IEEE Catalog Number: ISBN:

CFP15559-POD 978-1-4673-7387-6

2015 23rd Signal Processing and Communications Applications Conference (SIU 2015)

Malatya, Turkey 16-19 May 2015

Pages 1-954

1/3

TABLE OF CONTENTS

HARDWARE IMPLEMENTATION OF FEATURE EXTRACTION FROM SHIP'S UNDERWATER ACOUSTIC SIGNALS USING LOFAR ANALYSIS .................................................................................................................................. 97

Cavuslu, M. A. ; Oner, M. ; Helvacilar, E. ; Basaran, Y. H.

APPLICATION OF OF RAY TRACING TECHNIQUE INTO S-UTD-CH MODEL .........................................................................101Tabakcioglu, M. B. ; Ayberkin, D.

REAL TIME WIDEBAND DIRECTION FINDING .................................................................................................................................105Tutaysalgir, O. ; Orduyilmaz, A. ; Oktem, K. ; Serin, M. ; Yildirim, A.

HYBRID PHASE AMPLITUDE DIRECTION FINDING METHOD ....................................................................................................109Orduyilmaz, A. ; Serin, M. ; Yildirim, A. ; Ceyhan, K. ; Gurbuz, A. C.

BUILDING PARAMETER ANALYSIS WITH S-UTD-CH MODEL IN MULTIPLE DIFFRACTION...........................................113Tabakcioglu, M. B. ; Ayberkin, D.

ANALYSIS OF NEGATIVITY AND RELATIVE ENTROPY OF ENTANGLEMENT MEASURES FOR QUBIT-QUTRIT QUANTUM COMMUNICATION SYSTEMS ..........................................................................................................................116

Erol, V. ; Ozaydin, F. ; Altintas, A. A.

WIRELESS MEASUREMENT OF THERMOCOUPLE WITH MICROCONTROLLER.................................................................120Karan, Y. ; Kahveci, S.

INVESTIGATION OF EFFECTS OF TIME DOMAIN FEATURES OF THE PHOTOPLETHYSMOGRAPHY (PPG) SIGNAL ON SLEEP RESPIRATORY ARRESTS ........................................................................................................................124

Ucar, M. K. ; Bozkurt, M. R. ; Polat, K. ; Bilgin, C.

FOURIER ANALYSIS-BASED AUTOMATIC TEST PATTERN GENERATION FOR COMBINATIONAL CIRCUITS.......................................................................................................................................................................................................128

Ayav, T.

A STUDY ON COMPARE PITCH DETECTION ALGORITHMS........................................................................................................132Kadi, C. ; Gokhuseyin, S. ; Arioz, U.

SURVEY ON GREEN CLOUD COMPUTING AND USING A RENEWABLE ENERGY SOURCE IN TURKEY ......................136Tugbagul Altan Akin, N.

EXPERIMENT ON FAST SCORING FOR GMM BASED SPEAKER VERIFICATION..................................................................140Buyuk, O.

RECOGNITION OF NON-SPEECH SOUNDS USING MEL-FREQUENCY CEPSTRUM COEFFICIENTS AND DYNAMIC TIME WARPING METHOD ..................................................................................................................................................144

Disken, G. ; Ibrikci, T.

PREDICTING UPPER BODY POWER OF CROSS-COUNTRY SKIERS USING MACHINE LEARNING METHODS COMBINED WITH FEATURE SELECTION.....................................................................................................................148

Akgol, D. ; Akay, M. F.

TEXTURE CLASSIFICATION USING SCALE INVARIANT FEATURE TRANSFORM AND BAG-OF-WORDS ...........................................................................................................................................................................................................152

Budak, U. ; Sengur, A.

DETERMINATION OF THE VARIABLES AFFECTING THE MAXIMAL OXYGEN UPTAKE OF CROSS-COUNTRY SKIERS BY USING MACHINE LEARNING AND FEATURE SELECTION ALGORITHMS ..................................156

Abut, F. ; Akay, M. F.

HUFFMAN CODING OF A PCM-QUANTIZED SPEECH SIGNAL ....................................................................................................160Demirhan, M. E. ; Arioz, U.

A MATLAB/SIMULINK MODEL FOR MULTI-SCROLL CHAOTIC ATTRACTORS ...................................................................164Kaya, D. ; Turk, M.

PERFORMANCE COMPARISON OF DIFFERENT REGRESSION METHODS FOR MAXIMAL OXYGEN UPTAKE ESTIMATION OF CROSS-COUNTRY SKIERS....................................................................................................................168

Ozsert, G. ; Akay, M. F.

COMPARISON OF CHANNEL SELECTION METHODS ON THE CLASSIFICATION OF EEG DATA OBTAINED FROM THE ANIMAL NON-ANIMAL CATEGORIZATION EXPERIMENT.............................................................172

Ozbeyaz, A. ; Arica, S.

IMPROVING CLASSIFICATION ACCURACY OF EEG BASED BRAIN COMPUTER INTERFACE SIGNALS .....................176Aydemir, O.

EXTRACTING THE FEATURES OF SIMILARITY IN SHORT TEXTS ...........................................................................................180Kisla, T. ; Metin, S. K. ; Karaoglan, B.

PREDICTION OF MAXIMUM OXYGEN UPTAKE WITH DIFFERENT MACHINE LEARNING METHODS BY USING SUBMAXIMAL DATA .............................................................................................................................................................184

Yildiz, I. ; Akay, M. F.

SPLINE BASED CHANNEL ESTIMATION FOR STBC-SM SYSTEMS OVER FAST-VARYING RICIAN FADING CHANNELS ...................................................................................................................................................................................188

Acar, Y. ; Dogan, H. ; Panayirci, E.

COMPARISON OF CLUSTER, GRID AND CLOUD COMPUTING USING THREE DIFFERENT APPROACHES...............................................................................................................................................................................................192

Obali, M. ; Topcu, A. E.

DEVELOPMENT OF NEW NON-EXERCISE MAXIMUM OXYGEN UPTAKE MODELS BY USING DIFFERENT MACHINE LEARNING METHODS..................................................................................................................................196

Genc, E. ; Akay, M. F.

POLARIMETRIC FMCW WEATHER RADAR ......................................................................................................................................200Coskun, S. ; Yilmaz, A. O. ; Koc, S. ; Celik, M.

DESIGN OF BUTTERWORTH AND CHEBYSHEV LOW-PASS FILTER WITH HEURISTIC ALGORITHMS .......................204Ustun, D. ; Akkus, M. ; Bicer, M. B. ; Temurtas, H. ; Akdagli, A.

OPTICAL DISC DETECTION BASED ON INTENSITY AND FEATURE IN THE RETINAL IMAGES .....................................208Cetiner, H. ; Cetisli, B.

ENSEMBLE METHODS FOR OPINION MINING .................................................................................................................................212Onan, A. ; Korukoglu, S.

CRYPTOGRAPHY WITH COMPRESSIVE SENSING ORTHOGONAL MATCHING PURSUIT METHOD .............................216Atar, E. ; Ersoy, O. K. ; Ozyilmaz, L.

COOPERATIVE SPECTRUM SHARING FOR COGNITIVE RADIO NETWORKS USING SPATIAL MODULATION AT SECONDARY USERS ..............................................................................................................................................220

Ustunbas, S. ; Basar, E. ; Aygolu, U.

A NOVEL APPROACH FOR IMAGE COMPRESSION BASED ON MULTI-LEVEL IMAGE THRESHOLDING USING DISCRETE WAVELET TRANSFORM AND CRICKET ALGORITHM ............................................224

Canayaz, M. ; Karci, A.

CLASSIFICATION WITH EXTREME LEARNING MACHINE AND ENSEMBLE ALGORITHMS OVER RANDOMLY PARTITIONED DATA ........................................................................................................................................................228

Catak, F. O.

DETECTING THE ATTENTION STATE OF AN OPERATOR IN CONTINUOUS ATTENTION TASK USING EEG-BASED BRAIN-COMPUTER INTERFACE ...................................................................................................................................232

Mishchenko, Y. ; Kaya, M.

MODELLING BLACK HOLE ATTACKS ON CLUSTER-BASED WIRELESS SENSOR NETWORKS ......................................236Aydin, M. N. ; Tohma, K. ; Abasikeles Turgut, I.

IMPROVING THE LEACH PROTOCOL ON WIRELESS SENSOR NETWORK ............................................................................240Tohma, K. ; Aydin, M. N. ; Turgut, I. A.

RECONSTRUCTION OF GEOMETRICAL AND REFLECTANCE PROPERTIES OF SURFACES BY USING STRUCTURED LIGHTING.........................................................................................................................................................................244

Ozan, S. ; Gumustekin, S.

TURKISH PITCH FREQUENCY DETECTION: AUTOCORRELETAION AND CEPSTRAL METHOD ...................................248Cagan, L. ; Arioz, U.

CLASSIFICATION OF HEALTHY AND PATHOLOGIC LUNG SOUNDS RECORDED WITH ELECTRONIC AUSCULTATION ..........................................................................................................................................................................................252

Aras, S. ; Gangal, A. ; Bulbul, Y.

CUSTOMER CHURN PREDICTION IN TELECOMMUNICATION ..................................................................................................256Yildiz, M. ; Albayrak, S.

DEVELOPMENT OF NEW UPPER BODY POWER PREDICTION MODELS FOR CROSS-COUNTRY SKIERS BY USING DIFFERENT MACHINE LEARNING METHODS .............................................................................................260

Daneshvar, S. ; Abut, F. ; Yildiz, I. ; Akay, M. F.

BLOCKED-DWT BASED VECTOR IMAGE WATERMARKING.......................................................................................................264Senol, A. ; Dincer, K. ; Sever, H. ; Elbasi, E.

THERMAL INFRARED HYPERSPECTRAL DIMENSION REDUCTION EXPERIMENT RESULTS FOR GLOBAL AND LOCAL INFORMATION BASED LINEAR DISCRIMINANT ANALYSIS ............................................................268

Sakarya, U.

A NEW METHOD OF FUZZY LOGIC-BASED STEGANOGRAPHY FOR THE SECURITY OF MEDICAL IMAGES ..........................................................................................................................................................................................................272

Karakis, R. ; Capraz, I. ; Bilir, E. ; Gu¨ler, I.

FACIAL EXPRESSION RECOGNITION USING SUPPORT VECTOR MACHINES ......................................................................276Abdulrahman, M. ; Eleyan, A.

FEATURE WEIGHTING WITH LAPLACIAN SCORE.........................................................................................................................280Kaya, M. ; Arioz, U.

ÇEVRIM IÇI ILETIM HATTI PARAMETRELERININ VE ARIZA YERININ HESAPLANMASI AMACIYLA FARKLI DIFERANSIYEL ESITLIK ALGORITMALARININ KULLANIMI ....................................................................................284

Yildiz, Dogan ; Ve Okan Ozgonenel, Serap Karagol

ANALOG FILTER GROUP DELAY OPTIMIZATION USING THE VORTEX SEARCH ALGORITHM ...................................288Dogan, B. ; Yuksel, A.

DETECTION OF BUILDINGS FROM HIGH RESOLUTION SATELLITE IMAGES USING URBAN AREA KNOWLEDGE ...............................................................................................................................................................................................292

Ok, A. O. ; Manno-Kovacs, A.

DESIGN OF A HUMAN-MACHINE INTERFACE CONTROL SYSTEM FOR HOME AIR CONDITIONS................................296Tevetoglu, H. O. ; Kahraman, N.

DESIGN OF OFDM ON DIGITAL SIGNAL PROCESSORS .................................................................................................................300Emir, A. ; Kaya, H. ; Ozturk, E.

SHORT TERM PREDICTION OF ALUMINIUM STRIP THICKNESS VIA SUPPORT VECTOR MACHINES ........................304Ozturk, A. ; Seherli, R.

PERFORMANCE OPTIMIZATION ON EMOTION RECOGNITION FROM SPEECH .................................................................308Durukal, M. ; Hocaoglu, A. K.

OPTIMAL LENGTH DETERMINATION FOR MINE DESTRUCTION USING 3D TRAVELING SALESMAN PROBLEM ON A SPHERE ..........................................................................................................................................................................312

Yilmaz, H. ; Dogan, S. ; Koca, G. O.

INCREASING BANDWIDTH IN ANTENNA APPLICATIONS BY USING CHIRAL METAMATERIALS.................................316Dincer, F. ; Karaaslan, M. ; Bakir, M. ; Akgol, O. ; Unal, E. ; Delihacioglu, K. ; Sabah, C.

KARMASIK DÜZLEMSEL ANTENLERIN TASARIMINDA GENETIK YAKLASIM ....................................................................319Ulutas, K. ; Aydemir, M. E.

DETECTION OF THE ELECTRODE DISCONNECTION IN SLEEP SIGNALS ..............................................................................323Yucelbas, C. ; Ozsen, S. ; Yucelbas, S. ; Tezel, G. ; Dursun, M. ; Yosunkaya, S. ; Kuccukturk, S.

MAXIMUM AMPLITUDE SENSITIVE TIME-FREQUENCY ANALYSIS ........................................................................................327Celik, Y. G. ; Tanyer, S. G.

FUZZY LOGIC BASED CHANNEL SELECTION FOR MOBILE SECONDARY USERS IN COGNITIVE RADIO NETWORKS ....................................................................................................................................................................................331

Bayrakdar, M. E. ; Calhan, A.

HIGH CAPACITY NOVEL PROTOCOLS FOR COMMON DESTINATION WIRELESS RELAY SYSTEMS...........................335Atan, S. ; Aygolu, U.

A HYBRID ARTIFICIAL NEURAL NETWORK-GENETIC ALGORITHM APPROACH FOR CLASSIFICATION OF MICROARRAY DATA.......................................................................................................................................339

Bilen, M. ; Isik, A. H. ; Yigit, T.

TARGET DETECTION USING SPARSITY BASED DECONVOLUTION IN PASSIVE BISTATIC RADARS............................343Arslan, M. T. ; Tofighi, M. ; Cetin, A. E.

USAGE OF COSTAS ARRAYS IN LOW PROBABILITY OF INTERCEPT RADARS ....................................................................347Gulec, F. ; Afacan, E.

IMPROVING THE EFFECTIVENESS OF COMMON SPATIAL PATTERN FEATURES AT BRAIN COMPUTER INTERFACE APPLICATIONS...........................................................................................................................................351

Aydemir, O.

IMPROVED STANDARD CELL SYNTHESIZABLE DIGITALLY CONTROLLED OSCILLATOR............................................355Balcioglu, Y. ; Dundar, G.

AUTOMATIC REGISTRATION OF STRUCTURAL BRAIN MR IMAGES TO MNI IMAGE SPACE ........................................359Dagdeviren, Z. A. ; Oguz, K. ; Cinsdikici, M.

CLASSIFICATION OF BREAKING NEWS TAKEN FROM THE ONLINE NEWS SITES.............................................................363Kilic, E. ; Tavus, M. R. ; Karhan, Z.

ITERATIVE HARD THRESHOLDING BASED EXTREME LEARNING MACHINE .....................................................................367Alcin, O. F. ; Ari, A. ; Sengur, A. ; Ince, M. C.

MOBILE IMAGE SEARCH USING MULTI-QUERY IMAGES ...........................................................................................................371Calisir, F. ; Bastan, M. ; Gudukbay, U. ; Ulusoy, O.

DETECTION OF RESPIRATORY SIGNALS ACCORDING TO DIFFERENT POSITIONS USING ACCELERATION SENSOR ........................................................................................................................................................................375

Sumbul, H. ; Yuzer, A. H.

MICROSTRIP BAND PASS FILTER DESIGN ........................................................................................................................................379Yesilyurt, O. ; Koksal, M. ; Imeci, T.

DETECTION OF ECG CHARACTERISTIC POINTS USING MULTIRESOLUTION ANALYSIS ...............................................383Yanik, H. ; Degirmenci, E.

KEY GENERATION AND LICENSE AUTHENTICATION USING PHYSICAL UNCLONABLE FUNCTIONS ........................387Bas, S. ; Yalcin, M. E.

CLASSIFICATION OF VEHICLES USING BINARY FOREGROUND IMAGES AVERAGED OVER TIME ............................391Karaimer, H. C. ; Bastanlar, Y.

PATH PLANNING IN A 3D ENVIRONMENT CREATED USING REAL WORLD DATA .............................................................395Kurt, G. ; Ince, G.

AUTOMATIC CLASSIFICATION OF SLEEP STAGES WITH ARTIFICIAL NEURAL NETWORKS ACCORDING TO VISUAL SCORING RULES........................................................................................................................................399

Aydogan, O. ; Oter, A. ; Kiymik, M. K. ; Tuncel, D.

MULTIPLE INSTANCE BAGGING APPROACH FOR ENSEMBLE LEARNING METHODS ON HYPERSPECTRAL IMAGES .....................................................................................................................................................................403

Ergul, U. ; Bilgin, G.

COMPARISON OF CLASSIFICATION ALGORITHMS IN CLASSIFICATION OF ECG BEATS BY TIME SERIES ............................................................................................................................................................................................................407

Kaya, Y. ; Pehlivan, H.

ADAPTIVE HIGH DYNAMIC RANGE.....................................................................................................................................................411Atas, M. ; Dogan, Y.

HIGH PERFORMANCE ONLINE KEY PERFORMANCE INDICATOR'S CALCULATIONS IN OIL REFINERIES..................................................................................................................................................................................................415

Bakir, M. ; Sevilgen, F. E.

CROWD DETECTION IN AIRBORNE IMAGES USING SPATIAL POINT STATISTICS.............................................................419Ozcan, A. H. ; Unsalan, C. ; Reinartz, P.

EDGE LINKING USING ANGLE INFORMATION................................................................................................................................423Isik, S. ; Ozkan, K.

COMMERCIAL IDENTIFICATION USING AUDIO FINGERPRINTING ........................................................................................427Cabuk, H. ; Ince, G.

A CHAOTIC COMMUNICATION SYSTEM DESIGN WITH CHAOTIC ON-OFF KEYING (COOK) MODULATION METHOD ..........................................................................................................................................................................431

Cicek, S. ; Ferikoglu, A. ; Pehlivan, I.

MORPHOLOGICAL FEATURE EXTRACTION WITH LOCAL HISTOGRAM EQUALIZATION.............................................435Catalbas, M. C. ; Issever, D. ; Gulten, A.

REAL TIME ERP DSSS/CCK BASEBAND WLAN RECEIVER DESIGN ..........................................................................................439Kucuk, K. ; Torlak, M.

FALL DETECTION WITH DEPTH-VIDEOS ..........................................................................................................................................443Aslan, M. ; Alcin, O. F. ; Sengur, A. ; Ince, M. C.

KU - BAND SLOTTED RECTANGULAR PATCH ARRAY ANTENNA DESIGN.............................................................................447Kouhalvandi, L. ; Paker, S. ; Bulent Yagci, H.

NUMERICALLY CONTROLLED OSCILLATOR USING DE MOIVRE IDENTITY ......................................................................451Kaya, Z. ; Seke, E.

SEGMENTATION OF HISTOPATHOLOGICAL IMAGES WITH CONVOLUTIONAL NEURAL NETWORKS USING FOURIER FEATURES ...................................................................................................................................................................455

Hatipoglu, N. ; Bilgin, G.

STATISTICAL INVESTIGATION OF THE EFFECTS OF FETAL HEART RATE (FHR) AND UTERINE CONTRACTIONS (UC) SIGNALS ON APGAR SCORE ........................................................................................................................459

Gungor, B. D. ; Ucar, M. K. ; Bozkurt, F.

DENSITY BASED EYE MOVEMENT EVENT DETECTION ALGORITHM (IN ENGLISH) ........................................................463Deniz, O. ; Fal, M. ; Acarturk, C.

ELECTROMAGNETIC ENERGY HARVESTING BY USING TUNABLE METAMATERIAL ABSORBERS............................467Bakir, M. ; Karaaslan, M. ; Dincer, F. ; Akgol, O. ; Unal, E. ; Delihacioglu, K. ; Sabah, C.

ROBUST GRAYSCALE WATERMARKING TECHNIQUE BASED ON FACE DETECTION ......................................................471Laur, L. ; Daneshmand, M. ; Agoyi, M. ; Anbarjafari, G.

TWO NEW FEATURE EXTRACTION METHODS FOR TEXT CLASSIFICATION: TESDF AND SADF .................................475Kilic, E. ; Ates, N. ; Karakaya, A. ; Sahin, D. O.

FUZZY LOGIC AND GRAPH BASED SEGMENTATION ....................................................................................................................479Moradi, B. ; Demirci, R.

RELAY SELECTION WITH THRESHOLD VALUE FOR DF BASED COOPERATIVE SYSTEMS ............................................483Aydin, E. ; Ilhan, H.

SMALL TARGET DETECTION BY MORPHOLOGICAL OPERATIONS........................................................................................487Yardimci, O. ; Tunc, S. ; Ulusoy Parnas, I.

THE COMPARISON OF A* ALGORITHM AND ANT COLONIAL OPTIMIZATION FOR MOBILE TRAVELER APPLICATION.......................................................................................................................................................................491

Aydin, A. ; Telceken, S.

RELAY SELECTION SCHEME FOR IMPROVING THE PHYSICAL LAYER SECURITY IN COGNITIVE RADIO NETWORKS ....................................................................................................................................................................................495

Al-Jamali, M. ; Al-Nahari, A. ; Alkhawlani, M. M.

VESSEL CLASSIFICATION ON UAVS USING INERTIAL DATA AND IR IMAGERY.................................................................499Demir, H. S. ; Akagunduz, E. ; Kubilay Pakin, S.

COMPARISON OF MACHINE LEARNING METHODS FOR THE SEQUENCE LABELLING APPLICATIONS ............................................................................................................................................................................................503

Amasyali, M. F. ; Bilgin, M.

SLEEP QUALITY MONITORING WITH AMBIENT AND MOBILE SENSING ..............................................................................507Kahveci, A. Y. ; Alemdar, H. ; Ersoy, C.

IMPULSIVE SOUND DETECTION AND GUNSHOT RECOGNITION .............................................................................................511Arslan, Y. ; Guldogan, B.

IMAGE PROCESSING BASED PACKAGE VOLUME DETECTION WITH KINECT ...................................................................515Ocak, H. ; Ambarkutuk, M. ; Kucukyildiz, G. ; Karakaya, S.

INVESTIGATION OF PERIODIC MODES IN NONLINEAR SYSTEMS WITH FRACTIONAL ORDER INTEGRATOR ...............................................................................................................................................................................................519

Kavuran, G. ; Yeroglu, C.

DIFFERENTIAL MODULATION BASED NETWORK CODED COOPERATIVE COMMUNICATIONS ..................................523Karabulut, M. A. ; Ilhan, H. ; Ozdemir, O.

CLASSIFICATION OF CLASSIC TURKISH MUSIC MAKAMS BY USING DEEP BELIEF NETWORKS................................527Kizrak, M. A. ; Bolat, B.

ENERGY EFFICIENT MICROCELL DEPLOYMENT FOR HETNETS ............................................................................................531Demirtas, M. ; Soysal, A.

SYNCHRONISATION IN 6TISCH NETWORKS ....................................................................................................................................535Gormus, S.

MITOSIS DETECTION ON HISTOPATHOLOGICAL IMAGES USING STATISTICAL DETECTION ALGORITHMS ..............................................................................................................................................................................................540

Ustuner, M. ; Bilgin, G.

PROVENANCE AND TRUST AS NEW FACTORS FOR SELF-ORGANIZATION IN A WIRELESS SENSOR NETWORK .....................................................................................................................................................................................................544

Dogan, G. ; Avincan, K. ; Brown, T.

ANALYSIS TOOL FOR SIP SERVER LOADING ...................................................................................................................................548Yavas, D. Y. ; Hokelek, I. ; Gunsel, B.

SKELETON BRANCH DISTANCES FOR SHAPE RECOGNITION ...................................................................................................552Boluk, S. A. ; Demirci, M. F.

HIGH GAIN MICROSTRIP ANTENNA DESIGN FOR 2.4GHZ WLAN APPLICATION................................................................556Atas, I. ; Kurt, M. B. ; Abbasov, T.

GAIN ENHANCEMENT IN MICROSTRIP PATCH ANTENNA USING THE MULTIPLE SUBSTRATE LAYER METHOD .........................................................................................................................................................................................560

Ineneji, C. N. ; Kusaf, M.

UNDERGROUND ELECTRICAL PROFILE CLUSTERING USING K-MEANS ALGORITHM...................................................561Kutbay, U. ; Ural, A. B. ; Hardalac, F.

FEATURE FUSION IN PART-BASED OBJECT DETECTION ............................................................................................................565Koyuncu, M. ; Cetinkaya, B.

POWER LOAD FORECAST SYSTEM FOR TURKISH ELECTRIC MARKET ...............................................................................569Bozkurt, O. O. ; Cihan Taysi, Z. ; Biricik, G.

7 GHZ MICROSTRIP LOW PASS FILTER .............................................................................................................................................573Kazanci, N. C. ; Yuksel, B. ; Tahaimeci, S.

PERFORMANCE OF MULTI-ANTENNA TWO-WAY RELAY NETWORKS WITH GENERALIZED ANTENNA SELECTION OVER RAYLEIGH FADING CHANNELS..................................................................................................577

Fidan, E. ; Kucur, O.

VESSEL SEGMENTATION IN RETINAL IMAGES USING MULTISCALE IMAGE ENHANCEMENT AND CLUSTERING................................................................................................................................................................................................581

Yavuz, Z. ; Kose, C.

ON THE OPTIMALITY OF MAISEL SIDELOBE BLANKING SYSTEM .........................................................................................585Coskun, O. ; Candan, C.

COMBINATION OF SPARSE AND SEMI-SUPERVISED LEARNING FOR CLASSIFICATION OF HYPERSPECTRAL IMAGES .....................................................................................................................................................................592

Aydemir, M. S. ; Bilgin, G.

CLIENT-SERVER BASED PHOTOMONTAGE ......................................................................................................................................596Damkhi, M. ; Mohamed, N. A. ; Dizdaroglu, B.

ANALYSIS OF FEATURES USED IN SHORT-TERM ELECTRICITY PRICE FORECASTING FOR DEREGULATED MARKETS......................................................................................................................................................................600

Biricik, G. ; Bozkurt, O. O. ; Taysi, Z. C.

A COOPERATIVE COMMUNICATION APPROACH FOR VOLUNTARY SECONDARY USERS IN COGNITIVE RADIO NETWORKS............................................................................................................................................................604

Bayrakdar, M. E. ; Bayrakdar, S.

AUTOFOCUS LIQUID LENS BY USING SHARPNESS MEASUREMENT .......................................................................................608Rasti, P. ; Kiefer, R. ; Anbarjafari, G.

DIVERGENT COMMON SPATIAL PATTERNS METHOD.................................................................................................................612Duman, M. E. ; Yuksel, A. ; Olmez, T.

DETERMINATION OF TYPE AND QUALITY OF HAZELNUT USING IMAGE PROCESSING TECHNIQUES ...............................................................................................................................................................................................616

Bayrakdar, S. ; Comak, B. ; Basol, D. ; Yucedag, I.

EVALUATION OF PRICE FORECAST SYSTEMS FOR TURKISH ELECTRIC MARKET .........................................................620Taysi, Z. C. ; Biricik, G. ; Bozkurt, O. O.

SPORT SENSE: A MOBILE SENSOR DATA COLLECTION, LABELING AND DISPLAY APPLICATION FOR SPORT CENTERS ...............................................................................................................................................................................624

Can, Y. S. ; Donmez, M. Y.

HAND GESTURE RECOGNITION FROM KINECT DEPTH IMAGES .............................................................................................628Yeloglu, Z. ; Akbulut, Y. ; Budak, U. ; Sengur, A.

THE ANALYZES OF THE BRILLOUIN SCATTERING FOR THE DIFFERENT FIBER TYPES ................................................632Yucel, M. ; Ozturk, N. F. ; Goktas, H. H.

COMPARISON OF SOME SPECTRAL ANALYSIS METHODS IN DETECTION OF SLEEP SPINDLES USING YSA.....................................................................................................................................................................................................636

Ozsen, S. ; Dursun, M. ; Yosunkaya, S.

EXTRACTION OF HAZELNUT FIELDS USING APPROXIMATE SPECTRAL CLUSTERING ENSEMBLE ..........................640Yalcin, B. ; Moazzen, Y. ; Tasdemir, K.

ANALYSIS OF ADVANCED PROGRAMMING ARCHITECTURES FOR NEXT-GENERATION FLASH MEMORIES....................................................................................................................................................................................................644

Ashrafi, R. A. ; Pusane, A. E. ; Demirkan, I.

LONG TERM WIND SPEED PREDICTION WITH POLYNOMIAL AUTOREGRESSIVE MODEL ...........................................645Karakus, O. ; Kuruoglu, E. E. ; Altinkaya, M. A.

INVESTIGATION OF DIPOLE ANTENNA RADIATION PATTERN OVER PLANAR LOSSY HALF-SPACE .........................649Yucedag, O. M. ; Yazici, C. ; Aksoy, E.

ON THE EFFECT OF SYNTHETIC MORPHOLOGICAL FEATURE VECTORS ON HYPERSPECTRAL IMAGE CLASSIFICATION PERFORMANCE........................................................................................................................................653

Davari, A. A. ; Aptoula, E. ; Yanikoglu, B.

PREDICTION OF ADAPTIVE EXPOSURE TIME IN HYPERSPECTRAL BANDS FOR INDUSTRIAL CAMERAS ......................................................................................................................................................................................................657

Dogan, Y. ; Atas, M.

PERFORMANCE OF JOINT RELAY AND ANTENNA SELECTION IN THE FULL-DUPLEX AMPLIFY-AND-FORWARD RELAY NETWORKS ...................................................................................................................................................661

Toka, M. ; Kucur, O. ; Tezekici, B. S.

THE TEXTURE FEATURE EXTRACTION OF MARDIN AGRICULTURAL FIELD IMAGES BY HOG ALGORITHMS AND SOIL MOISTURE ESTIMATION BASED ON THE IMAGE TEXTURES ..................................................665

Acar, E. ; Ozerdem, M. S.

INDOOR MOBILE NAVIGATION SOFTWARE FOR BLIND PEOPLE ............................................................................................666Yayan, U. ; Inan, F. ; Guner, F. ; Partal, U. G. ; Kale, A. ; Yazici, A.

COMPREHENSIVE INDOOR REMOTE TRACKING SYSTEM .........................................................................................................670Yayan, U. ; Inan, F. ; Guner, F. ; Yazici, A.

PATTERN AND SEMANTIC SIMILARITY BASED AUTOMATIC EXTRACTION OF HYPONYM-HYPERNYM RELATION FROM TURKISH CORPUS .........................................................................................................................674

Sahin, G. ; Diri, B. ; Yildiz, T.

ALIGNMENT OF BIOLOGICAL SEQUENCES BY DISCRETE ARTIFICIAL BEE COLONY ALGORITHM .........................678Aslan, S. ; Ozturk, C.

IMPROVING THE PERCEIVED QUALITY OF HALF TONE SECRET IMAGES IN VISUAL CRYPTOGRAPHY ........................................................................................................................................................................................682

Tetik, Y. E. ; Yildizhan, A. ; Erol, K.

A FACE RECOGNITION METHOD ROBUST TO PARTIAL ILLUMINATION .............................................................................686Tetik, Y. E. ; Ay, S. ; Alver, S.

INDOOR LOCATION ESTIMATION BY USING MLE BASED ALGORITHM ON SMALLCELL NETWORKS .....................690Ilyas, M. ; Bayat, O. ; Ileri, O.

GAZE-BASED REAL-TIME ACTIVITY RECOGNITION FOR PROACTIVE INTERFACES ......................................................694Cig, C. ; Sezgin, T. M.

REAL TIME IMPLEMENTATION OF A NOVEL CHAOTIC GENERATOR ON FPGA ...............................................................698Tuna, M. ; Koyuncu, I. ; Fidan, C. B. ; Pehlivan, I.

AGE ESTIMATION USING HYBRID FEATURES OF FACIAL IMAGES ........................................................................................702Gunay, A. ; Nabiyev, V. V.

CHANNEL SOUNDING REALIZATIONS FOR INDOOR WIRELESS COMMUNICATION ........................................................706Tasdemir, E. ; Gherekhloo, S. ; Gucluoglu, T.

QMF BANK DESIGN WITH COSH-HAMMING WINDOW.................................................................................................................707Kamislioglu, B. ; Karaboga, N.

A NEW SPARSE CONVEX COMBINATION OF ZA-LLMS AND RZA-LLMS ALGORITHMS ...................................................711Salman, M. S. ; Hameed, A. A. ; Turan, C. ; Karlik, B.

SYSTEM ARCHITECTURE AND EMULATOR FOR MULTIMEDIA STREAMING OVER MULTI-DOMAIN SDN ..................................................................................................................................................................................................................715

Yilmaz, S. ; Bagci, K. T. ; Tekalp, A. M.

AIRCRAFT RECOGNITION FROM SATELLITE IMAGES ................................................................................................................719Oturak, M. ; Yuksel, S. E.

AN EXPERIMENTAL VOD SERVER FOR IPTV ...................................................................................................................................723Can, O. ; Kucuk, G. ; Baydere, S. ; Sarpkaya, A. O. ; Gursoy, O.

AN OFFLOADING PLATFORM USING MULTIPLE ATTRIBUTE DECISION MAKING FOR HETEROGENEOUS NETWORKS.............................................................................................................................................................727

Zeydan, E. ; Kilicgedik, I. ; Kose, H. F. ; Dedeoglu, O. ; Kucukikiz, T. ; Karatepe, I. A. ; Tan, A. S.

SOUND SOURCE IDENTIFICATION FOR SCENE ANALYSIS .........................................................................................................731Saltali, I. ; Ince, G. ; Sariel, S.

FABRIC DEFECT DETECTION METHODS FOR CIRCULAR KNITTING MACHINES .............................................................735Hanbay, K. ; Talu, M. F. ; Ozguven, O. F. ; Ozturk, D.

DOUBLE U-SLOT MICROSTRIP PATCH ANTENNA ..........................................................................................................................739Ozgun, O. ; Macit, F. ; Mertoglu, F. ; Imeci, T.

DETECTION OF HIGHLY MOTIVATED TIME SEGMENTS OF MOTOR IMAGERY BRAIN COMPUTER INTERFACE SIGNALS ................................................................................................................................................................................743

Aydemir, O.

IIR FILTER DESIGN BASED ON LABVIEW..........................................................................................................................................747Yuce, A. ; Tan, N.

AGE AND GENDER RECOGNITION OF A SPEAKER FROM SHORT-DURATION PHONE CONVERSATIONS .......................................................................................................................................................................................751

Yucesoy, E. ; Nabiyev, V. V.

CHARACTER RECOGNITION USING CORRELATION & HAMMING DISTANCE ....................................................................755Shehu, G. S. ; Ashir, A. M. ; Eleyan, A.

VISION-BASED NAVIGATION AND SYSTEM IDENTIFICATION OF UNDERWATER SURVEY VEHICLE ........................759Kartal, S. K. ; Kemal Leblebicioglu, M. ; Ege, E.

EDGE DETECTION ON MR IMAGES WITH MARR-HILDRETH METHOD EXTENDED TO THIRD DIMENSION...................................................................................................................................................................................................763

Ozturk, C. N. ; Albayrak, S.

DIMENSIONALITY REDUCTION BY USING TRANSDUCTIVE LEARNING AND BINARY HIERARCHICAL TREES ............................................................................................................................................................................767

Dongel, T. ; Cevikalp, H.

AN AUTOMATED SYSTEM FOR DETECTING THE INFECTED FIGS BY HYPERSPECTRAL IMAGE ANALYSIS ......................................................................................................................................................................................................771

Bilgi, A. S. ; Durmus, E. ; Kalkan, H. ; Ortac, G. ; Tasdemir, K.

BIORTHOGONAL WAVELET VANISHING MOMENT INCREMENT TECHNIQUE ..................................................................775Kale, M. C. ; Atac, G. ; Gerek, O. N.

EARLY-EXIT OPTIMIZATION USING MIXED NORM DESPECKLING FOR SAR IMAGES ....................................................779Ozcan, C. ; Sen, B. ; Nar, F.

SUPERPIXEL-BASED CLASSIFICATION OF SAR IMAGES .............................................................................................................783Arisoy, S. ; Kayabol, K.

A NEW APPROACH TO CHANNEL EQUALIZATION PROBLEM...................................................................................................787Menguc, E. C. ; Acir, N.

CLASSIFIER SELECTION FOR RF BASED INDOOR POSITIONING .............................................................................................791Bozkurt, S. ; Gunal, S. ; Yayan, U. ; Bayar, V.

ON VEHICLE AGGRESSIVE DRIVING BEHAVIOR DETECTION USING VISUAL INFORMATION .....................................795Kumtepe, O. ; Akar, G. B. ; Yuncu, E.

LABVIEW-BASED ANALYSIS OF EEG SIGNALS IN DETERMINATION OF SLEEP STAGES ................................................799Guzel, S. ; Kaya, T. ; Guler, H.

ACUTE LYMPHOBLASTIC LEUKEMIA DIAGNOSIS USING IMAGE PROCESSING TECHNIQUES ....................................803Selcuk, O. ; Ozen, F.

COMPUTER AIDED DETECTION OF AGE RELATED MACULAR DEGENERATION IN RETINAL IMAGES ..........................................................................................................................................................................................................807

Calik, E. ; Dogan, B. ; Ucan, O. N.

IMAGE COMPRESSION TECHNIQUES IN WIRELESS MULTIMEDIA SENSOR NETWORKS ...............................................811Senturk, A. ; Karapinar, Z. ; Kara, R.

CLASSIFICATION OF DIFFERENT OBJECTS WITH ARTIFICIAL NEURAL NETWORKS USING ELECTRONIC NOSE ...................................................................................................................................................................................815

Ozsandikcioglu, U. ; Atasoy, A. ; Guney, S.

LWIR AND MWIR IMAGES DIMENSION REDUCTION AND ANOMALY DETECTION WITH LOCALLY LINEAR EMBEDDING ................................................................................................................................................................................819

Aydogdu, A. S. ; Hatipoglu, P. U. ; Ozparlak, L. ; Yuksel, S. E.

DUAL TREE COMPLEX WAVELET TRANSFORM BASED SPEECH ENHANCEMENT............................................................823Tasmaz, H.

PERFORMANCE OF A NON-LINEAR ADAPTIVE BEAMFORMING ALGORITHM FOR SIGNAL-OF-INTEREST EXTRACTION..........................................................................................................................................................................827

Oguz, O. ; Tuncer, T. E.

OVERVIEW OF COMPUTER GRAPHICS AND ALGORITHMS .......................................................................................................831Caliskan, A. ; Cevik, U.

RELAY ANTENNA SELECTION FOR V2V PLNC SYSTEM...............................................................................................................835Ata, S. O. ; Altunbas, I.

AN MRF FRAMEWORK FOR CO-SOLVING IMAGE SEGMENTATION AND BORDER OWNERSHIP .................................839Karadag, O. O. ; Akkus, M. A. ; Kalkan, S. ; Yarman Vural, F. T.

SYMMETRICAL TRIANGULAR SWITCHING FUZZY FILTER WITH FOUR DIRECTIONAL AVERAGE VALUE CENTER FOR THE REMOVAL OF SALT AND PEPPER NOISE .......................................................................................843

Altinisik, P. ; Ergun, E.

SCENE SEGMENTATION AND LABELING USING MULTI-HYPOTHESIS SUPERPIXELS .....................................................847Ak, K. E. ; Ates, H. F.

MICROSCOPIC IMAGE SEGMENTATION BASED ON FIREFLY ALGORITHM FOR DETECTION OF TUBERCULOSIS BACTERIA ....................................................................................................................................................................851

Ayas, S. ; Dogan, H. ; Gedikli, E. ; Ekinci, M.

RETINAL VASCULATURE SEGMENTATION BASED ON FAST LEVEL SET METHOD ..........................................................855Dizdaroglu, B.

OBJECT NORMALIZATION VIA DECOMPOSITION OF AFFINE TRANSFORM .......................................................................859Dizdaroglu, B.

COMPUTER-AIDED DETECTION OF BRAIN TUMORS USING IMAGE PROCESSING TECHNIQUES................................863Kazdal, S. ; Dogan, B. ; Camurcu, A. Y.

STOCHASTIC DYNAMIC PROGRAMMING BASED RESOURCE ALLOCATION FOR MULTI TARGET TRACKING FOR ELECTRONICALLY STEERED ANTENNA RADAR ...........................................................................................867

Uzun, C. ; Demirekler, M.

A NOVEL ROUTING PROTOCOL BASED ON EM-L ALGORITHM FOR ENERGY EFFICIENCY OF WIRELESS SENSOR NETWORKS ...........................................................................................................................................................871

Ozdag, R. ; Karci, A.

FINGERPRINT RECOGNITION WITH GEOMETRIC RELATION OF MINUTIAE POINTS .....................................................875Ozkan, S. ; Esen, E. ; Soysal, M. ; Atar, M. S.

GRADIENT ADAPTIVE GAUSSIAN IMAGE FILTER .........................................................................................................................879Celik, K. ; Sayan, H. H. ; Demirci, R.

THE DESIGN AND APPLICATIONS OF LABVIEW CONTROLLED DIGITAL/ANALOG TELECOMMUNICATIONS TRAINER.....................................................................................................................................................883

Kocatepe, U. ; Ozturk, H. ; Uygun, N.

IMPLEMENTATION OF MATCH FILTERS AS IP CORE FOR SONAR APPLICATIONS ..........................................................887Karabalkan, M. A. ; Oner, M.

CORRECTION OF TURKISH CHARACTERS WITH A WEB-BASED SEMANTIC METHOD ...................................................891Cakmak, F. ; Diri, B.

EPILEPSY DETECTION USING EMPIRICAL MODE DECOMPOSITION AND DETRENDED FLUCTUATION ANALYSIS .......................................................................................................................................................................895

Mert, A. ; Akan, A.

SPARSE SIGNAL RECOVERY FOR LOCALIZATION OF COHERENT FAR- AND NEAR-FIELD SIGNALS ........................899Elbir, A. M. ; Engin Tuncer, T.

INTERNET-OF-THINGS SECURITY: DENIAL OF SERVICE ATTACKS .......................................................................................903Aris, A. ; Oktug, S. F. ; Yalcin, S. B. O.

3D IRIS STRUCTURE IMPACT ON IRIS RECOGNITION ..................................................................................................................907Cerme, G. N. ; Karakaya, M.

SERVICE ORIENTED WARNING SYSTEM FOR DETECTION OF ABONDENED OBJECT IN VIDEO SURVEILLANCE ..........................................................................................................................................................................................911

Kul, S. ; Eken, S. ; Sayar, A.

COMPARISON OF THE WEB BASED MULTIMEDIA PROTOCOLS FOR NAT TRAVERSAL PERFORMANCE...........................................................................................................................................................................................915

Arslan, H. ; Tuncel, S. ; Yuksek, A. G.

IMAGE FORGERY DETECTION BASED ON ENERGY PROBABILITY.........................................................................................919Ustubioglu, B. ; Ulutas, G. ; Nabiyev, V. ; Ulutas, M.

SANAL DÜNYADA ACIL TIP EGITIMI ALTYAPISININ KURULUMU...........................................................................................923Kaytazoglu, E. ; Senyer, N. ; Karakus, A.

COMPARISON OF SIMILARITY METRICS IN MICROARRAY EXPERIMENT RETRIEVAL .................................................927Acici, K. ; Ogul, H.

POWER CONTROL FOR TWO-TIER SIMO-MIMO UPLINK UNDER INTERFERENCE CONSTRAINTS .............................931Yuksekkaya, B. ; Inaltekin, H. ; Toker, C. ; Yanikomeroglu, H.

PERFORMANCE ANALYSIS OF SPATIAL AND FREQUENCY DOMAIN FILTERING IN HIGH RESOLUTION IMAGES ..............................................................................................................................................................................935

Asuroglu, T. ; Sumer, E.

DENDRITIC SPINE SHAPE CLASSIFICATION FROM TWO-PHOTON MICROSCOPY IMAGES...........................................939Usman Ghani, M. ; Demir Kanik, S. ; Ozgur Argunsah, A. ; Tasdizen, T. ; Unay, D. ; Cetin, M.

SVM FOR SKETCH RECOGNITION: WHICH HYPERPARAMETER INTERVAL TO TRY? ....................................................943Yesilbek, K. T. ; Sen, C. ; Cakmak, S. ; Sezgin, T. M.

HUMAN VICTIM DETECTION WITH DEFORMABLE PART MODELS ........................................................................................947Yilmaz, B. ; Balcilar, M. ; Amasyali, M. F. ; Yavuz, S.

FAULT LOCATION ON SERIES COMPENSATED POWER TRANSMISSION LINES USING TRANSIENT SPECTRUM....................................................................................................................................................................................................951

Akmaz, D. ; Mamis, M. S. ; Arkan, M. ; Tagluk, M. E.

SPECTRAL FEATURES OF HEART RATE VARIABILITY OBTAINED FROM A VIDEO CAMERA ......................................955Caglayan, E. ; Ozkurt, T. E.

FAST GEODESIC SALIENCY MAP FOR INFRARED IMAGERY .....................................................................................................958Gundogdu, E.

DYNAMIC QUANTIZATION FOR TRACK FUSION UNDER COMMUNICATION CONSTRAINTS ........................................962Gok, G. ; Orguner, U.

CONTENT AWARE AUDIOVISUAL QUALITY ASSESSMENT.........................................................................................................966Konuk, B. ; Zerman, E. ; Akar, G. B. ; Nur, G.

CLASSIFICATION OF POWER QUALITY EVENTS USING EXTREME LEARNING MACHINE.............................................970Ucar, F. ; Dandil, B. ; Ata, F.

DETECTION OF VESSELS IN A RETINAL IMAGE USING DECOMPOSED PIXEL CLASSIFICATION METHOD ........................................................................................................................................................................................................974

Sargan, E. ; Kokturk, B. E.

ERROR PERFORMANCE EVALUATION OF DF COOPERATIVE IDMA SYSTEMS OVER WEIBULL CHANNELS ....................................................................................................................................................................................................978

Bilim, M. ; Develi, I. ; Kapucu, N.

BI-MODEL VISUAL TRACKING WITH CORRELATION FILTERS................................................................................................982Tanisik, G. ; Gundogdu, E.

BER ANALYSIS OF COOPERATIVE DS-CDMA SYSTEMS OVER WEIBULL/RAYLEIGH FADING CHANNELS ....................................................................................................................................................................................................986

Kapucu, N. ; Develi, I. ; Bilim, M.

ENERGY-EFFICIENT RESOURCE ALLOCATION FOR MULTIUSER OFDM WIRELESS NETWORKS ..............................990Durbas, S. ; Ozbek, B.

PERFORMANCE ENHANCEMENT FOR PHYSICAL LAYER NETWORK CODING VIA MAPPING DIVERSITY ....................................................................................................................................................................................................994

Yilmaz, M.

DESIGN OF PHASE LEAD AND PHASE LAG FILTERS FOR FRACTIONAL ORDER SYSTEMS ............................................998Dogruer, T. ; Tan, N.

INTEGRATING VOIP/UC SECURITY INTO THE HOLISTIC INFORMATION SECURITY PLANNING ..............................1002Tas, I. M. ; Ugurdogan, B. ; Tas, H.

AFFECT BURST DETECTION USING MULTI-MODAL CUES .......................................................................................................1006Turker, B. B. ; Marzban, S. ; Tevfik Sezgin, M. ; Yemez, Y. ; Erzin, E.

UNSUPERVISED HYPERSPECTRAL IMAGE SEGMENTATION USING ADAPTIVE BILATERAL FILTERING..................................................................................................................................................................................................1010

Ozdil, O. ; Gunes, A.

A MINIMIZATION FORMULATION FOR SOURCE SEPARATION WITH A MICROPHONE ARRAY.................................1014Bayram, I. ; Kocanaogullari, A.

A DEREVERBERATION FORMULATION BASED ON SPARSITY ................................................................................................1018Kocanaogullari, A. ; Bayram, I.

FUNDAMENTAL FREQUENCY ESTIMATION FOR MONOPHONICAL TURKISH MUSIC BY USING VMD ....................1022Simsek, B. O. ; Akan, A. ; Bozkurt, B.

SPECTRUM ANALYSIS OF PARABOLIC RANGE GATE PULL-OFF (RGPO) SIGNALS .........................................................1026Ozturk, M. T. ; Dalveren, Y. ; Kara, A.

LOCALITY SENSITIVE HASHING BASED SCALABLE COLLABORATIVE FILTERING ......................................................1030Aytekin, A. M. ; Aytekin, T.

LSB BASED STEGANOGRAPHY OVER VIDEO FILES USING KOBLITZ'S METHOD ............................................................1034Pehlivanoglu, M. K. ; Savas, B. K. ; Duru, N.

RFID (RADIO-FREQUENCY IDENTIFICATION) PLANAR LOW LOSS ANTENNA DESIGN .................................................1038Karatas, U. C. ; Tuzcu, S. K. ; Imeci, T.

MULTI TOKEN CIRCULATION FOR MULTI-UAV SYSTEMS.......................................................................................................1042Ulku, E. E. ; Bekmezci, I.

ANALYZING EFFECTS OF FACE MODALITIES...............................................................................................................................1046Canak, B. ; Ekenel, H. K.

EYE GAZE DIRECTION DETECTION USING PRINCIPAL COMPONENT ANALYSIS AND APPEARANCE BASED METHODS .....................................................................................................................................................................................1050

Yilmaz, C. M. ; Kose, C.

INTERFERENCE ALIGNMENT WITH IMPROVED STREAM SELECTION IN HETEROGENEOUS NETWORKS.................................................................................................................................................................................................1054

Beyazit, E. A. ; Ozbek, B. ; Le Ruyet, D.

PLANT COUNTING BY USING K-NN CLASSIFICATION ON UAVS IMAGES ...........................................................................1058Tavus, M. R. ; Eker, M. E. ; Senyer, N. ; Karabulut, B.

SOLVING KNAPSACK PROBLEM WITH GENETIC ALGORITHM..............................................................................................1062Uslu, F. S.

OPPORTUNISTIC DEVICE-TO-DEVICE COMMUNICATION IN WIRELESS DOWNLINK....................................................1066Akarsu, A. ; Girici, T.

AN EXPERT SYSTEM BASED ON DISCRETE WAVELET TRANSFORM - ANFIS FOR ACQUISITION AND RECOGNITION OF INVARIANT FEATURES FROM TEXTURE IMAGES ..................................................................................1070

Avci, D. ; Poyraz, M. ; Leblebicioglu, M. K.

COUNTERFEIT GOLD IDENTIFICATION USING SOUND AND IMAGE PROCESSING .........................................................1074Can, Y. S. ; Alagoz, F. ; Ozer, E. ; Gundebahar, M.

DETECTION OF MITOTIC CELLS USING COMPLETED LOCAL BINARY PATTERN IN HISTOPATHOLOGICAL IMAGES.........................................................................................................................................................1078

Sigirci, I. O. ; Albayrak, A. ; Bilgin, G.

DIFFERENT NUMBERS OF SUBCARRIER ALLOCATION IN OFDMA SYSTEMS VIA RANDOM BIPARTITE GRAPHS ................................................................................................................................................................................1082

Engin, B. ; Altunbas, I. ; Tedik Basaran, S. ; Karabulut Kurt, G.

ITERATIVE ESTIMATION OF THE EYE PUPIL CENTER ..............................................................................................................1086Karakoc, N. S. ; Karahan, S. ; Akgul, Y. S.

DETECTING FAULT TYPE AND FAULT LOCATION IN POWER TRANSMISSION LINES BY EXTREME LEARNING MACHINES ...........................................................................................................................................................................1090

Tagluk, M. E. ; Mamis, M. S. ; Arkan, M. ; Ertugrul, O. F.

DETERMINATION OF LOCATION USING RSSI AND LQI BASED ON FUZZY LOGIC...........................................................1094Tuncer, S. ; Tuncer, T.

INVESTIGATION OF PERFORMANCE EFFECT OF INPUT DIVERSITY ON LONG TERM ELECTRICITY DEMAND FORECASTING........................................................................................................................................................................1098

Altinoz, O. T. ; Mengusoglu, E.

MULTICOPTER USAGE FOR ANALYSIS PRODUCTIVITY IN AGRICULTURE ON GAP REGION.....................................1102Tabanlioglu, A. ; Yucedag, A. C. ; Tuysuz, M. F. ; Tenekeci, M. E.

MICROSTRIP ROTMAN LENS FED ARRAY USING MULTISECTION TRANSITION .............................................................1106Al-Obaidi, M. K. ; Uyguroglu, R.

EFFECTS OF AUTAPSE ON THE TRANSMISSION OF LOCALIZED RHYTHMIC ACTIVITY IN SMALL-WORLD NEURONAL NETWORKS........................................................................................................................................................1110

Baysal, V. ; Yilmaz, E. ; Ozer, M.

VIBRATIONAL RESONANCE IN A HODGKIN-HUXLEY NEURON..............................................................................................1114Yilmaz, E. ; Baysal, V. ; Ozer, M.

IMAGE PROCESSING BASED FAULT DETECTION APPROACH FOR RAIL SURFACE ........................................................1118Yaman, O. ; Karakose, M. ; Akin, E. ; Aydin, I.

DYNAMIC BEHAVIOR ANALYSIS OF PV CELL WITH LYAPUNOV EXPONENTS .................................................................1122Saman, M. ; Karakose, M. ; Akin, E.

ANALYSIS OF SOCIAL MEDIA MESSAGES FOR DISASTERS VIA SEMI SUPERVISED LEARNING .................................1126Nar, S. ; Akgul, Y. S.

AN OPTIMIZATION APPROACH FOR INVOICE IMAGE ANALYSIS..........................................................................................1130Aslan, E. ; Karakaya, T. ; Unver, E. ; Akgul, Y. S.

COMPARISON OF TIME DIFFERENCE VARIATIONS OF PHOTOPLETHYSMOGRAPHIC SIGNALS WITH DIFFERENT WAVELENGTHS....................................................................................................................................................1134

Vahdani-Manaf, N. ; Kayikcioglu, T.

TIME SERIES ANALYSIS OF 222RN GAS MEASUREMENTS RECEIVED FROM OSMANIYE REGION ..............................1138Kamislioglu, M. ; Kulahci, F.

SELECTION OF PROPER ELECTRODES AND IMPROVING PERFORMANCE IN BRAIN COMPUTER INTERFACES ..............................................................................................................................................................................................1142

Durmus, E. ; Gursel Ozmen, N.

SPEED BUMP DETECTION SYSTEM BY AUTOTHRESHOLDING METHOD............................................................................1146Mertoglu, J. N. ; Orhanli, T.

CLASSIFICATION OF NORMALIZED HEALTY AND PATHOLOGICAL LUNG SOUNDS .....................................................1150Aras, S. ; Gangal, A. ; Bulbul, Y.

KU BAND MICROSTRIP PATCH ANTENNA ......................................................................................................................................1154Caliskan, K. ; Ozkul, S. H. ; Sarigul, H. C. ; Ozmen, Y. E. ; Imeci, T.

ESTIMATION OF IDLE TIME FOR SYNCHRONIZATION: A CASE STUDY ON FATIH PROJECT .....................................1158Kaya Gulagiz, F. ; Eken, S. ; Kavak, A. ; Sayar, A.

MODELLING TWIN ROTOR SYSTEM WITH ARTIFICIAL NEURAL NETWORKS.................................................................1162Deniz, M. ; Bidikli, B. ; Bayrak, A. ; Ozdemirel, B. ; Tatlicioglu, E.

DESIGN OF MINIATURIZED AND BIOCOMPATIBLE IMPLANT ANTENNA FOR RETINAL PROSTHESIS SYSTEMS......................................................................................................................................................................................................1167

Kaka, A. O. ; Toycan, M.

IMPLEMENTATION OF REAL TIME CHANNEL BASED SPECTRUM MONITORING FOR 2.4 GHZ ISM BAND .............................................................................................................................................................................................................1171

Gokceli, S. ; Karabulut Kurt, G.

DISCRIMINATIVE TRAINING OF THE KEYWORD SEARCH CONFUSION MODEL .............................................................1175Sari, L. ; Saraclar, M.

COLLISION-FREE MAC APPROACHES IN WIRELESS NETWORKS .........................................................................................1179Tuysuz, M. F. ; Yuzgul, T.

POSTERIORGRAM BASED APPROACHES IN KEYWORD SEARCH ..........................................................................................1183Sari, L. ; Gundogdu, B. ; Saraclar, M.

NETWORK TRAFFIC ESTIMATION USING MARKOV CHAIN AND INCREMENTAL GAUSSIAN MIXTURE .....................................................................................................................................................................................................1187

Kumlu, D. ; Hokelek, I.

THE EFFECT OF CHANNEL BLOCKING ON FIRST SPIKE TIMING ..........................................................................................1191Uzun, R. ; Ozer, M.

CLASSIFICATION OF P300 EVENT RELATED POTENTIALS WITH DISCRETE WAVELET TRANSFORM ....................1200Akman Aydin, E. ; Bay, O. F. ; Guler, I.

A NOVEL BRAIN-COMPUTER INTERFACE BASED ON THE GAZE ROTATING VANE INDEPENDENT EEG ................................................................................................................................................................................................................1204

Maleki, M. ; Manshouri, N. ; Kayikcioglu, T.

TEACHING HUMAN GESTURES TO HUMANOID ROBOTS BY USING KINECT SENSOR....................................................1208Yavsan, E. ; Ucar, A.

NETWORK CODING APPLICATIONS IN MOLECULAR COMMUNICATION ..........................................................................1212Akdeniz, B. C. ; Tepekule, B. ; Pusane, A. E. ; Tugcu, T.

OPTIMUM PLACEMENT OF THE CUTTING PATTERNS ON THE LEATHER WITH IMAGE PROCESSING AND OPTIMIZATION ....................................................................................................................................................1216

Senel, F. A. ; Cetisli, B. ; Guvenc, S. A. ; Tasci, I.

DETECTING INSHORE SHIPS IN SATELLITE IMAGES .................................................................................................................1220Ozcan, A. H. ; Unsalan, C.

LIDAR HEIGHT DATA FILTERING USING EMPIRICAL MODE DECOMPOSITION..............................................................1224Ozcan, A. H. ; Unsalan, C.

EOG BASED INTELLIGENT DIRECTION DETECT SYSTEM WITH PRE-FILTERING ALGORITHM ...............................1228Erkaymaz, H. ; Ozer, M. ; Kaya, C. ; Orak, I. M.

CHANNEL STATE PREDICTION FOR COGNITIVE RADIOS WITH STOCHASTICALLY VARYING PRIMARY USER TRAFFIC DENSITY ...................................................................................................................................................1232

Duzenli, T. ; Akay, O.

DESIGN AND IMPLEMENTATION OF A SOFTWARE DEFINED RADIO BASED OFDMA NETWORK ..............................1236Gokceli, S. ; Alakoca, H. ; Karabulut Kurt, G.

LEARNING BASED AUTOMATED TELEOPERATION SYSTEM...................................................................................................1240Coskun, H. ; Yucer, S. ; Akay, A. ; Akgul, Y. S.

DETECTION OF RAIL FAULTS USING MORPHOLOGICAL FEATURE EXTRACTION BASED IMAGE PROCESSING ..............................................................................................................................................................................................1244

Tastimur, C. ; Akin, E. ; Karakose, M. ; Aydin, I.

STATE CHANGE DETECTION ON PV PANELS BASED ON IMAGE PROCESSING.................................................................1248Ozbey, N. ; Karakose, M.

SINTER MACHINE SPEED CONTROL BASED ON THERMAL CONTROL ................................................................................1252Beskardes, A. ; Erkinay Ozdemir, M. ; Yildirim, S.

IMPROVING WIGNER-HOUGH TRANSFORM FOR HARDWARE IMPLEMENTATION TO INTERCEPT LFMCW SIGNALS......................................................................................................................................................................................1256

Guner, K. K. ; Erkmen, B. ; Gulum, T. O. ; Erdogan, A. Y. ; Yildirim, T. ; Durak Ata, L.

A COMPARISON OF PCA, LDA AND DCVA IN EAR BIOMETRICS CLASSIFICATION USING SVM..................................1260Kacar, U. ; Kirci, M. ; Gunes, E. O. ; Inan, T.

AUDIO-VISUAL HUMAN TRACKING FOR ACTIVE ROBOT PERCEPTION .............................................................................1264Bayram, B. ; Ince, G.

APPLICATION OF PESTICIDE USING UNMANNED AERIAL VEHICLE ...................................................................................1268Ay, F. ; Ince, G.

MODIFIED SEGMENT CONSTRAINED VECTOR QUANTIZER DESIGN ...................................................................................1272Jahromi, M. N. S. ; Demirciler, K.

COMPUTER AIDED DETERMINATION OF PROPORTION OF SAND IN A SOIL.....................................................................1276Gok, H. ; Orhan, U.

HIGH PRIORITY TWEET DETECTION AND SUMMARIZATION IN NATURAL DISASTERS ..............................................1280Kebabci, K. ; Karsligil, M. E.

INCREASING THE PERFORMANCE OF FACE RECOGNITION IN NEAR INFRARED REGION WITH HIERARCHICAL GROUPING .................................................................................................................................................................1284

Yildiz, H. ; Torunoglu, O. ; Saraydemir, S.

ECG BASED HUMAN IDENTIFICATION USING LOGSPACE GRID ANALYSIS OF SECOND ORDER DIFFERENCE PLOT ..................................................................................................................................................................................1288

Altan, G. ; Kutlu, Y.

AN FPGA BASED POWER QUALITY MONITORING SYSTEM .....................................................................................................1292Yildirim, O. ; Eristi, B. ; Eristi, H. ; Unal, S. ; Erol, Y. ; Demir, Y.

COOPERATIVE OFDM BASED MAXIMUM-RATIO TRANSMISSION .........................................................................................1296Gucer, O. ; Birol, A. ; Gucluoglu, T.

INVESTIGATION OF SCHIZOPHRENIC EEG SIGNALS USING WAVELET TRANSFORM FUNCTIONS ..........................1297Arasil, G. ; Ertay, A. O. ; Kaplan, E.

ANALYSIS WINDOW LENGTH SELECTION FOR LINEAR SIGNAL MODELS ........................................................................1301Yazar, A. ; Candan, C.

FAILURE TOLERANT FORWARDING IN WIRELESS SENSOR NETWORKS ...........................................................................1305Ozen, S. ; Oktug, S.

FACIAL FEATURE DETECTION USING CONDITIONAL REGRESSION FORESTS ................................................................1309Vural, G. ; Gokmen, M.

FRONTIER-BASED AUTONOMOUS EXPLORATION ALGORITHM IMPLEMENTATION....................................................1313Uslu, E. ; Cakmak, F. ; Balcilar, M. ; Amasyali, M. F. ; Yavuz, S.

DETECTION OF FAKE BANKNOTES WITH ARTIFICIAL NEURAL NETWORKS AND SUPPORT VECTOR MACHINES ................................................................................................................................................................................1317

Celik, E. ; Kondiloglu, A.

IMPLEMENTATION OF HIGH-PERFORMANCE LSM USING WAVELET TRANSFORMATION ANALYSIS ...................1321Sansal, F. ; Gokdag, Y. E. ; Kizilcabel, H. ; Gokdel, Y. D.

ON THE ERROR PERFORMANCE BOUNDS OF POSITIONING USING RSSI-BASED FINGERPRINTS .............................1325Dogan, S. ; Yilmaz, F. ; Erturk, S.

ARTIFICIAL BANDWIDTH EXTENSION OF SPEECH EXCITATION..........................................................................................1329Tugtekin Turan, M. A. ; Erzin, E.

THE ROLE OF SHORT-TERM SYNAPTIC DEPRESSION AND ADAPTIVE THRESHOLD ON CORTICAL IRREGULAR SPIKE ACTIVITY .............................................................................................................................................................1333

Ileri, U. ; Calim, A. ; Uzuntarla, M. ; Ozer, M.

COMPARATIVE ANALYSIS OF MAXIMUM POWER POINT TRACKING METHODS FOR RAPID ENVIRONMENTAL CHANGES...............................................................................................................................................................1337

Dagteke, S. E. ; Unal, S.

COIN RECOGNITION BASED ON GEOMETRIC FEATURES.........................................................................................................1341Benligiray, B. ; Cakir, H. I. ; Topal, C. ; Akinlar, C.

FACE RECOGNITION WITH LOCAL WALSH-HADAMARD TRANSFORM AROUND LANDMARKS ................................1342Uzun-Per, M. ; Gokmen, M.

REFOCUSING OF MOVING TARGETS IN SPOTLIGHT SAR RAW DATA .................................................................................1346Papila, I. ; Paker, S. ; Kartal, M. ; Kent, S.

FRACTIONAL-RATE RADIOMETER FOR SPECTRUM SENSING BASED ON I/Q BRANCH SEPARATION .....................1350Boyaci, A. ; Yarkan, S. ; Sonmez, A. C.

CORNER DETECTION BY LOCAL ZERNIKE MOMENTS..............................................................................................................1354Ozbulak, G. ; Gokmen, M.

BER PERFORMANCE OF THREE-PHASE DIGITAL NETWORK CODING EMPLOYING TAS/OFDM IN THE PRESENCE OF IMPERFECT CHANNEL STATE INFORMATION .......................................................................................1358

Coskun, A. F. ; Kucur, O.

CLASSIFICATION OF PROCESSED HAZELNUTS WITH COMPUTER VISION .......................................................................1362Guvenc, S. A. ; Senel, F. A. ; Cetisli, B.

DETECTION OF RAILWAY TRACK FROM IMAGE BY HEURISTIC METHOD.......................................................................1366Bettemir, O. H.

DESIGN AND IMPLEMENTATION OF A COMMUNICATION PROTOCOL FOR MOBILE DEVICE CONTROLLED SMART HOME MANAGEMENT SYSTEM .............................................................................................................1370

Mentesoglu, M. ; Kavak, A. ; Yakut, M. ; Tangel, A. ; Sahin, S. ; Ozcan, H.

JESTKOD DATABASE: DYADIC INTERACTION ANALYSIS.........................................................................................................1374Bozkurt, E. ; Khaki, H. ; Kececi, S. ; Turker, B. B. ; Yemez, Y. ; Erzin, E.

MULTI COUNTRY SUPPORT ON VOIP SWITCHES: CENTRAL INTERNATIONAL SWITCH .............................................1378Gozuacik, N. ; Yilmaz, E. ; Tuncel, F. ; Sahin, K. ; Ozdemir, B. ; Gurpinar, U. ; Bayramoglu, E. ; Yavuz, O. ; Kaya, A. B.

COMPARISON OF WAVELETS FOR CLASSIFICATION OF COGNITIVE EEG SIGNALS .....................................................1381Eraldemir, S. G. ; Yildirim, E.

RAY TRACING-BASED CHANNEL MODELLING FOR VHF FREQUENCY BAND ...................................................................1385Aitelieva, A. ; Celik, G. ; Celebi, H.

MANAGING 6LOWPAN SENSORS WITH COAP ON INTERNET ..................................................................................................1389Karaman, D. ; Gozuacik, N. ; Alagoz, M. O. ; Ilhan, H. ; Cagal, U. ; Yavuz, O.

CAPACITANCE MULTIPLIER DESIGN BY USING CFOA- .............................................................................................................1393Arslanalp, R. ; Yucehan, T.

HARMONIC ANALYSIS IN POWER SYSTEMS WITH DISCRETE FOURIER TRANSFORM .................................................1397Akmaz, D. ; Mamis, M. S.

A NOVEL APPROACH FOR THE DETECTION OF DIABETIC RETINOPATHY DISEASE .....................................................1401Alver, S. ; Ay, S. ; Tetik, Y. E.

IMPLEMENTATION OF DATA GENERATOR FOR PROCESS MINING APPLICATIONS ......................................................1405Yuzkat, M. ; Sen, B. ; Caymaz, H. K. ; Karabiber, F.

FAST AND ACCURATE LINEAR CANONICAL TRANSFORM ALGORITHMS .........................................................................1409Ozaktas, H. M. ; Koc, A.

A TMS320C6416 DSP-BASED HIGH-SPEED DATA ACQUISITION SYSTEM ..............................................................................1413Ozdemir, A. T. ; Atci, A.

ADAPTIVE NOISE CANCELLATION WITH A MULTIRATE NORMALIZED LEAST MEAN SQUARES FILTER .........................................................................................................................................................................................................1417

Ukte, A. ; Kizilkaya, A.

TARGET DETECTION IN HYPERSPECTRAL IMAGES USING SUPPORT VECTOR NEURAL NETWORKS ALGORITHM ..............................................................................................................................................................................................1421

Lokman, G. ; Yilmaz, G.

COMPUTER ASSISTED SPERM ANALYSIS SYSTEM DESIGNED ON A HYBRID CPU + FPGA ARCHITECTURE .......................................................................................................................................................................................1425

Savkay, O. L. ; Tavsanoglu, V. ; Yalcin, M. E. ; Cesur, E.

INVESTIGATION OF IMAGE REPRESENTATION AND DENOISING PERFORMANCES OF REAL AND COMPLEX VALUED FAST FINITE SHEARLET TRANSFORM .....................................................................................................1429

Yasar, H. ; Ceylan, M.

NOC BASED BANYAN OPENFLOW SWITCH FOR SOFTWARE DEFINED NETWORKS .......................................................1433Ozcevik, Y. ; Erel, M. ; Canberk, B.

ADAPTIVE LOCAL THRESHOLDING BASED NUMBER PLATE DETECTION.........................................................................1437Oksuz, C. ; Gullu, M. K.

THE IMPACT OF MAC LAYER PARAMETERS IN SYSTEM PERFORMANCE OF 802.11AC MULTI-HOP NETWORKS.................................................................................................................................................................................................1441

Alakoca, H. ; Karaca, M. ; Kurt, G. K.

CONTENT BASED MEDICAL IMAGE CLASSIFICATION USING DISCRETE WAVELET AND COSINE TRANSFORMS ............................................................................................................................................................................................1445

Karhan, Z. ; Ergen, B.

GEOMETRICAL SHAPE RECOGNITION BASED ON CDF EXTREME POINTS ANALYSIS ..................................................1449Ozturk, M.

ANALYSIS FOR REDUCING POWER CONSUMPTION OF WIRELESS LOCAL AREA NETWORK ACCESS POINTS .........................................................................................................................................................................................................1453

Demir, M. O. ; Karabulut Kurt, G. ; Karaca, M.

MULTICAST BEAMFORMING WITH ANTENNA SELECTION USING ALTERNATING MAXIMIZATION ......................1457Demir, O. T. ; Tuncer, T. E.

DISCRETE BROADCAST BEAMFORMING WITH ANTENNA AND USER SELECTION.........................................................1461Demir, O. T. ; Tuncer, T. E.

EFFECT OF SHUNT CAPACITORS ON POWER SYSTEMS CONTAINING RENEWABLE ENERGY RESOURCES................................................................................................................................................................................................1465

Gul, O. ; Kaygusuz, A. ; Tan, N.

CLASSIFICATION OF BREAST MASSES IN MAMMOGRAM IMAGES USING KNN...............................................................1469Alpaslan, N. ; Kara, A. ; Zencir, B. ; Hanbay, D.

ENHANCED MODELLING OF GUITAR DISTORTION ....................................................................................................................1473Zeki, E. ; Ciloglu, T.

MOBRAILLE: MOBILE FRAMEWORK FOR VISUALLY IMPAIRED USERS ............................................................................1477Kalmac, H. ; Diri, B.

WAVELET TRANSFORM BASED FINGERPRINT RECOGNITION ..............................................................................................1481Caliskan, A. ; Ertugrul, O. F.

ANALYSIS OF PFC AND THD WITH THE BOOST CONVERTER .................................................................................................1485Ozel, A. ; Tan, N.

COMPARISON OF DESPECKLE FILTERS FOR ENDOMETRIAL ULTRASOUND IMAGES..................................................1489Temizkan, E. ; Bilge, H. S. ; Temizkan, R. O.

EXPLORING THE EFFECTS OF MONITORING AND FLOW-RULE TIMEOUT DURATIONS ON LOAD BALANCING IN SOFTWARE DEFINED NETWORKS ......................................................................................................................1493

Alp, C. ; Isik, S. ; Ersoy, C.

CLASSIFICATION OF TRAVERTINE PLATES WITH IMAGE PROCESSING ...........................................................................1497Metlek, S. ; Cetisli, B. ; Senel, A. F.

IMAGE PROCESSING ON FIELD PROGRAMMABLE GATE ARRAYS .......................................................................................1501Celik, A. R.

THE IMPACT OF FILTERS ON THE ERROR VECTOR MAGNITUDE IN SOFTWARE DEFINED RADIOS .......................1505Uslu, M. ; Karabulut Kurt, G.

APPLICATIONS OF STABLE MATCHING ALGORITHM IN WIRELESS COMMUNICATION SYSTEMS .........................1509Sabucu, Y. ; Pusane, A. E. ; Karabulut Kurt, G.

TRACKING ONE DIMENSION STATE SPACE VARIABLES WITH PARTICLE FILTER METHOD.....................................1513Dilmen, H. ; Fatih Talu, M.

AN ENERGY-EFFICIENT MEDIUM ACCESS CONTROL OVER IEEE 802.11 WLANS.............................................................1517Tuysuz, M. F. ; Ucan, M. ; Ayneli, D.

COMMUNITY DETECTION IN SOCIAL NETWORKS USING CONTENT AND LINK ANALYSIS ........................................1521Kakisim, A. ; Sogukpinar, I.

A NEW WATERMARK ALGORITHM RESISTANCE TO GEOMETRIC TRANSFORMATIONS ............................................1525Ustubioglu, A. ; Ulutas, G. ; Ulutas, M.

MOBILE MALWARE CLASSIFICATION BASED ON PERMISSION DATA ................................................................................1529Egemen, E. ; Inal Ve Albert Levi, E.

ACOUSTIC DIRECTION FINDING UNDER HIGH REVERBERATION ........................................................................................1533Aktas, M. ; Akgun, T. ; Buyukaydin, D. ; Ozkan, H.

CHANNEL ESTIMATION FOR OFDM SYSTEMS IN POWER LINE COMMUNICATION .......................................................1537Curuk, S. M.

BIRD'S-EYE VIEW IMAGES TAKEN PLANT MATERIAL AND COUNTING .............................................................................1541Karhan, Z. ; Karakaya, A. ; Senyer, N. ; Kayhan, G.

BIG DATA FEATURE SELECTION AND PROJECTION FOR GENDER PREDICTION BASED ON USER WEB BEHAVIOUR .....................................................................................................................................................................................1545

Gulsen, E. ; Gunduz, H. ; Cataltepe, Z. ; Serinol, L.

ENERGY EFFICIENT HYBRID MAC PROTOCOL FOR LARGE SCALE WIRELESS SENSOR NETWORKS.....................1549Karahan, A. ; Erturk, I. ; Atmaca, S. ; Cakici, S.

EMERGENCY RECOVERY FOR SMALL CELL MANAGEMENT SYSTEM ...............................................................................1553Gurel, G. ; Keskin, S.

A COMPARISON OF FOCUS MEASURES FOR AUTOFOCUS SYSTEMS IN IR CAMERAS ...................................................1558Demir, H. S.

BRAILLE-2 AUTOMATIC INTERPRETATION SYSTEM .................................................................................................................1562Onur, K.

DATA-DEPENDENT MICRO-DOPPLER FEATURE SELECTION..................................................................................................1566Erol, B. ; Cagliyan, B. ; Tekeli, B. ; Gurbuz, S. Z.

AUTOMATIC TONIC IDENTIFICATION METHOD FOR TURKISH MAKAM MUSIC ............................................................1570Atli, H. S. ; Bozkurt, B.

THE EFFECT OF WIRELESS RADIO CHANNEL ON WCDMA SYSTEM WITH PARALEL INTERFERENCE CANCELLATION ......................................................................................................................................................1574

Kose, U. ; Ozen, A. E. ; Kurnaz, C.

ACCELERATED INTUITIONISTIC FUZZY EDGE DETECTION ALGORITHM BY USING CUDA .......................................1578Badem, H. ; Yalcin, E. ; Gunes, M.

HIGH DYNAMIC RANGE IMAGING ON A MOBILE DEVICE USING SINGLE INPUT IMAGE.............................................1582Celebi, A. T. ; Duvar, R. ; Urhan, O.

INTEGRATION OF MOTION AND LOCALIZATION FEATURES FOR HEAD MOVEMENT CLASSIFICATION......................................................................................................................................................................................1586

Gurkan, F. ; Gunsel, B. ; Basyurt, E.

ANALYSIS OF TRUE RANDOM NUMBER GENERATION METHOD UTILIZING FM RADIO SIGNALS ...........................1590Tanyer, S. G. ; Inam, S. C. ; Atalay, K. D.

AIR TARGET CLASSIFICATION BASED ON DEMPSTER-SHAFER APPROACH ....................................................................1594Turhan, H. I. ; Demirekler, M.

PERFORMANCE ANALYSIS OF POSITIONING BASED VELOCITY ESTIMATION METHODS FOR VEHICLES IN ITS.......................................................................................................................................................................................1598

Sesli, E. ; Hacioglu, G. ; Gangal, V.

ALARM CORRELATION USING APRIORI ALGORITHM ..............................................................................................................1602Sarkan, M. O. ; Akcakoca, A. ; Kucukakdag, C. ; Cataltepe, Z.

DIRECTIONALLY-STRUCTURED DICTIONARY LEARNING AND SPARSE REPRESENTATION BASED ON SUBSPACE PROJECTIONS...............................................................................................................................................................1606

Nazzal, M. ; Ozkaramanli, H.

ESTIMATING SOLAR RADIATION BY MACHINE LEARNING METHODS...............................................................................1611Ertugrul, E. ; Sahin, M. ; Aggun, F.

MATCHING DAY AND NIGHT LOCATION IMAGES USING SIFT AND LOGISTIC REGRESSION .....................................1615Tekin, N. ; Peker, K. A.

DEVELOPMENT AND IMPLEMENTATION OF MULTIBIOMETRIC ON PALM FINGER JOINT AND PALM PATTERN ........................................................................................................................................................................................1619

Makul, O. ; Ekinci, M.

DETECTION OF SPIKE-WAVE DISCHARGES IN THE EEG SIGNALS OF WAG/RIJ RATS ..................................................1623Sayli, O.

STATISTICAL INVESTIGATION OF DESIGN KNUT WOLD TRNG .............................................................................................1627Avaroglu, E.

PERFORMANCE ANALYSIS OF BEAMFORMING TECHNIQUES IN MU-MIMO SYSTEMS WITH RESIDUAL RF IMPAIRMENTS...............................................................................................................................................................1631

Tamer, U. ; Sunu, C. ; Aktas, E. ; Yilmaz, A. O.

CLASSIFICATION OF MEDICAL DOCUMENTS ACCORDING TO DISEASES .........................................................................1635Parlak, B. ; Uysal, A. K.

HIGH-RESOLUTION MULTI-BAND SPECTRUM OCCUPANCY MEASUREMENTS AND EVALUATIONS AT 900MHZ DOWNLINK BAND FOR ISTANBUL METROPOLITAN ...........................................................................................1639

Aki, F. N. ; Boyaci, A. ; Yarkan, S.

IMPLEMENTATION OF NUMERICALLY CONTROLLED OSCILATOR THAT USES DE MOIVRE IDENTITY AND TRIGONOMETRIC RELATIONS.............................................................................................................................1643

Kaya, Z. ; Seke, E.

ENTROPY ANALYSIS OF SURFACE EMG FOR CLASSIFICATION OF FACE MOVEMENTS ..............................................1647Topcu, C. ; Akgul, A. ; Bedeloglu, M. ; Doger, E. N. ; Sever, R. ; Ozkan, O. ; Ozkan, O. ; Uysal, H. ; Polat, O. ; Colak, O. H.

METAMATERIAL CHARACTERISTICS OF DIELECTRIC RESONATOR ARRAYS IN RECTANGULAR WAVEGUIDE AND FREE SPACE...........................................................................................................................................................1651

Kalender, G. ; Secmen, M. ; Zoral, E. Y.

SOLVING ASYMMETRIC TRAVELING SALESMAN PROBLEM USING GENETIC ALGORITHM .....................................1655Birtane Akar, S. ; Sahingoz, O. K.

AN APPROACH FOR NON-UNIFORM RESAMPLING OF RADAR RANGE DATA ...................................................................1660Colak, S. A. ; Erturk, S. ; Turan, S.

CLASSIFICATION OF ALS DISEASE USING SUPPORT VECTOR MACHINES.........................................................................1664Kucuk, H. ; Eminoglu, I.

DETECTION OF NON-CODING RNA'S WITH OPTIMIZED SUPPORT VECTOR MACHINES ..............................................1668Arslan, A. ; Sen, B.

REPRESENT, REDUCE, CLASSIFY: THE ESSENTIAL STAGES FOR SCENE RECOGNITION .............................................1672Ozkan, S. ; Soysal, M. ; Esen, E. ; Bozdagi Akar, G.

IMPROVING THE LIMIT OF DETECTION (LOD) OF MICROSENSOR USED IN DETECTION OF BRAIN DISEASES VIA WAVELET FILTER.......................................................................................................................................................1676

Koc, H. ; Kadihasanoglu, G. ; Geyikoglu, M. D. ; Dertli, M. E. ; Cavusoglu, B. ; Ozbek, I. Y. ; Oral, E. A. ; Hacimuftuoglu, A. ; Sonmez, E. ; Karacali, T. ; Ertugrul, M. ; Efeoglu, H.

GNSS AUGMENTATION AND REGIONAL POSITIONING SYSTEMS OVER TURKSAT COMMUNICATION SATELLITES .........................................................................................................................................................1680

Demircioglu, E. ; Gulgonul, S. ; Yagli, A. F. ; Ertok, H. H.

ANALYSIS OF CLIPPING NOISE IN VISIBLE LIGHT COMMUNICATIONS .............................................................................1684Fisne, A. ; Toker, C.

BILISSEL DURUM ANALIZI I~IN BEYIN AGI MODELI ..................................................................................................................1688Onal, I. ; Aksan, E. ; Velioglu, B. ; Firat, O. ; Ozay, M. ; Yarman Vural, F. T.

PERFORMANCE ANALYSIS OF FOURTH ORDER CUMULANT METHOD IN DIRECTION OF ARRIVAL ESTIMATION ..............................................................................................................................................................................................1693

Guner, A. ; Ustundag, M.

MAXIMAL RATIO COMBINING WITH ENERGY HARVESTING MULTI-ANTENNA RECEIVERS ....................................1697Uctu, G. ; Yuksel, M.

NEGATIVE SELECTION BASED SHADOW DETECTION ALGORITHM ....................................................................................1701Firildak, K. ; Karakose, M.

DESIGNING A SMART SECURITY CAMERA SYSTEM ...................................................................................................................1705Erkan, E. ; Ozcalik, H. R. ; Yilmaz, S.

ATIS TESPIT SISTEMLERI IÇIN DUYARLILIK ANALIZI ..............................................................................................................1709Ozugur, O. ; Sonmez, T. ; Basli, A. B. ; Leblebicioglu, M. K.

PERFORMANCE ANALYSIS OF E-LEARNING SERVER ................................................................................................................1717Abaci, H. ; Sinecen, M.

PERFORMANCE EVALUATION OF DASH RATE ADAPTATION ALGORITHMS....................................................................1721Ozveren, Y. ; Cetinkaya, C. ; Sayit, M.

A NEW METHOD FOR OBJECT DETECTION FROM BINARY IMAGES....................................................................................1725Tuncer, T. ; Avci, E. ; Coteli, R.

SEGMENTATON PERFORMANCE COMPARISON OVER HDR IMAGES...................................................................................1729Yetgin, O. E. ; Gerek, O. N.

CRYPTOGRAPHIC RANDOM NUMBER GENERATOR FOR MOBILE DEVICES.....................................................................1733Ozkaynak, F. ; Ozdemir, H. I. ; Ozer, A. B.

INTERFERENCE MANAGEMENT IN TWO-TIER HETEROGENEOUS NETWORKS USING BLIND INTERFERENCE ALIGNMENT ..............................................................................................................................................................1737

Bahmani, K. ; Bakhshi, R. ; Ince, E. A. ; Yetis, C. M.

IMAGE FORGERY DETECTION BASED ON COLOUR SIFT..........................................................................................................1741Ustubioglu, B. ; Ayas, S. ; Dogan, H. ; Ulutas, G.

RECOGNITION AND CLASSIFICATION OF HUMAN ACTIVITY FROM RGB-D VIDEOS .....................................................1745Gurkaynak, D. ; Yalcin, H.

EXTRACTION OF UNRESTRICTED PALM PATTERNS IN A 3D ENVIRONMENT AND ITS APPLICATION IN BIOMETRICS.........................................................................................................................................................................................1749

Baykal, E. ; Ekinci, M.

A NEW DATA HIDING ALGORITHM BASED ON DIRECTION VECTOR FOR DIGITAL IMAGES .....................................1753Tuncer, T. ; Avci, E.

BLUE-BASED REAL-TIME LOCATION ESTIMATION USING INDOOR RSSI MEASUREMENTS .......................................1757Bandirmali, N. ; Torlak, M.

AN IMPROVEMENT FOR KNUTT/DURSTENFELD ALGORITHM BASED IMAGE ENCRYPTION .....................................1761Guvenoglu, E. ; Tuysuz, M. A. A.

APPLICATION SPECIFIC DYNAMIC SLEEP SCHEDULING .........................................................................................................1765Pinarer, O. ; Ozgovde, A.

A HEURISTIC-BASED BAND SELECTION APPROACH TO IMPROVE CLASSIFICATION ACCURACY IN HYPERSPECTRAL IMAGES ...................................................................................................................................................................1769

Cukur, H. ; Binol, H. ; Bal, A.

VISKON-RS: RAPID DAMAGE ASSESSMENT SOFTWARE WITH REMOTE SENSING .........................................................1773Kahraman, F. ; Imamoglu, M. ; Ozcan, B. Y. ; Huroglu, C. ; Alasag, T. ; Gemici, O. F. ; Hocaoglu, M. A. ; Ates, H. F.

A MULTI-RESOLUTION APPROACH FOR EDGE DETECTION USING ANT COLONY OPTIMIZATION .........................1777Ashir, A. M. ; Eleyan, A.

LENGTH FORMULATION EXTRACTION OF RECTANGULAR PATCH ANTENNA BY USING SELF ORGANIZING MIGRATION ALGORITHM.........................................................................................................................................1781

Altinoz, O. T. ; Yilmaz, A. E.

ANALYSIS OF ATTACK TYPES ON TCP/IP BASED NETWORKS VIA EXPLOITING PROTOCOLS ...................................1785Karadogan, I. ; Das, R.

A SPARSE APPROACH FOR THE PRESENCE DETECTION OF LONG-CODE DS-SS SIGNALS ...........................................1789Uysal, C. ; Filik, T.

PARALLELIZATION OF HOOKE-JEEVES PATTERN RECOGNITION ALGORITHM BY USING CUDA FOR GPGPU.................................................................................................................................................................................................1793

Tolga Altinoz, O. ; Egemen Yilmaz, A.

A MODIFIED GRAPH BASED APPROACH FOR LEAF SEGMENTATION WITH GPGPU SUPPORT ..................................1797Donmez, E. ; Zadeh, P. V.

DEVELOPMENT OF A VOICE-CONTROLLED HOME AUTOMATION USING ZIGBEE MODULE.....................................1801Cubukcu, A. ; Kuncan, M. ; Kaplan, K. ; Metin Ertunc, H.

DETECTION AND COUNTING OF ONCORHYNCHUS MYKISS SPERMATOZOA...................................................................1805Okumus, F. ; Kocamaz, A. F. ; Ozgur, M. E.

PERFORMANCE ANALYSIS OF THE STRUCTURAL FACTORS IN THE COMMUNICATION OF THE WIRELESS SENSOR NETWORK............................................................................................................................................................1809

Ozyurt, F. ; Avci, E. ; Cevik, T.

ENTERPRISE CROWDSOURCING PLATFORM FOR GEOSPATIAL IMAGE ANALYSIS ......................................................1813Kahraman, F. ; Huroglu, C. ; Imamoglu, M. ; Ozcan, B. Y. ; Kalkan, M. I. ; Hocaoglu, M. A. ; Ozturk, E. ; Kurt, B.

OPTIMAL POWER CONTROL IN TWO-TIER NETWORKS AT LOW-SNR REGIME ..............................................................1817Demir, U. ; Toker, C. ; Inaltekin, H.

UNMANNED MOBILE FLEET APPLICATION WITH SENSOR NETWORKS .............................................................................1821Gunay, F. B. ; Cavdar, T.

EFFECTS OF HMD ON 2D OBJECT INTERACTION IN 3D VIRTUAL ENVIRONMENTS .......................................................1825Tunali, M. F. ; Gokturk, M.

EDGE DEDECTION APPLICATION WITH FPGA BASED SOBEL OPERATOR .........................................................................1829Koyuncu, I. ; Cetin, O. ; Katircioglu, F. ; Tuna, M.

MULTIBAND MONOPOLE ANTENNA DESIGN FOR MICROWAVE IMAGING APPLICATIONS........................................1833Alkasi, U. ; Caglayan, T. ; Ahmadzay, H. ; Cayoren, M.

ADAPTIVE NEUROFEEDBACK ON PARIETO-OCCIPITAL CORTEX FOR MOTOR LEARNING PERFORMANCE.........................................................................................................................................................................................1837

Ozdenizci, O. ; Meyer, T. ; Cetin, M. ; Grosse-Wentrup, M.

SEMI-SUPERVISED ADAPTATION OF MOTOR IMAGERY BASED BCI SYSTEMS ................................................................1841Yilmaz, I. ; Demir, S. ; Tasdizen, T. ; Cetin, M.

BUSY TONE IMPLEMENTATION FOR COEXISTENCE OF IEEE 802.22 AND 802.11AF SYSTEMS .....................................1845Karatalay, O. ; Erkucuk, S. ; Baykas, T.

VISUAL TRACKING AND CONTROL OF UNMANNED AERIAL VEHICLE...............................................................................1849Surucu, D. ; Surucu, M. ; Koksal, K. ; Hacioglu, R.

A COMPUTATIONAL MODEL ON AFFECTS OF SUBCORTICAL OSCILLATIONS DURING WORKING MEMORY .....................................................................................................................................................................................................1853

Celikok, U. ; Sengor, N. S.

EDGE PRESERVING IMAGE DENOISING METHOD BASED ON AVERAGING .......................................................................1857Duman, E. ; Erdem, O. A.

ENHANCEMENT OF ULTRASOUND IMAGES WITH BILATERAL FILTER AND RAYLEIGH CLAHE .............................1861Konyar, M. Z. ; Erturk, S.

A SIMPLE APPROACH TO TRAFFIC DENSITY ESTIMATION BY USING KERNEL DENSITY ESTIMATION ..............................................................................................................................................................................................1865

Yilan, M. ; Ozdemir, M. K.

INVESTIGATION OF BLIND AND PILOT BASED CHANNEL ESTIMATION PERFORMANCES IN MIMO-OFDM SYSTEM ..........................................................................................................................................................................................1869

Ercan, S. U. ; Kurnaz, C.

AUTOMATED DENDRITIC SPINE TRACKING ON 2-PHOTON MICROSCOPIC IMAGES ....................................................1873Kilic, B. ; Rada, L. ; Erdil, E. ; Argunsah, A. O. ; Cetin, M. ; Unay, D.

ENERGY EFFICIENT MULTIHOP ROUTING IN WIRELESS SENSOR NETWORKS BASED ON ANT COLONY ALGORITHM............................................................................................................................................................................1877

Gangal, V. ; Hacioglu, G. ; Sesli, E.

ENHANCED PHYSICAL LAYER SECURITY BY OFDM SIGNAL TRANSMISSION IN FRACTIONAL FOURIER DOMAINS .................................................................................................................................................................................1881

Catak, E. ; Ata, L. D. ; Mantar, H. A.

COMMUNICATION OPPORTUNITIES IN SMART GRIDS ..............................................................................................................1885Keles, C. ; Kaygusuz, A.

SUPERPIXEL BASED UNSUPERVISED CHANGE DETECTION OF MANMADE TARGETS ON SATELLITE IMAGES ........................................................................................................................................................................................................1889

Buzcu, I. ; Alatan, A. A.

VIRTUAL MOUSE CONTROL WITH HAND GESTURE INFORMATION EXTRACTION AND TRACKING ......................1893Dogan, R. O. ; Dogan, H. ; Kose, C.

REAL-TIME TRAFFIC SIGN RECOGNITION BASED ON SHAPE AND COLOR CLASSIFICATION ...................................1897Caglayan, T. ; Ahmadzay, H. ; Kofraz, G.

WAVELET MERGED MULTI-RESOLUTION SUPER-PIXELS AND THEIR APPLICATIONS ON FLUORESCENT MSC IMAGES...............................................................................................................................................................1901

Yorulmaz, O. ; Oguz, O. ; Akhan, E. ; Tuncel, D. ; Atalay, R. C. ; Cetin, A. E.

MANAGING TCP CONNECTIONS OF FILE RECONSTRUCTION PROCESS IN ERASURE CODES ....................................1905Haytaoglu, E. ; Dalkilic, M. E.

SEGMENTATION OF BRAIN MRI IMAGES BY USING TYPE-II FUZZY CLUSTERING ALGORITHM .............................1909Toker, I. ; Dogan, B. ; Pinar, S. K.

IN-BAND INTERFERENCE REDUCTION BY USING WIENER FILTER IN RADIO CHANNEL DATA ................................1913Ercan, S. U.

SCENE TEXT LOCALIZATION USING KEYPOINTS .......................................................................................................................1917Erdogmus, N. ; Ozuysal, M.

RECOGNITION OF HAND-SKETCHED DIGITAL LOGIC GATES................................................................................................1921Gul, N. ; Tora, H.

PREDICTION OF BEARING FAULT SIZE BY USING MODEL OF ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM ...............................................................................................................................................................................1925

Kaplan, K. ; Kuncan, M. ; Ertunc, H. M.

EVALUATING SPATIAL DIVERSITY TECHNIQUE FOR MITIGATING MULTIPATH FADING OF FIXED TERRESTRIAL POINT-TO-POINT SYSTEMS ....................................................................................................................................1929

Goktas, P. ; Topcu, S. ; Karasan, E. ; Altintas, A.

EFFECTS OF STANDARD IMAGE PROCESSING METHODS ON STEGANALYSIS .................................................................1933Esen, E. ; Atil, I.

DETECT AND FORWARD BASED TWO-WAY RELAY SYSTEMS WITH MAXIMUM-RATIO TRANSCEIVERS.........................................................................................................................................................................................1937

Sahin, Y. ; Erdogan, E. ; Gucluoglu, T.

MICROSTRIP ANTENNAS FOR WIMAX APPLICATIONS..............................................................................................................1938Demirci, T. ; Caliskan, F. ; Aydin, E.

DESIGN OF CORE BLOCKS AND IMPLEMENTATION ON A PROGRAMMABLE LOGIC CONTROLLER FOR A TRAIN SIGNALIZATION SYSTEM ..........................................................................................................................................1942

Akmansayar, B. ; Kurtulan, S. ; Ors, S. B.

VIDEO COPY DETECTION USING MOTION CO-OCCURRENCE FEATURE............................................................................1946Arabaci, M. A. ; Esen, E.

REMOVING GRATING LOBES IN SPARSE SENSOR ARRAYS WITH A NONLINEAR APPROACH....................................1950Epcacan, E. ; Ciloglu, T. ; Candan, C. ; Mehmetcik, E.

A NEW STEGANOGRAPHIC APPROACH BASED ON COLOR CHANGE WITH LSB METHOD ..........................................1954Senturk, Z. ; Vatankulu, Y. E. ; Durna, Y.

SELECTIVE SUPER-RESOLUTION VIA SPARSE REPRESENTATIONS OF SHARP IMAGE PATCHES USING MULTIPLE DICTIONARIES AND BICUBIC INTERPOLATION.......................................................................................1957

Yeganli, F. ; Nazzal, M. ; Ozkaramanli, H.

DENOISING SPEECH SIGNAL USING COMMON VECTOR APPROACH ...................................................................................1961Durak, M. H. ; Seke, E. ; Ozkan, K.

A HARMONIC ANALYSIS USING PARALLEL COMPUTING ........................................................................................................1965Sefa, I. ; Battal, F.

INTERFERENCE ANALYSIS OF FIXED TERRESTRIAL MICROWAVE LOS/NLOS RADIO LINKS ...................................1969Goktas, P. ; Topcu, S. ; Karasan, E. ; Altintas, A.

KERNEL ESTIMATION FOR TIME-FREQUENCY DISTRIBUTION .............................................................................................1973Deprem, Z. ; Enis Cetin, A.

GPS-BASED ANTENNA TRACKING AND SIGNAL BEAMFORMING SYSTEM FOR SMALL UAV PLATFORM .................................................................................................................................................................................................1977

Bahat, M. F. ; Filik, T.

CLASSIFICATION OF FISH SPECIES WITH TWO DORSAL FINS USING CENTROID-CONTOUR DISTANCE....................................................................................................................................................................................................1981

Iscimen, B. ; Kutlu, Y. ; Uyan, A. ; Turan, C.

AUTOMATIC SMILE RECOGNITION FROM FACE IMAGES .......................................................................................................1985Akkoca, B. S. ; Gokmen, M.

IIR FILTER PARAMATER ESTIMATION WITH ABC ALGORITHM FOR MITRAL VALVE DOPPLER SIGNAL DENOISING .................................................................................................................................................................................1989

Kockanat, S. ; Koza, T. ; Karaboga, N.

LEARNING BY IMITATION AND IMPLEMENTATION OF SIGN LANGUAGE GESTURES BY A HUMANOID ROBOT .................................................................................................................................................................................1993

Kivrak, H. ; Kose, H.

FACIAL LANDMARK LOCALIZATION IN DEPTH IMAGES USING SUPERVISED DESCENT METHOD .........................1997Camgoz, N. C. ; Gokberk, B. ; Akarun, L.

A NOVEL METHOD FOR DETERMINATION OF WHEEZE TYPE ...............................................................................................2001Ulukaya, S. ; Sen, I. ; Kahya, Y. P.

DOOR DETECTION USING CAMERA IMAGES OBTAINED FROM INDOOR ENVIROMENTS............................................2005Adar, U. G. ; Bayindir, L.

3D SHAPE RECOGNITION: ENHANCED SKELETAL POINTS ......................................................................................................2009Sirin, Y. ; Demirci, M. F.

INDOOR REDUCTION OF NOISE IN RF SIGNAL WITH KALMAN FILTER..............................................................................2013Ozcan, H. ; Sahin, S. ; Mentesoglu, M. ; Pir, F.

A SYMMETRIC U-SLOT MICROSTRIP PATCH ANTENNA DESIGN ...........................................................................................2017Boyaci, A. ; Imeci, T.

SSA ANALYSIS OF NOISE ELIMINATED TRANSCRANIAL DOPPLER SIGNALS WITH IIR FILTERS .............................2021Koza, T. ; Karaboga, N. ; Kockana, S. ; Latifoglu, F.

PERFORMANCE ANALYSIS OF FEATURE EXTRACTION METHODS IN INDOOR SOUND CLASSIFICATION......................................................................................................................................................................................2025

Calik, N. ; Durak Ata, L. ; Serbes, A. ; Bolat, B. ; Yavuz, E.

INSHORE SHIP DETECTION IN MULTISPECTRAL SATELLITE IMAGES ...............................................................................2029Besbinar, B. ; Gurbuz, Y. Z. ; Alatan, A. A.

EXAMINING THE STRUCTURE CRACKS IN CONCRETE STRUCTURES EXPOSED TO HIGH TEMPERATURES.......................................................................................................................................................................................2033

Yavuz Celikdemir, M. ; Akbal, A.

A WIDEBAND CPW-FED MICROSTRIP ANTENNA DESIGN FOR WIRELESS COMMUNICATION APPLICATIONS ..........................................................................................................................................................................................2037

Abbak, M. ; Ertay, A. O. ; Simsek, S.

A COMPARISON OF LOW-LEVEL FEATURES FOR VISUAL ATTRIBUTE RECOGNITION ................................................2038Danaci, E. G. ; Ikizler Cinbis, N.

EMOTION RECOGNITION USING AUDITORY CUES .....................................................................................................................2042Caliskan, Y. E. ; Ince, G.

ZERO CROSSINGS OF INTRINSIC MODE FUNCTIONS FOR SINGLE CHANNEL SOURCE SEPARATION .....................2046Ozbek, M. E.

DECODING FAILURE PROBABILITY OF RANDOM NETWORK CODING SYSTEMS IN FADING CHANNELS ..................................................................................................................................................................................................2050

Khan, R. ; Kurt, G. K. ; Altunbas, I.

A SOFTWARE TOOL FOR COMPLEX-VALUED NEURAL NETWORK: CV-ANN ....................................................................2054Guruler, H. ; Peker, M.

MICROELECTROD FABRICATION FOR DIAGNOSIS AND TREATMENT OF BRAIN DISORDERS ..................................2058Acar, M. ; Shamsi, H. ; Oyar, O. ; Ozbek, I. Y. ; Hacimuftuoglu, A. ; Cavusoglu, B. ; Oral, E. A. ; Karacali, T. ; Sonmez, E. ; Ertugrul, M. ; Efeoglu, H.

DETERMINATION OF HARMONIC CURRENT CONTRIBUTIONS OF PLANTS SUPPLIED FROM PCC BASED ON STATE ESTIMATION ..........................................................................................................................................................2062

Sezgin, E. ; Gol, M. ; Salor, O.

A SURVEY ON RF MAPPING FOR INDOOR POSITIONING...........................................................................................................2066Bozkurt, S. ; Yazici, A. ; Gunal, S. ; Yayan, U.

LOW COST DUAL BAND MONOPOLE ANTENNA DESIGN AND ANALYSIS FOR 802.11 B/G/N/AC STANDARDS................................................................................................................................................................................................2070

Baytore, C. ; Ozgonul, M. C. ; Palandoken, M. ; Ozbakis, B. ; Kaya, A.

TURKISH OCR ON MOBILE AND SCANNED DOCUMENT IMAGES ..........................................................................................2074Karasu, K. ; Bastan, M.

APPROACHES TO MODELLING AND ANALYSIS OF PERFORMABILITY EVALUATION IN WIRELESS ENVIRONMENTS .......................................................................................................................................................................................2078

Ever, Y. K. ; Kirsal, Y. ; Ever, E.

COMPACT MULTIBAND MIMO ANTENNA DESIGNS AND ANALYSIS FOR 2.4/5.2/5.8 GHZ WLAN MIMO SYSTEMS......................................................................................................................................................................................................2082

Baytore, C. ; Palandoken, M. ; Kaya, A. ; Zoral, Y.

CHANNEL EFFECT ON PERFORMANCE OF ENERGY BASED SPECTRUM SENSING IN MIMO COGNITIVE RADIO ..................................................................................................................................................................................2086

Cakir, A. C. ; Yigit, H.

JPEG IMAGE ENCRYPTION VIA TEA ALGORITHM ......................................................................................................................2090Bagbaba, A. C. ; Ors, B. ; Kayhan, O. S. ; Erozan, A. T.

A WATERMARKING TECHNIQUE FOR RELATIONAL DATABASES BASED ON PARTITIONING ...................................2094Imamoglu, M. B. ; Ulutas, M. ; Ulutas, G.

A DETAILED ANALYSIS OF MSER AND FAST REPEATIBILITY ................................................................................................2098Uzyildirim, F. E. ; Koksal, A. ; Ozuysal, M.

MODELING OF VISIBLE LIGHT CHANNELS AND PERFORMANCE ANALYSIS OF ACO-OFDM .....................................2102Yesilkaya, A. ; Alsan, H. F. ; Miramirkhani, F. ; Panayirci, E. ; Senol, H. ; Uysal, M.

CLASSIFICATION WITH LORENTZIAN DISTANCE METRIC......................................................................................................2106Bilge, H. S. ; Kerimbekov, Y.

IMPROVING SPECTRAL CLUSTERING USING PATH-BASED CONNECTIVITY ....................................................................2110Guzel, K. ; Kursun, O.

INVESTIGATION OF HARMONIC ESTIMATION USING IMPERALIST COMPETITIVE ALGORITHM METHOD ......................................................................................................................................................................................................2114

Ertugrul, E. ; Guney, S.

GENDER PREDICTION BASED ON THE EXPIRATORY FLOW VOLUME CURVE .................................................................2119Cosgun, S. ; Ozbek, I. Y.

ESTIMATION OF CENTER OF MASS OF THE OBJECT TO BE HELD BY BARYCENTRIC COORDINATE SYSTEM AND POLYGON PARCELLING.............................................................................................................................................2122

Bozan, Y. S. ; Ozyer, G. T. ; Ozyer, B.

ACCELERATING CLASSIFICATION TIME IN HYPERSPECTRAL IMAGES ............................................................................2126Toker, K. G. ; Yuksel, S. E.

A NOVEL ACTIVE LEARNING METHOD FOR CONTENT BASED REMOTE SENSING IMAGE RETRIEVAL ................................................................................................................................................................................................2130

Demir, B. ; Bruzzone, L.

NEW WAVELET-BASED FEATURES FOR THE RECOGNITION OF JITTERED AND STAGGER PRI MODULATION TYPES..............................................................................................................................................................................2134

Gencol, K. ; Kara, A. ; At, N.

DISCRETE RELAY BEAMFORMING FOR BROADCASTING WITH RELAY SELECTION....................................................2138Demir, O. T. ; Tuncer, T. E.

DUAL BAND PLANAR INVERTED F ANTENNA DESIGN FOR WLAN AND WIMAX APPLICATIONS...............................2142Yamac, Y. E. ; Basaran, S. C.

MATCHING FACIAL ATTRIBUTES IN CARICATURE-PHOTOGRAPH PAIRS ........................................................................2145Abaci, B. ; Akgul, T.

DESIGN OF A CIRCULARLY POLARIZED MICROSTRIP ANTENNA ARRAY AT 2.45 GHZ ................................................2149Uysal, A. ; Ceylan, O. ; Yagci, H. B. ; Isik, C.

A NOVEL APPROACH FOR AUTOMATIC SHIP TYPE CLASSIFICATION ................................................................................2153Kacar, U. ; Kumlu, D. ; Kirci, M.

APPLICATION SPECIFIC PROCESSOR DESIGN FOR DCT BASED APPLICATIONS .............................................................2157Erozan, A. T. ; Aydogdu, A. S. ; Ors, B.

TRAFFIC SIGN CLASSIFICATION USING HOUGH TRANSFORM AND SVM...........................................................................2161Onat, E. ; Ozdil, O.

LOCAL SPECTRAL GRADIENT BASED GAS DETECTION IN LWIR HYPERSPECTRAL IMAGES....................................2166Cesmeci, D. ; Karaca, A. C. ; Erturk, A. ; Erturk, S.

JOINT POWER AND SUBCARRIER ALLOCATION IN OFDMA SYSTEMS ................................................................................2170Basaran, S. T. ; Kurt, G. K. ; Engin, B. ; Altunbas, I.

CLASSIFICATION OF SALIENT DENSE REGIONS IN MAMMOGRAMS BASED ON THE MINIMUM NESTING DEPTH APPROACH ...............................................................................................................................................................2174

Ture, H. ; Kayikcioglu, T.

OBJECT TRACKING BY PI CONTROL AND IMAGE PROCESSING ON EMBEDDED SYSTEMS ........................................2178Ozturk, T. ; Albayrak, Y. ; Polat, O.

BREAST CANCER DETECTION USING INVERSE RADON TRANSFORM WITH MICROWAVE IMAGE TECHNIQUE................................................................................................................................................................................................2182

Bicer, M. B. ; Akdagli, A. ; Ozdemir, C.

DETECTING FACE-LOOKING IMAGES..............................................................................................................................................2186Abaci, B. ; Akgul, T.

SPECTRUM SENSING WITH PERIODIC NON-UNIFORM SAMPLING .......................................................................................2190Celebi, H. B. ; Durak-Ata, L.

WIRELESS SENSOR NETWORK LOCALIZATION USING ALTERNATING MINIMIZATION ALGORITHM ..............................................................................................................................................................................................2191

Erdemir, E. N. ; Tuncer, T. E.

IMPLEMENTATION OF THE SAMPLING IMPORTANCE RESAMPLING PARTICLE FILTER ALGORITHM IN GRAPHICS PROCESSING UNIT ............................................................................................................................2195

Dulger, O. ; Oguztuzun, H. ; Demirekler, M.

CLASSIFICATION OF DEMENTIA WITH ANN USING MULTIPLE VARIABLE .......................................................................2199Ozic, M. U. ; Ozbay, Y. ; Ekmekci, A. H.

A NEW OFFLINE SPIKE DETECTION APPROACH FOR NEURAL SIGNALS RECORDED FROM RABBIT RETINA GANGLION CELL LAYER ......................................................................................................................................................2203

Celik, M. E. ; Karagoz, I.

DESIGN OF A NEW OPTIC PROBE FOR DIFFUSE REFLECTANCE SPECTROSCOPY ..........................................................2206Karamavus, Y. ; Celebi, H. B. ; Uludag, Y. ; Ozkan, M.

SPARSE REPRESENTATIONS BASED CLUTTER REMOVAL IN GPR IMAGES.......................................................................2210Temlioglu, E. ; Erer, I.

A TWO STAGE TEMPLATE MATCHING ALGORITHM AND ITS IMPLEMENTATION ON FPGA .....................................2214Aktas, H. ; Sever, R. ; Toreyin, B. U.

DESIGN OF SENSOR-BASED AUGMENTED REALITY SOFTWARE (SARAS) ..........................................................................2218Erisik, D. ; Karaman, A. ; Alptekin, G. I. ; Incel, O. D. ; Burcak, O. ; Isbilen, M.

THE STUDY OF EXPERIMENTAL DATA TRANSMISSION IN WIRELESS SENSOR NETWORKS ......................................2222Turguner, C. ; Sahingoz, O. K.

HYBRID CHANGE DETECTION APPROACH IN HYPERSPECTRAL IMAGES .........................................................................2226Karaca, A. C. ; Cesmeci, D. ; Erturk, A. ; Erturk, S.

IMPLEMENTATION OF TRUNCATED GRAY-CODED BIT-PLANE MATCHING BASED MOTION ESTIMATION TO HEVC...........................................................................................................................................................................2230

Akbulut, O. ; Celebi, A. T. ; Urhan, O.

APPLICATION AND COMPARISON OF FINITE STATE CONTROL OF ABOVE-KNEE PROSTHESIS WITH PNEUMATIC CYLINDER AT DIFFERENT PHASES .............................................................................................................2234

Orhanli, T. ; Yilmaz, A.

A MULTIPLE REGION SELECTION BASED APPROACH FOR SCENE RECOGNITION ........................................................2238Ekiz, E. ; Cinbis, N. I.

DIALOGUE ENHANCEMENT USING KERNEL ADDITIVE MODELLING .................................................................................2242Kirbiz, S. ; Liutkus, A. ; Taylan Cemgil, A.

MODELLING USER'S LOCATION CHECK-INS ON LOCATION-BASED SOCIAL NETWORKS...........................................2246Nasirov, N. ; Albayrak, S.

CLASSIFICATION OF EMOTION PRIMITIVES FROM EEG SIGNALS USING VISUAL AND AUDIO STIMULI .......................................................................................................................................................................................................2250

Dasdemir, Y. ; Yildirim, S. ; Yildirim, E.

AN EVALUATION OF FINGERPRINT-BASED INDOOR LOCALIZATION TECHNIQUES .....................................................2254Karabey, I. ; Bayindir, L.

APPLICATION OF WIRELESS, EMBEDDED MICROCONTROLLER CIRCUIT FOR A SEMI-ACTIVE ABOVE-KNEE PROSTHESIS WITH PNEUMATIC CYLINDER ......................................................................................................2258

Saracoglu, M. S. ; Sahin, D. ; Orhanli, T. ; Yilmaz, A.

EFFECTS OF SYNAPTIC RELIABILITY ON THE REGULARITY OF NEURONAL FIRING...................................................2262Calim, A. ; Ileri, U. ; Uzuntarla, M. ; Ozer, M.

PLANT COUNTING WITH LOW ALTITUDE IMAGE PROCESSING............................................................................................2266Demirci, Osman ; Varul, Murat ; Senyer, Nurettin ; Odabas, Mehmet Serhat

APPLICATION OF REACTIVE POWER COMPENSATION TO SYSTEMS WITH RENEWABLE ENERGY SOURCES .....................................................................................................................................................................................................2270

Akkilinc, R. ; Kaygusuz, A.

A METHOD FOR ROBUSTIFYING CLASSICAL NONPARAMETRIC SPECTRAL ESTIMATION TECHNIQUES .............................................................................................................................................................................................2274

Biskin, O. T. ; Akay, O.

NON-LINEAR JUNCTION DETECTORS: EXPERIMENTAL PERFORMANCE ANALYSIS.....................................................2278Aydemir, C. ; Gurbuz, A. C. ; Bahceci, I.

A NEW HYBRID WINDOW BASED ON COSH AND HAMMING WINDOWS FOR NONRECURSIVE DIGITAL FILTER DESIGN ......................................................................................................................................................................2282

Ustun, B. ; Avci, K.

REAL TIME PUPIL-CORNEAL REFLECTION FOLLOWING WITH LABVIEW .......................................................................2286Durna, Y. ; Ari, F.

SPARSE RECURSIVE COST AGGREGATION TOWARDS O(1) COMPLEXITY LOCAL STEREO MATCHING .................................................................................................................................................................................................2290

Gurbuz, Y. Z. ; Alatan, A. A. ; Cigla, C.

MULTIVIEW CLASSIFICATION TESTS USING CORTICAL LAYER-4 IMAGE REPRESENTATION .................................2294Isenkul, M. E. ; Kursun, O. ; Favorov, O. V.

INVOICE CONTENT TABLE ANALYSIS WITH FEATURE FUSION.............................................................................................2298Unal, U. S. ; Unver, E. ; Karakaya, T. ; Akgul, Y. S.

AN INTRUSION DETECTION SYSTEM BASED ON NEURAL NETWORK..................................................................................2302Can, O. ; Sahingoz, O. K.

SEGMENTATION OF ISOLATED WORDS INTO VOICED-UNVOICED SOUND COMPONENTS BY KURTOSIS....................................................................................................................................................................................................2306

Uslu, B. ; Tora, H.

INVESTIGATION OF THE PRODUCTION PROPERTIES OF FANCY YARNS USING IMAGE PROCESSING METHOD ......................................................................................................................................................................................................2310

Sule, I. ; Sule, C.

FINDING SPARSE PARAMETRIC SHAPES FROM LOW NUMBER OF IMASE MEASUREMENTS .....................................2314Ilhan, I. ; Gurbuz, A. C.

TWO TIERED SERVICE DIFFERENTIATION MECHANISM FOR WIRELESS MULTIMEDIA SENSOR NETWORK MAC LAYERS .......................................................................................................................................................................2318

Ozen, Y. ; Bandirmali, N. ; Bayilmis, C.

ENTROPY DRIVEN FEATURE SELECTION FOR FACIAL EXPRESSION RECOGNITION BASED ON 3-D FACIAL FEATURE DISTANCES ............................................................................................................................................................2322

Yurtkan, K. ; Soyel, H. ; Demirel, H.

MICROSTRIP PATCH ANTENNA DESIGN FOR BIOMEDICAL APPLICATIONS ....................................................................2326Alkasi, U. ; Suer, C. ; Dok, O.

HYPERSPECTRAL UNMIXING BASED ANALYSIS OF FORESTED AREAS ..............................................................................2329Baskurt, D. O. ; Omruuzun, F. ; Cetin, Y. Y.

SPARSITY-DRIVEN SAR IMAGE RECONSTRUCTION VIA LOW-RANK SPARSE MATRIX DECOMPOSITION .....................................................................................................................................................................................2333

Soganli, A. ; Cetin, M.

IMAGE SEQUENCES SYNCHRONIZATION BY USING PROJECTIVE GEOMETRY PROPERTIES ....................................2337Ozuag, E. ; Erturk, S.

GAS DETECTION IN LONGWAVE INFRARED HYPERSPECTRAL IMAGERY AND BLACK BODY EFFECT COMPENSATION ......................................................................................................................................................................2341

Omruuzun, F. ; Cetin, Y. Y.

SMS SPAM FILTERING BASED ON TEXT CLASSIFICATION AND EXPERT SYSTEM ..........................................................2345Bozan, Y. S. ; Coban, O. ; Ozyer, G. T. ; Ozyer, B.

DRENAJ: DISTRIBUTED SOCIAL MEDIA DATA COLLECTION SYSTEM ................................................................................2349Gungor, O. ; Uskudarli, S. ; Cemgil, A. T.

BINARY CLASSIFICATION PERFORMANCES OF EMOTION CLASSES FOR TURKISH EMOTIONAL SPEECH ........................................................................................................................................................................................................2353

Oflazoglu, C. ; Yildirim, S.

A COMPACT CPW-FED WIDE BAND MICROSTRIP ANTENNA DESIGN FOR MOBILE APPLICATIONS........................2357Abbak, M. ; Ertay, A. O. ; Suer, C.

CLASSIFICATION OF EEG SIGNALS USING TIME DOMAIN FEATURES ................................................................................2358Yazici, M. ; Ulutas, M.

GENDER DETECTION WITH HEART SOUND ...................................................................................................................................2362Dal, F. ; Cosgun, S. ; Ozbek, I. Y.

DETECTION OF COPY-MOVE FORGERY USING DOGCODE ......................................................................................................2366Turk, S. ; Bingol, O. ; Ulutas, G.

INDOOR LOCATION SERVICE WITH BEACONS ON EMBEDDED LINUX ...............................................................................2370Coskun, H. ; Albayrak, Y. ; Helhel, S.

CREATING TEST ENVIRONMENT WITH UVM FOR SPI ...............................................................................................................2373Ustaoglu, B. ; Bagbaba, A. C. ; Ors, B. ; Erdem, I.

DESIGN AND ANALYSIS OF RECTANGULAR DIELECTRIC ROD ANTENNAS.......................................................................2377Demir, M. ; Ozkok, M. A. ; Caliskan, F. ; Aydin, E.

CLASSIFICATION OF FMRI DATA BY USING CLUSTERING.......................................................................................................2381Mogultay, H. ; Alkan, S. ; Yarman-Vural, F. T.

CUSTOMER CHURN MODELLING IN BANKING .............................................................................................................................2384Sen, K. ; Bayazit, N. G.

SENTIMENT ANALYSIS FOR TURKISH TWITTER FEEDS ...........................................................................................................2388Coban, O. ; Ozyer, B. ; Ozyer, G. T.

HARDWARE / SOFTWARE CODESIGN AND IMPLEMENTATION FOR SECURE NFC APPLICATIONS ..........................2392Baskir, S. G. ; Ors, B.

ASSESSMENT OF RMS COMPUTATION IN TERMS OF POWER QUALITY EVENT DETECTION .....................................2396Balouji, E. ; Salor, O.

API CALL AND PERMISSION BASED MOBILE MALWARE DETECTION (IN ENGLISH) .....................................................2400Aysan, A. I. ; Sen, S.

OIL SPILL DETERMINATION WITH HYPERSPECTRAL IMAGERY: A COMPARATIVE STUDY......................................2404Soydan, H. ; Koz, A. ; Duzgun, H. S. ; Alatan, A. A.

MODELLING OF THE SLOTTED RECTANGULAR WAVEGUIDE ARRAY ANTENNAS ........................................................2408Celik, A. ; Serindere, M. ; O¨zmen, Z. ; Caliskan, F. ; Aydin, E.

IMPROVEMENT OF PALMPRINT CODING TECHNIQUES WITH FEATURE DESCRIPTORS.............................................2412Bingol, O. ; Ekinci, M.

MULTIPLICATION-FREE NEURAL NETWORKS .............................................................................................................................2416Akbas, C. E. ; Bozkurt, A. ; Cetin, A. E. ; Cetin-Atalay, R. ; Uner, A.

PERFORMANCE OF MR ANTENNA SYSTEMS IN IEEE 802.11AC NETWORK.........................................................................2419Kurtulmaz, E. ; Sahin, A. ; Bahceci, I. ; Cetiner, B. A.

DESTRIPING OF HYPERION IMAGES ................................................................................................................................................2423Demirkesen, C. ; Leloglu, U. M.

A COMPREHENSIVE ANALYSIS OF TWIN SUPPORT VECTOR MACHINES IN REMOTE SENSING IMAGE CLASSIFICATION ......................................................................................................................................................................2427

Taskin, G.

HYPERSPECTRAL CHANGE DETECTION BY USING LOCAL BINARY SIMILARITY PATTERNS ...................................2430Koc, H. ; Suer, S. ; Ertrk, S.

3-D VIDEO RECONSTRUCTION FROM 2-D VIDEO .........................................................................................................................2434Akay, F. ; Akbulut, A. ; Telatar, Z.

FMRG VERILERINDE TEMEL BILESENLER ANALIZI VE ÖZYINEMELI BOYUT ELIMINASYONU KULLANARAK BOYUT KÜÇÜLTME ...................................................................................................................................................2438

Afrasiyabi, A. ; Yarman-Vural, F. T.

ORTHOGONAL DESIGN BASED GENETIC ALGORITHM FOR SPATIAL RESOLUTION ENHANCEMENT OF HYPERSPECTRAL IMAGES.............................................................................................................................................................2442

Cesmeci, D. ; Gullu, M. K.

A STEGANALYSIS SYSTEM UTILIZING TEMPORAL PIXEL CORRELATION OF HEVC VIDEO ......................................2446Tasdemir, K. ; Kurugollu, F. ; Sezer, S.

HYPERSPECTRAL IMAGE CLASSIFICATION USING DAISY DESCRIPTOR ...........................................................................2450Meric, M. ; Igit, S. ; Erturk, S.

ROUTE OPTIMIZATION FOR DASH OVER SOFTWARE DEFINED NETWORKS ...................................................................2454Cetinkaya, C. ; Ozveren, Y. ; Sayit, M.

A NEW WINDOW FUNCTION FOR FIR FILTER DESIGN...............................................................................................................2458Kaplan, H. ; Nacaroglu, A.

PERFORMANCE EVALUATION OF EGO-MOTION METHODS IN STATIC ENVIRONMENT .............................................2462Akkaya, A. E. ; Talu, M. F.

3D OBJECT MODELING BY STRUCTURED LIGHT AND STEREO VISION ..............................................................................2466Ozenc, U. ; Tastan, O. ; Gullu, M. K.

PLANT COUNTING WITH LOW ALTITUDE IMAGE PROCESSING............................................................................................2470Nasip, O. F. ; Senyer, N. ; Ergun, E.

ELECTRONICALLY TUNABLE VDCC-BASED FLOATING CAPACITANCE MULTIPLIER..................................................2474Kartci, A. ; Ayten, U. E. ; Sotner, R. ; Arslanalp, R.

DETECTION OF COGNITIVE IMPAIRMENT USING MOBILE DEVICES ..................................................................................2478Kamasak, M. E.

DOPPLER SHIFT ESTIMATION FOR HF CHANNELS BASED ON TEC MEASUREMENTS...................................................2482Toker, C.

SUPERPIXEL BASED CLASSIFICATION OF HYPERSPECTRAL IMAGES ................................................................................2486Cakmak, M. ; Cezairlioglu, K. ; Erturk, S.

AUTHOR RECOGNITION FROM LYRICS ..........................................................................................................................................2489Kirmaci, B. ; Ogul, H.

THE MODELLING OF ELECTRIC ARC FURNACE LOAD WITH MATLAB/SIMULINK ........................................................2493Seker, M. ; Memmedov, A.

EVALUATION OF CLUSTERING PERFORMANCE OF HYPERSPECTRAL BANDS ................................................................2497Haliloglu, O. ; Sakarya, U. ; Toreyin, B. U.

SIGNATURE BASED VEGETATION DETECTION ON HYPERSPECTRAL IMAGES ...............................................................2501Ozdemir, O. B. ; Soydan, H. ; Cetin, Y. Y. ; Duzgun, H. S.

CUDA IMPLEMENTATION OF THE PIXEL BASED ADAPTIVE SEGMENTATION ALGORITHM......................................2505Karahan, S. ; Sevilgen, F. E.

THE DESIGN OF AN OMNIDIRECTIONAL AND CIRCULARLY POLARIZED KU-BAND ANTENNA FOR SATELLITE COMMUNICATION ...........................................................................................................................................................2509

Turkmen, C. ; Secmen, M.

EMOTION RECOGNITION FROM SPEECH USING FISHER'S DISCRIMINANT ANALYSIS AND BAYESIAN CLASSIFIER ..........................................................................................................................................................................2513

Atasoy, H. ; Yildirim, S. ; Yildirim, E.

A CLUSTERING APPROACH FOR RADAR WARNING RECEIVERS...........................................................................................2517Kocamis, M. B. ; Mihcioglu, M. E. ; Akdemir, S. B. ; Varma, S. ; Yildirim, A.

AN APPLICATION OF DEEP LEARNING FOR TRADE SIGNAL PREDICTION IN FINANCIAL MARKETS .....................2521Turkmen, A. C. ; Cemgil, A. T.

GENERALIZED CLASS REPRESENTATIVE COMPUTATION WITH GRAPH EMBEDDING AND CLUSTERING..............................................................................................................................................................................................2525

Aydos, F. ; Demirci, M. F.

FOURIER-BASED FILTERING APPROACH FOR IDENTIFICATION OF PROTEIN- CODING REGIONS IN DNA SEQUENCES ......................................................................................................................................................................................2529

Das, B. ; Turkoglu, I.

A MODEL ON BUILDING AND MODIFYING THE STIMULUS ACTION ASSOCIATION IN THE BRAIN ..........................2533Ercelik, E. ; Elibol, R. ; Sengor, N. S.

IMPLEMENTATION OF A MODEM WHICH TRANSMITS DIGITAL DATA ON GSM VOICE CHANNEL .........................2537Postalli, H. S. ; Tuncay, S. ; Ors, B.

ESTIMATING THE NUMBER OF PEOPLE IN A PARTICULAR AREA USING WIFI................................................................2541Soyturk, M. ; Bodur, M. C. ; Bakkal, A. B. ; Ozturk, S.

REFERENCE TRUST MODEL IN E-COMMERCE .............................................................................................................................2545Kugu, E.

CLASSIFICATION OF EMOTIONAL VALENCE DIMENSION USING ARTIFICIAL NEURAL NETWORKS .....................2549Ozdemir, M. E. ; Yildirim, E. ; Yildirim, S.

RELAY SELECTION METHODS IN COOPERATIVE SPATIAL MODULATION FOR WIRELESS NETWORKS.................................................................................................................................................................................................2553

Kartlak, H. ; Odabasioglu, N. ; Akan, A.

TRAVELING SALESMAN PROBLEM OPTIMIZATION WITH PARALLEL GENETIC ALGORITHM.................................2557Cakir, M. ; Yilmaz, G.

DEVELOPING AN IPHONE SMARTPHONE BASED FALL DETECTION ALGORITHM .........................................................2561Ozdemir, A. T. ; Orman, A.

USER INTERACTION AND CLOUD PRACTICES IN MOBILE DAIRY FARM MANAGEMENT ............................................2565Tarakcioglu, G. S. ; Demir, A. E. ; Bulbul, C. ; Karahasanoglu, C. ; Okur, O. O. ; Basatli, Y.

DETERMINATION OF QT INTERVAL ON SYNTHETIC ELECTROCARDIOGRAM ...............................................................2569Comert, Z. ; Kocamaz, A. F.

WIRELESS POWER TRANSFER WITH 2×2 ARRAY RECTENNA .................................................................................................2573Unver, Y. ; Neseli, M. ; Kahriman, M.

PREDICTION OF RETURN IN ONLINE SHOPPING .........................................................................................................................2577Bilgen, I. ; Sarac, O. S.

IÇERIK TABANLI GÖRÜNTÜ ERISIMINDE KÜMELEME YÖNTEMI ILE BÜYÜK VERI TABANLARINDA GERÇEK ZAMANLI GÖRÜNTÜ ERISIMI ...........................................................................................................................................2581

Yilboga, H. ; Karsligil, M. E.

K-NEAREST UNREPEATABLE CELL GRAPH MODEL OF HISTOPATHOLOGICAL TISSUE IMAGE ..............................2585Serin, F. ; Erturkler, M. ; Gul, M.

CLASSIFICATION OF FACIAL EXPRESSIONS BY USING 2D EMPIRICAL MODE DECOMPOSITION.............................2589Tuzun, S. ; Akan, A.

RECOGNITION OF SIGN LANGUAGE NUMBERS VIA ELECTROMYOGRAPHY SIGNALS ................................................2593Ketenci, S. ; Kayikcioglu, T. ; Gangal, A.

A NEW CHAOTIC SYSTEM WITH CHAOS ENTANGLEMENT .....................................................................................................2597Hamamci, S. E. ; Gogebakan, V. ; Isik, I.

OBTAINING OF TIME RESPONSE FROM FREQUENCY RESPONSE OF FRACTIONAL ORDER SYSTEMS....................2601Avsar, S. F. ; Hamamci, S. E.

SDN-NFV-CLOUD INTRODUCTION IN THE CONTEXT OF SERVICE CHAINING..................................................................2605Akyildiz, H. A. ; Saygun, E.

DISTRIBUTED FLOW MANAGEMENT FOR SDN DOMAINS.........................................................................................................2609Civanlar, S. ; Lokman, E. ; Kaytaz, B. ; Ulas, A. ; Tekalp, A. M.

QOS CONTROL AND PRIORITIZATION WITH SDN .......................................................................................................................2613Gorkemli, B. ; Tatlicioglu, S. ; Komurcuoglu, M. ; Karaman, M. A. ; Karakaya, O. ; Ulas, A.

DETERMINATION OF CHANGES IN FREQUENCIES OF EEG SIGNAL IN EYES OPEN / CLOSED DURATION ..................................................................................................................................................................................................2617

Turk, O. ; Ozerdem, M. S.

REFLECTION EMOTIONS BASED ON DIFFERENT STORIES ONTO EEG SIGNAL ...............................................................2618Polat, H. ; Ozerdem, M. S.

CONTROLLER PLACEMENT IN SOFTWARE-DEFINED MOBILE NETWORKS .....................................................................2619Guner, S. ; Selvi, H. ; Gur, G. ; Alagoz, F.

INTERACTIVE SEGMENTATITION IMPLEMENTATION..............................................................................................................2623Alasu, S. ; Talu, M. F.

HYPERSPECTRAL TARGET DETECTION - AN EXPERIMENTAL STUDY ...............................................................................2627Gunyel, B. ; Cinbis, R. G. ; Ture, S. ; Gurbuz, A. C.

ANOMALY BASED TARGET DETECTION IN HYPERSPECTRAL IMAGES VIA GRAPH CUTS ..........................................2631Bati, E. ; Erdinc, A. ; Cesmeci, D. ; Caliskan, A. ; Koz, A. ; Aksoy, S. ; Erturk, S. ; Alatan, A. A.

INFORMATION-THEORETIC NOISY BAND DETECTION IN HYPERSPECTRAL IMAGERY ..............................................2635Ergul, M. ; Nar, F. ; Akyilmaz, E. ; Sen, N. ; Cetin, M.

THEORETICAL CALCULATIONS AND EXPERIMENTAL VERIFICATION OF THE SPECTRAL SIGNATURES OF METALLIC PLATES................................................................................................................................................2639

Kecebas, M. A. ; Pehlivan, Z. S. ; Sendur, K.

MODELING OF INVERTED PENDULUM ON A CART BY USING ARTIFICIAL NEURAL NETWORKS ............................2642Korkmaz, D. ; Bal, C. ; Gokbulut, M.

COMPARISON OF TRAJECTORIES FORMED WITH KINECT MOTION CAPTURE DATA..................................................2646Sen, M. O. ; Erturkler, M.

APPLICATIONS OF ASSOIATION RULES HIDING HEURISTIC APPROACHES......................................................................2650Farea, A. ; Karci, A.

TEPE KAMERA SISTEMI ILE STATIK ORTAMLARDA YAPAY POTANSIYEL ALAN ALGORITMASI ILE GEZGIN ROBOT ROTA PLANLAMASI ................................................................................................................................................2654

Dirik, Mahmut ; Kocamaz, Adnan Fatih

COMMON NETWORK ATTACK TYPES AND DEFENSE MECHANISMS ...................................................................................2658Das, R. ; Karabade, A. ; Tuna, G.

ANDROID BASED MOBILE APPLICATION DEVELOPMENT FOR WEB LOGIN AUTHENTICATION USING FINGERPRINT RECOGNITION FEATURE ...........................................................................................................................2662

Yildirim, N. ; Varol, A.

SENSORLESS CONTROL OF AN AUTOMATED GUIDED VEHICLE BASED ON EXTENDED KALMAN FILTER OBSERVER ..................................................................................................................................................................................2666

Basci, A. ; Soysal, B. ; Derdiyok, A.

MEAN SHIFT BASED OBJECT TRACKING SUPPORTED WITH ADAPTIVE KALMAN FILTER.........................................2670Turhan, M. M. ; Hanbay, D.

CLASSIFICATION OF THE GRAPE VARIETIES BASED ON LEAF RECOGNITION BY USING SVM CLASSIFIER ................................................................................................................................................................................................2674

Turkoglu, M. ; Hanbay, D.

APPLICATIONS OF OPTICAL FIBER BRAGG GRATING SENSORS IN OPTICAL COMMUNICATION SYSTEMS......................................................................................................................................................................................................2678

Balci, S. ; Unverdi, N. O.

MOTION CONTROL IN VIRTUAL REALITY BASED TELEOPERATION SYSTEM .................................................................2682Abut, T. ; Soyguder, S.

ADDITIONAL PAPER: ESTIMATE ANGLE INFORMATION OF HAND OPEN-CLOSE FROM SURFACE ELECTROMYOGRAM (SEMG) ..........................................................................................................................................................................................................2686

Tepe, C. ; Eminoglu, I. ; Senyer, N.

Author Index