curriculum vitae personal details name fadhilah binti … · 2019. 10. 8. · name fadhilah binti...
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CURRICULUM VITAE
Current Administrative Post
2018 - 2021 Deputy Dean Academic and Student Affairs (TDAHEP)
2015 - present Head of Climate Change Research Group, Resource Sustainability
Research Alliance.(2015-present)
Current achievement:
H-Index: 8 Scopus Citation: 193
ACADEMIC QUALIFICATION
2004 - 2008 PhD in Mathematics, Universiti Teknologi Malaysia (UTM)
1982 - 1983 M.Sc. (Maths), Indiana State University(ISU), Terre Haute, Indiana,
USA
1983 - 1984 MBA, Indiana State University (ISU), Terre Haute, Indiana, USA
1979 -1982 B. Sc. (BA & Maths), Indiana State University(ISU), Terre Haute,
Indiana, USA
PERSONAL DETAILS
Name Fadhilah Binti Yusof
Date of Birth 9 December 1961
Nationality Malaysian
Home Address 45, Jalan 3/1, Taman Flora Ville,
81300 Skudai,
Johor Darul Takzim
Tel: H: +(60)7-5541524 H/P: +(60) 12 7578908
Corresponding Address Department of Mathematical Sciences, Faculty of Science,
Universiti Teknologi Malaysia (UTM) 81310 Skudai,
Johor Darul Takzim
Tel : O: +(60)7-5534462 Fax: +(60)7-5566162
Email : [email protected], [email protected]
Website : http://science.utm.my/fadhilah/
Expertise Applied Statistics (Stochastic modeling and Time series Analysis)
Research Alliance Resource Sustainability
Research Classification UTMCIAM
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AWARDS AND HONORS RECEIVED
2019 Anugerah Perkidmatan Cemerlang Fakulti Sains 2018
2019 Anugerah Penerbitan Peringkat Fakulti 2018
2018 Anugerah Perkidmatan Cemerlang Fakulti Sains 2017
2017 Anugerah Perkidmatan Cemerlang Fakulti Sains 2016
2016 Anugerah Penulisan dan Penerbitan Cemerlang Fakulti Sains 2015
2015 Anugerah Perkhidmatan Cemerlang Fakulti Sains 2014
2014 Anugerah Perkhidmatan Cemerlang Citra Karisma 2013
2013 Anugerah Tertinggi Institut Statistik Malaysia (ISM)
2013 Anugerah Penulis Jurnal Berindeks WATER RA 2012
2013 Anugerah Perkhidmatan Cemerlang, Fakulti Sains 2012
2012 Anugerah Perkhidmatan Cemerlang, Fakulti Sains 2011
2011 Anugerah Perkhidmatan Cemerlang, Fakulti Sains 2010
2010 Anugerah Perkhidmatan Cemerlang Citra Karisma 2009
2006 Hadiah Penghargaan Anugerah Penerbitan for the category of “Buku Karya
Asli”
2004 - 2007 June 2004- June 2007: UTM/SLAB Scholarship for PhD Programme
1997 University Excellence Award (Diagonal), University Islam Antarabangsa
1979 - 1984 1979-1984: MARA Scholarship for Undergraduate & Masters Programme
PERSONAL EXPERIENCE(S)
Jan 2001 - Present Lecturer (Professor)
Department of Mathematical Sciences, Faculty of Science, Universiti
Teknologi Malaysia (UTM), Johor
Jan 1990 - Dec 2000 Matriculation Lecturer
International Islamic University Malaysia (IIUM) Matriculation Centre
Jan 1985 - Dec 1989 Lecturer
Department of Mathematics, Faculty of Science, Universiti Teknologi
Malaysia (UTM) Jalan Semarak.
JOURNAL EDITOR/EDITORIAL/ADVISOR/REVIEWER/PERSONAL REFEREE
Chief Editor Jurnal Teknologi-Special Edition (ISM 2012) Vol. 63. No.2
Editor Book chapter: Stochastic Hydrological Modeling In Water
Management(2015) ISBN978-983-52-1136-2
Editorial Board Jurnal Teknologi, Special Edition, ISPC 2015 Vol. 1 & 2
Editorial Board Matematika (Malaysian Journal of Industrial and Applied Mathematics)
(2016 - 2019)
Academic Advisor Dept of Mathematics, Faculty of Science UTM 1986 -1989
Dept of Mathematical Sciences, Faculty of Science UTM 2008 -2010
Reviewer (Journals) Springer Plus Journal
Natural Hazards
Geophysics Journal
Stochastic Environment Research and Risk
Journal of Hydrology
Theoretical and applied climatology
Asian Journal of Mathematics and computer reserach
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Sains Malaysiana
Jurnal Teknologi
Nonlinear Processes in Geophysics Journal
Matematika
Jurnal Kejuruteraan UKM
Reviewer
(Proceedings)
ICEEMAT Proceedings
ISM 1, II and III (2012,2014 and 2016)
SKSM23 and SKSM24 (2014,2015)
Reviewer (Research
Grants)
FRGS, PRGS and GUP
Personal Referee 1. Penilai Peribadi Kenaikan pangkat ke DS54 peringkat National
(UKM)_Dr Liew Ju Neng_ 2015
2. Penilai Peribadi Kenaikan pangkat ke DS54 peringkat National
(UKM)_Dr Wan Zawiyah Wan Zin_ 2014
3. Penilai peribadi kenaikan ke gred DS51 peringkat National (UKM)_
Noratiqah Mohd Arif_ 2014
Reviewer (Research
Manuscript)
Title of Manuscript: "Model Statistik Tingkah Laku Hujan di
Semenanjung Malaysia" 2017
Pernebit UKM.
ADMINISTRATIVE EXPERIENCE(S)
FACULTY LEVEL
2000 - 2004 Committee Member of JAPNI
2011 - present Chairman, UTM-Kent Double Degree Programme
2009 - 2011 Committee Member of Publication Unit
2011 - 2016 Committee Member of Post Graduate Management
2016 - present Chairman, Taskforce of Industrial Mathematics and Actuarial Science
Double Degree.
2014 - present Supervisor, Industrial Training
2016 Facilitator of High Impact Journal Publication, Faculty of Science, UTM,
Johor.
1 June 2017 - 31
June 2018
Head of Department, Dept. of Mathematical Sciences, Faculty of
Science, UTM.
2014 Committee Task Force Audit Kualiti Akademik Fakulti Sains
2016 Committee Task Force Semakan Kurikulum Fakulti Sains
2016 - present Mentor Kursus Penyeliaan AS103
2013 - present Committee Jawatan kuasa Akademik Fakulti Sains
2018 – 2021 Chairman Jawatan kuasa Pra- Siswazah Fakulti Sains
2018 - 2021 Chairman Jawatankuasa Pembangunan Pelajar Fakulti Sains
2018 -2021 Chairman Jawatankuasa Latihan Industri Fakulti Sains
2018 – 2021 Chairman Jawatankuasa Pasca Siswazah Fakulti Sains
2018 - 2021 Chairman Jawatankuasa Penasihatan Akademik Fakulti Sains
2018 - 2021 Committee Jawatankuasa Akademik Fakulti Sains
2018 – 2021 Committee Jawatankuasa Pengurusan Fakulti Sains
2018 – 2021 Committee Jawatankuasa Sumber Manusia Fakulti Sains
2018 - 2021 Committee Jawatankuasa Penyelidikan Fakulti Sains
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DEPARTMENTAL LEVEL
2011 - 2016 Coordinator of Post Graduate Research, Deparment of Mathematical
Sciences (Masters and PhD)
2010 - present `Committee Member of Academic Administrative Committee of
Mathematical Sciences Dept.
2010 - 2012 Chairman of Statistics Panel, Dept. Of Mathematical Sciences, Faculty
of Science
2009 – 2010 Chairman of Publication Unit Department of Mathematics, Faculty of
Science
2016 – present Committee member of Curriculum Task Force of Dept. of Mathematical
Sciences
2013 – present Committee Member, Academic Committee, Dept of Mathematical
Sciences
2013- present Committee. Jawatankuasa pengurusan dan pentadbiran Jabatan Sains
Matematik
2013 – present Committee. Jawatankuasa pembangunan Staf Jabatan Sains Matematik
2009 – 2013 Committee Member, Jawatankuasa Alumni Jabatan Matematik
2009 – 2010 Committee Member, Jawatankuasa Latihan Industri Jabatan Matematik
2009-2010
2009 – 2010 Committee Member, Jawatankuasa Employability & Degree ++
2000 – 2004 Committee Member JK Kebajikan Jabatan Matematik
2002 Committee Member ,JK Hari Keluarga Jabatan Matematik
2000 – 2001 and
2008 – 2010
Committee Member, Forum Matematik, Jabatan Matematik,
2009 – 2010 Assistant Head of Statistics Panel. 2009-2010
2008 – 2011 AJK Program Sains Aktuari dan Kejuruteraan Kewangan 2008
2009 – present Course Coordinator, Mathematical Statistics SSCM 2103 (2009,2010
and 2011)
2012 – present Course Coordinator, Mathematical Statistics MSM 1413 (2012)
2008 – present Course Coordinator, Statistics 1 SSM1213 (2008)
UNIVERSITY LEVEL
2013 – 2015 Head of Climate Change Research Group, Water Research
Alliance(2013-2015)
29 Dec 2016 -31 Dec
2018
Council Member Editor for Matematika, UTM CIAM
2015 – present Head of Climate Change Research Group, Resource Sustainability
Research Alliance.(2015-present)
1991 – 1995 Head Deparment of the Economics Matriculation Programmed, IIUM
(1991-1995)
1990 – 1993 College Fellow for International Islamic Univertsity, Malaysia(IIUM),
1990-1993.
2013 – present Facilitator of High Impact Journal Publication (2013 – now)
2013 – present Grant Evaluator, FRGS, GUP and PRGS 2013 – now
24 Jun – 6 Julai 2010 Facilitator for Kursus Kaedah Penyelidikan UTM 2010, UTM, Skudai
3-19 April 2002 Fascilitator for “Kursus Skim Sangkutan dan Latihan”, Modul: Kaedah
Penyelidikan. 3-19 April 2002 di FSKSM, UTM.
23 August 2016 – 31
May 2017
Research Fellow. UTM-CIAM, ISISIR, UTM
1 May 2014 – 30
Nov 2014
Committee AJK Teknikal Lapangan Kebitaraan di bawah IISJ-UTM
30 November 2016 Fascilitator Review Paper Writing Workshop
2018 – 2021 Committee Jawatankuasa Akademik Pengajian Siswazah (JAPSU)
2018 – 2021 Committee Jawatankuasa Kurikulum dan Kualiti (JKKU)
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2018 – 2021 Committee Jawatankuasa Hal Ehwal Pelajar UTM
NATIONAL LEVEL
2013 – 2018 Exco Member Malaysian Institute of Statistics (ISM)
2013 Chief Editor, Jurnal Teknologi-Special Edition (ISM 2012) Vol. 63.
No.2
2014 Editorial Boards, Jurnal Teknologi- Steering Innovation,serving society
in achieving global excellence towards Science and Technology
(ISPC2014) Vol 76, No.13
2015 Mentor, Malaysian Mathematical Modeling Camp(MMC 2015) , UTM,
Johor
2015 Treasurer, Simposium Kebangsaan Sains Matematik ke – 23
24 – 26 November 2015, Pulai Spring Resort, Johor.
2016 – present Secretariat. PRO-TEM Committee for Malaysian Hub for Industrial
Mathematics and Statistics (MyHIMS)
INTERNATIONAL LEVEL
2012 Chairman, 1st Malaysian Institute of Statistics(ISM) International
Statistical Conference 4-6 Sept 2012,Puteri Pan Pacific, Johor Bahru ,
Johor.
2017 Chairman, International Seminar of Mathematics in Industry 2017, 1-2
August 2017 (ISMI 2017) , Pulai Spring Resort, Johor.
2011 – 2015 Member, Japan Society for the Promotion of Science (JSPS) – Asian
Core Program (ACP)
2015 – 2017 Coordinator, Double Degree programme Coordinator for UTM-Kent
Programme
2018-2019 Treasurer, International Conference And Workshop on Basic and
Applied Science (ICOWABAS 2019)
2018 – 2019 Duta International Statistics Institute-World Statistics Congress (ISI-
WSC 2019)
2018 b- 2019 Program Committee Member International Statistics Institute-World
Statistics Congress (ISI-WSC 2019)
PROFESSIONAL MEMBERSHIP AND RECOGNITION
Life time Member –Malaysia Mathematics and Science Society (PERSAMA) No:
LM2009 FS 2009_1
Life time Member – Institute Statistics Malaysia (ISM) No: 241
2011-2015 Member of Japan Society for the Promotion of Science (JSPS) – Asian
Core Program (ACP)
2013 – 2020 Exco Member Malaysian Institute of Statistics (ISM)
Keynote Speaker
1. The 2nd International Conference on Mathematics: Education, Theory and Application (ICMETA) 30- 31st October 2018.”Dependence Modeling Using Copula Methods”
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INVITED/GUEST SPEAKERS
1) Measuring Volatility Persistence on Rainfall Records with the Hybrid of Autoregressive Fractional Integrated Moving Average(ARFIMA) – Hidden Markov Model (HMM) . The 2nd
ISM International Statistical Conference 2014 with Applications in Sciences and Engineering
(ISM-II) MS Garden Hotel, Kuantan, Pahang DM, 12-14 Ogos 2014.
2) Identification of Suitable Copulas for Bivariate Drought Characteristics. Simposium Kebangsaan Sains Matematik ke-22, SKSM22 , Grand Blue Wave Shah Alam, 24 – 26
November 2014.
3) Analysis on the future monthly rainfall amount in Johor. Simposium Kebangsaan Sains Matematik ke-23, SKSM23 , Pulai Springs Resort Johor Bahru. 24 – 26 November 2015.
4) Hidden Markov Model in Daily in Daily Rainfall Occurrence Modeling. Seminar Institut Statistik Malaysia ke -10. Universiti Putra Malaysia. 18 Februari 2016.
5) Developing Future Intensity Duration Frequency(IDF) curve for Kelantan River Basin. The 3rd ISM International Conference (ISM3). University Malaya Kuala Lumpur. 9 – 11 August
2016.
6) Invited Session Organizer and Invited Speaker for “Water Resources and Hydrology”. Developing Future IDF Curve for Peninsular Malaysia. International Statistical Institute
World Statistics Congress (ISIWSC2017). Marakech, Morrocco. Water 16- 21 July 2017.
7) Invited Speaker: Modelling And Forecasting Multivariate Meteorological Time Series. ISMI-
ICTAS 2018. UTM-KL. Sept 4 – Sept 6, 2018
8) Invited Speaker: Modeling the association between asthma disease and climate variables by Zero Inflated Model. ICOWOBAS 2019. KSL Hotel & Resort, Johor Bahru. 15-16 July 2019
RESEARCH ACTIVITIES
Project Leader: 4 FRGS,1 TRGS, 5 GUP and 1 IISJ
Co- Researcher: 5 FRGS, 13 GUP, 2 IRPA, 3 External, 1 Contract, 4 Flagships
2. PROJECT LEADERS
FUNDAMENTAL RESEARCH GRANT SCHEME (FRGS FUND)
1.Dec 2013 – Nov 2015 Project Leader Forecasting Rainfall Time Series using Bayesian-based
Approach Combined with Linear and Linear Models, Vot #4F341, Budget
Approved, RM 65,000
2.Jan 2011 – Dec 2012 Project Leader Characterization of Drought Properties Using Copula, Vot
#4F023, Budget Approved, RM 51,000
3.Nov 2008 – October Project Leader Multisite Stochastic Rainfall Modeling, Vot #78331,
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TRANS RESEARCH GRANT SCHEME (TRGS) RESEARCH PROJECT
5. April 2015 –
December 2015
Project Leader. Detecting Trends and developing intensity-duration-
frequency (IDF) curves of future rainfall data. Vot # 4L836. Budget approved
RM 69,700
UNIVERSITY FUND SCHEME (RUG FUND)
6.July 2016 – June
2018
Project Leader Drought and Flood Modeling study and their impact on
paddy production in Malaysia. Vot #14H00. Budget approved, RM 50,000
7.May 2014 – April
2016
Project Leader Stochastic Generation of Rainfall Pattern in Malaysia, Vot
#04J23, Budget approved, RM 53, 000
8.May 2012 – April
2013
Project Leader Hybrid of Self-Organizing Map and Multivariate Adaptive
Spline Regression in Prediction of Missing Rainfall Data. Budget approved,
Vot #06J18RM 22,000
9.April 2011 –
September 2012:
Project Leader Hidden Markov Models for Tropical Climate, Vot #04J23,
Budget approved, RM 40, 000
10.February 2018 –
January 2020
Project Leader: Modeling pollution-related diseases using Poisson time
series model, Vot # 20H14. Budget Approved, RM50,000.
HIGH IMPACT RESEARCH GRANT SCHEME
11.April 2018 –
March 2020
Project Leader. Drought Analysis For Sustainable Water Supply In Johor Vot # 04G34. Budget approved RM 59,700
INSTITUT INOVASI STRATEGIK JOHOR (IISJ)
12.15 Julai 2016 – 14
April 2017
Project Leader Impak Pencemaran Alam sekitar kepada kesihatan penduduk
Vot # 15H10, Budget Approved, RM27,500
2. CO-RESEARCHERS
2010 Budget Approved, RM 103,000
4.Nov 2018 – Nov 2021 Project Leader Multi-Population Mortality Model In A State-Space
Framework Budget Approved, RM 55,500
FUNDAMENTAL RESEARCH GRANT SCHEME (FRGS FUND)
CO-RESEARCHER
April 2013 – Nov 2015 Researcher Combining Peakflow, Volume, and Duration using Bivariate
Copula Method for an Improved Flood Frequency Modeling, Vot #4F208,
Budget Approved, RM 93,000
April 2013 – March
2015
Researcher Stochastic Model for Groundwater Transport Flow in
Peninsular, Vot #0IG22, Budget Approved, RM 107,000
Jan 2010 – Dec 2011 Researcher, Multisite Disaggregation of Daily Rainfall to Hourly Rainfall,
Vot #78668, Budget Approved, RM 50,000
Dec 2007 – Dec 2008 Researcher Regionalization Study on Peninsular Malaysia, Vot #78254,
Budget Approved, RM 10,000
August 2016 – July
2019
Researcher: Critical environmental flows to support integrated ecological
objectives for Sg. Johor. Budget approved, RM90,200
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INTENSIFIED RESEARCH IN PRIORITY AREA RESEARCH GRANT SCHEME (IRPA
FUND)
Jan 2005 – Dec 2007 Researcher Modeling of Convective Rain for Predicting Flash Floods, IRPA,
Vot #74280, Budget approved, RM 186, 200
Feb 2002 – Jan 2005 Researcher
Cumulative Watershed Management, IRPA, Vot #74026, Budget approved,
RM 325, 000
UNIVERSITY FUND SCHEME (RUG FUND)
CO-RESEARCHER
May 2014 – April
2016
Researcher Spatial Modeling and Interpolation using Copula, Vot #07H00,
Budget approved, RM 25, 500
Oct 2016 – April 2018 Researcher Analysis of seasonal rainfall variability on main agriculture
production in Malaysia. Vot # 15H74, Budget approved, RM40,000
May 2014 – April
2016
Researcher Point Process Models for diurnal Variation Rainfall Data, Vot
#10J13, Budget approved, RM 20, 000
May 2014 – April
2016
Researcher Time- dependent Interval Data in The Classification of Rainfall
Pattern, Vot #09H04, Budget approved, RM 20, 000
May 2014 – April
2016
Researcher Deriving Initial abstraction Coefficient Ratio to Improve Flood
forecast and prediction in Malaysia #07H23, Budget approved, RM 49 , 500
May 2014 – April
2016
Researcher Analysis and Prediction of Time Series Variations in Tropical,
Vot #09H08, Budget approved, RM 20, 000
June 2012 – June
2016
Researcher Optimization of Conventional Treatment Plant Operational, Vot
#4L812, Budget approved, RM 235, 500
April 2011 –
September 2012
Researcher Clustering Based Classification on Daily Rainfall Pattern, Vot
#04J09, Budget approved, RM 40, 000
April 2011 – July
2012
Researcher Regionalization of the Spatial Temporal Neyman Scott Model
for simulation of Hourly rainfall process. Vot #03J80. Budget approved
RM40,000
April 2011 – March
2012
Researcher Infiltration under oil palm plantation: Heterogenities from
canopy to interspace. Vot # 00J98. Budget approved RM40,000
April 2011 – March
2013
Researcher Determination of Build-up and wash-off coefficients for
stormwater quality asssessment. Vot # 01H72 Budget approved RM128,000
Jan 2003 – Dec 2003 Researcher, Regionalization Study on Peninsular Malaysia. Vot # 71793.
Budget approved RM 19,000.
February 2018 –
January 2020
Researcher: Impact of climate change to regional extreme rainfall analysis
considering homogenous regionVot # 19H68. Budget Approved, RM50,000.
Oct 2018 – Sept 2019 Researcher: Medical images classification using massive training artificial
immune. Vot #03K40 Budget approved RM 20,000
EXTERNAL GRANT
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June 2012 – Feb 2013 Researcher, SAJ Carbon footprint assessment. Vot # 4B061. Budget
approved RM44,750 (OTR)
June 2012 – June
2014
Researcher, Optimization of Conventional Treatment Plant Operational
Practices. Vot # 4X121. Budget approved RM235,000 (NG)- E-Science
7/12/2016 –
31/3/2017
Researcher, Identifying the meteorologically homogenous zones within
ASEAN (Malaysia – Indonesia) and its application for extreme rainfall
analysis and climate change. Vot # 4B298. RM8097.22 (OTR)
HIGH IMPACT RESEARCH GRANT SCHEME
April 2018 – March
2020
Researcher. Airport delays prediction using weather impact index. Vot # 03G96. Budget approved RM 50,000
April 2018 – March
2022
Researcher. Temporal and Spatial trends of rainfall intensity and regional IDF
for Sungai Johor. Vot # 04G46. RM 60,000
CONTRACT RESEARCH PROJECT AWARDED BY NAHRIM
1 August- 30 April
2013
Researcher Membangun dan Meningkatkan Keupayaan Model Ramalan
Banjir menggunakan Flood Routing dan Updating State Correction Procedure.
Vot # 4C030. Budget approved RM 38, 410
FLAGSHIP PROJECT
September 2012 –
August 2015
Researcher, Optimization of Rainfall Monitoring Network for an Improved
Flood Forecasting. Vot #00G08 budget approved RM 216, 700.
May 2016 – April
2017
Researcher Mathematical Modeling: Academia and Industrial
Perspectives.. Vot # 03G50 Budget approved RM 20,000
April 2013 – Sept
2014
Researcher Stochastic model for groundwater transport flow in Peninsular
Malaysia. Vot # 01G22 Budget approved RM 107,000
May 2016 – October
2017
Researcher : Statistical Literacy for SME in Malaysia. Vot # 03G54.
Budget approved, RM20,000.
CONSULTANCY
1. Role: Consultant Title: Impact Of Climate Changes On Water Resources For Selected
Plantation Areas In Malaysia For Paddy, Rubber And Oil Palm
Duration: Sept 2014 – Dec 2014
Client: NAHRIM.
Vot: UTSB Vot. 825.
Amount: RM357,694.00.
2. Role: Consultant Title: A study on the optimization of rainfall observation network on model
calibration and application for the Johor, Batu Pahat and Muar river
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basins
Duration: Dec.2008 - June 2010
Client: JPS Malaysia.
Amount: RM 331,934.68.
Vot: BIP Vot: 63294
3. Role: Consultant Title: Impact of Climate Change of Design Flood and its application for
Damansara, Johor and Kelantan River Basin
Duration: Dec.2008 – June 2010
Client: JPS Malaysia.
Amount: RM 198,000.00
Vot: BIPVot 63299.
4. Role: Consultant
Title: Optimization of Coagulation Conditions Using Response Surface
Method
Duration: April 2008 – March 2010
Client: SAJ Holding Sdn. Bhd.
Amount: RM 36,000.00
Vot:
5. Role: Consultant
Title: Johor Water resources study.
Duration: Nov. 2010 – Aug 2011
Amount: RM204,641.00
Client: SMSB
Vot: UTSB Vot: 592
6. Role: Consultant
Title: A Self Assessment on the Environmental Performance Index [EPI]
2011 for Malaysia
Duration: Jan 2012 – December 2012
Client: Ministry of Natural Resources and the environment
Amount: RM80,000
Vot: UTSB Vot 623
7. Role: Consultant
Title: A Self Assessment on the Environmental Performance Index [EPI]
2010 for Malaysia
Duration: Jan 2011 – December 2011
Client: Ministry of Natural Resources and the environment.
Amount: RM 300,000
Vot: UTSB Vot 623
8. Role: Chairman
Title: 1st Malaysian Institute of Statistics International Conference
(ISM 2012)
Duration: Sept 4 - 6 2012
Amount: RM 132,619
Vot: Bendahari UTM: A.J260000.5626.06269
9. Role: Treasurer
Title: Seminar Kebangsaan Sains Matematik_ke 23 –SKSM 23
Duration: Sept 24 - 26 2015
Amount: RM 168,705.54
Vot: Bendahari UTM: A.J260000.5626.06317
10. Role: Chairman
Title: International Seminar of Mathematics in Industry 2017, 1-2 August
2017 (ISMI 2017) , Pulai Spring Resort, Johor.
Duration: Sept 24 - 26 2015
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Amount: RM 60,800
Vot: Bendahari UTM: A.J091002.5600.07397
MEMORANDUM OF AGREEMENT (MOA)
2015-2018 MOA between UTM dan University of Kent at Canterbury, UK on
UTM-Kent Double Degree Program – signed 23th June 2015
TEACHING EXPERIENCE
Teaching Experiences:
Session Course Code Duration Level Credits
Dec 85/86 Mat 3222
(Kalkulus III)
Mat 0222
(Kalkulus I)
1 semester Bsc(Yr.3)
Bsc(Yr.1)
2 credits
2 credits
July 86/87 Mat 0222
(Kalkulus I)
Mat 0312
(Algebra 1)
1 semester
Bsc(Yr.1)
Bsc(Yr.1)
2 credits
2 credits
Dec 86/87 Mat 0113
(Basic Mathematics)
Mat 0222
(Kalkulus I)
1 semester Bsc(Yr.1)
Bsc(Yr.1)
2 credits
2 credits
July 87/88 Mat 2072
(Introductory to
Statistics)
Mat 0312
(Algebra 1)
1 semester Bsc(Yr.1)
Bsc(Yr.1)
2 credits
2 credits
Dec 87/88 Mat 1062
(Statistics)
Mat 0312
(Algebra 1)
1 semester Bsc(Yr.1)
Bsc(Yr.1)
2 credits
2 credits
July 88/89 Mat 0152
(Basics Mathematics)
Mat 0312
(Algebra 1)
1 semester Bsc(Yr.1)
Bsc(Yr.1)
2 credits
2 credits
Dec 88/89 Mat 1062
(Statistics)
Mat 0312
(Algebra 1)
1 semester Bsc(Yr.1)
Bsc(Yr.1)
2 credits
2 credits
July 89/90 Mat 0152
(Basics Mathematics)
Mat 0312
(Algebra 1)
1 semester Bsc(Yr.1)
Bsc(Yr.1)
2 credits
2 credits
Dec 89/90 Accounting
Business Mathematics
1 semester Bsc(matriculation) 3 credits
3 credits
July 90/91 Accounting
Business Mathematics
1 semester Bsc(matriculation) 3 credits
3 credits
Dec 90/91 Business Mathematics
Business Statistics
1 semester Bsc(matriculation)
Bsc(Yr.1)
3 credits
3 credits
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July 91/92 Business Mathematics
Business Statistics
1 semester Bsc(matriculation)
Bsc(Yr.1)
3 credits
3 credits
Dec 91/92 Business Mathematics
Business Statistics
1 semester Bsc(matriculation)
Bsc(Yr.1)
3 credits
3 credits
July 92/93 Business Mathematics
Business Statistics
1 semester Bsc(matriculation)
Bsc(Yr.1)
3 credits
3 credits
Dec 92/93 Business Mathematics
Business Statistics
1 semester Bsc(matriculation)
Bsc(Yr.1)
3 credits
3 credits
July 93/94 Business Mathematics
Business Statistics
1 semester Bsc(matriculation)
Bsc(Yr.1)
3 credits
3 credits
Dec 93/94 Business Mathematics
Business Statistics
1 semester Bsc(matriculation)
Bsc(Yr.1)
3 credits
3 credits
July 94/95 Business Mathematics
Business Statistics
1 semester Bsc(matriculation)
Bsc(Yr.1)
3 credits
3 credits
Dec 94/95 Business Mathematics
Business Statistics
1 semester Bsc(matriculation)
Bsc(Yr.1)
3 credits
3 credits
July 95/96 Business Mathematics
Business Statistics
1 semester Bsc(matriculation)
Bsc(Yr.1)
3 credits
3 credits
Dec 95/96 Business Mathematics
Business Statistics
1 semester Bsc(matriculation)
Bsc(Yr.1)
3 credits
3 credits
July 97/98 Business Mathematics
Business Statistics
1 semester Bsc(matriculation)
Bsc(Yr.1)
3 credits
3 credits
Dec 97/98 Business Mathematics
Business Statistics
1 semester Bsc(matriculation)
Bsc(Yr.1)
3 credits
3 credits
Jul 98/99 Business Mathematics
Business Statistics
1 semester Bsc(matriculation)
Bsc(Yr.1)
3 credits
3 credits
Dec98/99 Business Mathematics
Business Statistics
1 semester Bsc(matriculation)
Bsc(Yr.1)
3 credits
3 credits
Jul 99/00 Business Mathematics
Business Statistics
1 semester Bsc(matriculation)
Bsc(Yr.1)
3 credits
3 credits
Dec 99/00 SSM 2762
(Statistics)
SSM 1203
(Calculus 1)
1 semester Bsc(Yr.2)
Bsc(Yr.1)
2 credits
3 credits
Jul 00/01 SSM 1073
(Basic Matematics)
SSM 2762
(Statistics)
SSU 3092 (PSM1)
1 semester Bsc(Yr.1)
Bsc(Yr.2)
Bsc (Yr.4)
3 credits
2 credits
2 credits
Dec 00/01 DSM 2703
(Probability and
Statistics)
SSM 2762
(Statistics)
SSU 3094 (PSM2)
1 semester Bsc(Yr.2)
Bsc(yr.2)
Bsc (Year 4)
3 credits
2 credits
4 credits
Jul 01/02 DSM 2703
(Probability and
Statistics)
SSM 2723
(Statistics II)
SSU 3092 (PSM1)
1 semester Bsc(Yr.2)
Bsc(Yr.3)
Bsc (Yr.4)
3 credits
3 credits
2 credits
Dec 01/02 DSM 2703
(Probability and
Statistics)
1 semester Bsc(Yr.2)
3 credits
2 credits
-
13
SSM 2762
(Statistics)
SSU 3094 (PSM2)
Bsc(yr.2)
Bsc (Yr.4)
4 credits
Jul 02/03 DSM 2703
(Probability and
Statistics)
SSM 3763
(Engineering Statistics)
SSU 3092 (PSM1)
1 semester Bsc(Yr.2)
Bsc(Yr.3)
Bsc (Yr 3)
3 credits
3 credits
2 credits
Dec 02/03 SSM 3763
(Engineering Statistics)
SSM 2723
(Statistics II)
SSM 2703
(Statistics I)
SSU 3094 (PSM2)
1 semester Bsc(Yr.3)
Bsc(Yr.3)
Bsc(Yr.2)
3 credits
3 credits
3 credits
Jul 03/04 SSM 3763
(Engineering Statistics)
SSM 2723
SSU 3092 (PSM1)
1 semester Bsc(Yr.3)
Bsc(Yr.2)
Bsc(Yr.3)
3 credits
3 credits
2 credits
Dec 03/04 SSM 2723
(Statistics II)
SSH 1113
(Statistics I)
SSU 3094 (PSM2)
1 semester Bsc(Yr.2)
Bsc(Yr.1)
Bsc(Yr 3)
3 credits
3 credits
3 credits
Dec 07/08 SSE 2193
(Engineering Statistics)
SSH 1123
(Statistics II)
1 semester
1 semester
Bsc (Yr.2 and
Yr.3)
Bsc (Yr.1)
3 credits
3 credits
Jul 08/09 SSH 1113
(Statistics I)
SSU 3092 (PSM1)
MSM 1423 (Probability
Theory)
1 semester Bsc(Yr.1)
Bsc (Yr.4)
MSc
3 credits
2 credits
3 credits
Dec 08/09 SSU 3094 (PSM2)
SSH 1123 (Stats2)
SSE 2193 (Eng. Stats)
1 semester Bsc(Yr.3)
Bsc (Yr.1)
Bsc (Yr 2)
4 credits
3 credits
3 credits
Jul 09/10 SSU 3092 (PSM1)
MSM 1423 (Probability
Theory)
SSH 1113 (Stats 1)
1 semester Bsc (Yr 3)
MSc
Bsc (Yr1)
2 credits
3 credits
3 credits
Dec 09/10 SSU 3094 (PSM2)
SSH 1123 (Stats2)
SSE 2193 (Eng.
1 semester Bsc (Yr 3)
Bsc (Year 2)
Bsc (Year 2)
4 credits
3 credits
3 credits
Jul 10/11 SSU 3092 (PSM1)
MSM 1423 (Probability
Theory)
SSH 1113 (Stats 1)
1 semester Bsc (Yr 3)
MSc
Bsc (Year 2)
3 credits
3 credits
3 credits
Dec 10/11 SSH1123 1 semester Bsc (Yr 1) 3 credits
-
14
(Statistiks II)
SSE 2193
(Statistiks kejuruteraan)
SSU 4404
(PSM 2)
Bsc (Year 2)
Bsc (Year 3)
3 credits
4 credits
Jul 11/12 SSH 2103 (Statistiks
bermatematik)
SSU 4402 (PSM1)
1 semester Bsc (Yr 2)
Bsc (Year 3)
3 credits x
2 = 6
2 credits
Dec11/12 SSU 4404 (PSM2)
SSH1123(Stat 2)
(Statistiks II)
SSE 2193
(Statistiks kejuruteraan)
1 Semester Bsc (Yr.4)
Bsc (Yr 2)
Bsc (Year 3)
4 credits
3 credits
3credits
Jul 12/13 SSU 4402 (PSM1)
MSM 1413 (Math Stat)
SSCM 2103 (Math Stat)
1 semester Bsc (Yr 3)
Msc
Bsc (Year 2)
3 credits
3 credits
5 credits
Dec 12/13 SSU 3094 (PSM2)
SSCE 1442( Stats untuk
Juru Ukur)
MSCM 1413(Math Stat)
1 semester Bsc (Yr 3)
Bsc (Year 2)
MSc
4 credits
3credits
5 credits
Jul 13/14 SSU 3092 (PSM1)
SSCM 1203 (Math Stat)
MSCM 1413 (Math Stat)
1 semester Bsc (Yr 3)
Bsc (Year 2)
MSc
2 credits
3 credit
3 credits
Dec 13/14 SSU 4404 (PSM2)
SSH 4243 (Sanpling
Technique)
1 semester Bsc (Yr 4)
Bsc (Year 4)
4 credits
3 credits
Jul 14/15 SSU 4402 (PSM1)
MSM1413 (Math Stat)
1 semester Bsc (Yr 4)
Bsc (Year 3)
3 credits
4 credits
Dec 14/15 SSU 4404 (PSM2)
SSH 4243 (Sanpling
Technique)
1 semester Bsc (Yr 4)
Bsc (Year4)
3 credits
3 credits
Jul 15/16 SSU 4402 (PSM1)
MSCM 1413 (Maths
Stats)
1 semester Bsc (Year 4)
Masters level
(Mixed Mode)
2 credits
3 credits
Dec 15/16 SSU 4404 (PSM2)
MSCM 1413
(Mathematical Statistics)
SSU 3905 (Latihan
Industri)
1 semester Bsc (Year 4)
Masters level
(Mixed Mode)
Bsc(Yr 3)
2 credits
3 credits
5 credits
Jul 16/17 SSCM 1203
Mathematical Statistics
SSU 4402 (PSM1)
SSU 3905 (Latihan
Industri)
1 semester SSCM
14rogramme
Bsc. (Year 2)
Bsc (Year 4)
Bsc (Year 3)
3 credits
4 credits
5 credits
Dec 16/17 MSCM 1413
(Mathematical Statistics)
1 semester Masters level
(Mixed Mode)
3 credits
-
15
SSU 4404 (PSM2)
Bsc (Year 4)
4 credits
Jul 17/18 SSCM 1103
Statistics
SSU 4402 (PSM1)
1 semester SSCM
Programme
Bsc (Year 1)
Bsc (Yr 4)
3 credits
2 credits
Dec 17/18 MSCM 1413
(Mathematical Statistics)
SSU 4404 (PSM2)
1 semester MSCM
(Mixed Mode)
3 credits
Jul 18/19 MSCM 1413
(Mathematical Statistics)
1 semester MSCM
(Mixed Mode)
3 credits
Dec 18/19 Research Methofology
USCP 0010
MSCM 1033, MSCJ1033
1 Semester MSCM, MSCJ
dan PSCM
3 credits
TEACHING EXPERIENCES: Total credit hours taught: 194 hours
1 MAT 3222 Calculus 3 : Third year Undergraduate Calculus III for Engineering
Total Hours : 1 x 2 = 2
2 MAT 0222/SSM1203 Calculus 1: First year Undergraduate Calculus I for Engineering
Total Hours : 2 x 3 = 6
3 MAT 0113/MAT 0152: Basic Mathematics for Undergraduate engineering
Total Hours : 4 x 3 = 12
4 MAT 0312 Algebra : Basic algebra for undergraduate engineering
Total Hours: 6 x 2 = 12
5 SSM 2723/SSH1123/SSH2103 Statistics II : Second year Undergraduate Statistics course for
sciences and education students.
Total hours: 12 X 3 = 36
6 SSH 1113/SSH1103/SSM2703 Statistics I : First year Undergraduate Statistics course for
sciences and education students.
Total Hours : 7 X 3 = 21
7 SSE 2193/SSM2723/SSM3763 Engineering Statistics : Second and third year
Undergraduate Statistics course for engineering students
Total Hours: 15 X 3 = 45
8 SSCE 1442 Statistics for Surveyors: First year Undergraduate course for
Geoinformation students
Total Hours: 2 X 2 = 4
9 SSCM 4643 Sampling Techniques : Final year Undergraduate elective for science
Students
Total Hours: 2 X 3 = 6
10 SSCM 4643 Stochastic Process : Final year Undergraduate elective for science students
Total Hours: 1 X 3 = 3
11 MSM 1423 Probability Theory: Post graduate Statistics course.
Total Hours: 2 X 3 = 6
12 MSM 1413 Mathematical Statistics: Post graduate Mathematical Statistics course.
Total Hours: 9 X 3 = 27
13 USCP0010/MSCJ1033/MSCM 1033: Research Methodology: Post Graduate Students
course
Total Hours: 1x3 = 3
-
16
Copyright
6th September 2015 "Coding of Disaggregation of daily into hourly rainfall data by using
Artificial Neural Network with multi-laye Perceptron couple with back
propagation (ANN-MLP-BP)"
27th February 2018 R code for adaptive maximization by parts parameter estimation Method
12th December 2018 Statistical Table for Engineering and Science Students
SUPERVISION
PhD Students (Graduated)_8 Main supervisions and 5 co-supervision
No Year Name Status Title Roles of
Supervis
ion
1 2014 Ho Ming Kang Graduated
Identification of Missingness
Mechanism Main
Supervisor
2 2014 Ibrahim Lawal
Kane Graduated
Spatial and Stochastic Modelling of
Long Term Persistence and
Volatility in Rainfall Records
Main
Supervisor
3 2015 Foo Hui Mean Graduated
Characterization of Drought using
Copula Method Main
Supervisor
4 2017 Tan Wei Lun Graduated Space time Rainfall Modeling using
Hidden Markov model Main
Supervisor
5 2017. Norsyereena
Nojumuddin Graduated
Stochastic Generation of Hourly
Rainstorm Events Main
Supervisor
6 2017 Mohd Khairul
Bazli Mohd Aziz Graduated
Optimization of Raingauges
Network Main
Supervisor
7 2016. Muzaffar Zainal
Abideen Graduated
Coagulation Process in Drinking
Water
Co-
Supervisor
8 2015 Harisweni Graduated Dissaggregation of Rainfall Series Co-
Supervisor
9 2014
Mohsen
Salarpour
Goodarzi
Graduated
Flood Frequency Analysis based on
Bivariate Copula Function Co-
Supervisor
10 2012 Norzaida Abas Graduated Spatial Temporal Modeling of
Rainfall Processes in Malaysia
Co-
Supervisor
11 2017 Syazlyn Milleana
Shaharudin Graduated
Biclustering-Based Classification:
A Weather Pattern Classification
for Climate Downscaling
Co-
Supervisor
12 2018 Siti Mariam
Norrulashikin Graduated
Multivariate Time Series Main
Supervisor
13 2018 Siti Rohani
Mohd Nor
Graduated Stochastic Financial modeling
Main
Supervisor
14 2019 Kho Piu Kim Correction
after viva Statistical Downscaling Analysis
Main
Supervisor
15 2019 Kong Chee Yee Graduated Bivariate Distribution Co-
-
17
Supervisor
PhD Students (On-going) _8 Main supervision, 2 co-supervision
No. Name Status Title Roles of
Supervision
1 Suad Abdeen Helaly
Osman Ongoing
Operation Risk modeling Main Supervisor
2 Aimi Athirah
Ahmad Ongoing
(2016-2019)
Agricultural production
modeling Main Supervisor
3 Ahmad Abdou Ongoing Extreme Events Co-supervisor
4 Rahmah Binti Mohd
Lokoman Ongoing
(2017 -2020)
Time Varying Modeling Main Supervisor
5 Aaishah Radziah Ongoing
(2017-2020)
Count data Time series Main Supervisor
6 Haneef Zulkifli 2019
Multipopulation Semi
Coherent Model Through
State Space Framework
Main Supervisor
7 Nor Hafizah
Hussain 2019
A Hybrid Forecasting
Approach On Wind Speed
Time Series For Renewable
Energy Conversion
Main Supervisor
8 Baba Gimba
AlHassan 2018
Multivariate Time Series
Forecasting On Revenue
Taxes In Nigeria
Main Supervisor
Masters Students: graduated – 2 main supervision
No. Name Status Title Roles of
Supervision
1. Norizzati Salleh Graduated
2017
Copula Main Supervisor
2. Aaishah Radziah Graduated
2017
Time Series Main Supervisor
3. Saiful Adham Correction IDF Co-supervisor
4 Farhad Wassel 2018-
ongoing
Survey Data Main Supervisor
5 Muhammad Adam
Norulashikin
2019-
ongoing
Emergency trolley
statistical modeling Main Supervisor
-
18
Masters _Dissertation (Graduated)
Year No. Name Status Title Roles of
Supervision
2019 1 Tay Hui
Shien
Ongoing Statistical
Modeling on
HFMD in
Malaysia
Main
Supervisor
2018 2 Ilya Farhana
Zulkiflee
Ongoing Statistical
Modeling of
Flight Delay in
Malaysia
Main
Supervisor
2017 3 Rahamah
Lokoman Graduated Copula Modeling Main
Supervisor
2016 4 Wan Hamiza Graduated Extreme Event
Modeling
Main
Supervisor
2015 5
Siti Rohani Mohd
Nor
Graduated
Time Series
Analysis on Share
Market Price
Main
Supervisor
2014
6 Lim Qi Su Graduated
Parameter
Estimation for
GEV and GP in
Extreme rainfall
analysis
Main
Supervisor
2013 7 Yazre Ahmed Graduated PDM: Rainfall
Runoff Modelling
Main
Supervisor
2013 8 Nurhazimah Nazmi Graduated
Estimation
Methods in
Distributions
Main
Supervisor
2013
9 Lee Mye Yung Graduated
Markov Chain
Mixed –
Exponential
Modeling
Main
Supervisor
2013
10 Nadia Hanim
Abdul Ghani Graduated
Single – Site
Rainfall Modeling
using Neyman-
Scott Model in
Sarawak
Main
Supervisor
2013 11 Lim Tou Hin Graduated Multivariate
Disaggregation Main
-
19
Method Supervisor
2013
12 Nurul Nabihah
Rahman Graduated
Markov Chain
Analysis to Detect
Water Quality
Level
Main
Supervisor
2012
13 Nur Syerena
Nojumuddin Graduated
Fitting Hourly
Rainfal Intensity in
Damansara River
Basins using
Statistical
Distribution
Main
Supervisor
2010
14 Lau Kim Soo Graduated
Single-site
modeling of rainfall
based on the
Bartlett-Lewis
Rectangular Pulse
model
Main
Supervisor
2009
15 Tan Wei Lun Graduated
Fitting the
optimum order of
Markov Chain
Model at
Damasara,
Kelantan and Johor
Main
Supervisor
2008
16 Cheoung Tau Han Graduated
Development of an
integrated rainfall
simulation: NSRP
model
Co- Supervisor
Bachelor of Science Projects (PSM)- from 2009 onwards
Year No. Name Title
2018 1 Muhammad Nazrul Izwan
Muhammad Nashiruddin
Flight Delay Analysis Using Statistical
Method
2018 2 Nur Safirah Bahuriddin Multiple Regression Analysis on the AIP
Index and Several Climate Variables
2017 3 Aina Nadia Mohammad Bias Correction
2017 4 Yew Siew Chen Generalized Linear Model on Insurance
amount
-
20
2016 5 M.Zillullah Mukaram Forecasting Solar Radiation Data using
hybrid model
2016 6 Foo Weoi Ming Modeling accident claims using
Generalized Linear Model
2015 7 Nur Azilla Jamainal Multivariate time series
2015 8 Sharainie Binti Sahrin Student- t copula
2014 9 Lim Tou Shin Time series modeling
2013 10 Mohd Zaini Yahaya Application of Multiple Linear Regression
in Meteorology
2013 11 Lee Lai Yee Markov Chain Analysis of Weekly rainfall
Data in Determining Drought-Proneness
2012 12 Nor Asmawati Ismail Logistic Regression Analysis in Lag at
Study Among Primary School Students
2012 13 Wan Norliyana Wan
Ismail
Principal Component Analysis
On Wind Data In Peninsular Malaysia
2012 14 Ian Wee Tan Neyman-Scott Rectangular Pulses Model
2011 15 Nur Hidayah Ismail The Copula Method in Bivariate
Distribution
2011 16 Lim Tou Hin Fitting the Best-fit Distribution for daily
rainfall amount in Kelantan River Basin
2010 17 Siti Farahiyah Ismail Logistic regression on academic
performance graduates’Faculty of Science
2008/2009 UTM
2010 18 Foo Hui Mean Drought Analysis Using Statistical
Distribution
2010 19 Kong Chi Yee The Application Of Response Surface
Methodology In Water Treatment
2010 20 Syafiqah Abdul Halim Multiple Regression Analysis In Water
Quality Analysis Involving Dummy
Variable
2009 21 Fong Peng Hon Estimation of missing hourly rainfall series
2009 22 Nurul Shuhada Faridam Fitting Hourly Rainfall Using Statistical
Distribution
2009 23 Lily Aziana Othman Fitting The Best Statistical Distribution to
the Daily Rainfall Amount in Wilayah
Persekutuan
POSTGRADUATE EXAMINATION/VIVA (Research)
PhD External Examiner
Noratiqah Mohd Arif (UKM) 2014. Title of Thesis: Pemodelan statistik ribut dan profil statistik
ribut di Semenanjung Malaysia.
Master (Msc) External Examiner
-
21
1. Tawfiqullah, UMP (2015). Title of Thesis: Stochastic modeling of time delay for solvent
production by clostridium acetobutilicum P262.
2. Idris Ajoge, UPM (2016). Title of Thesis: Improved Median Polish Technique
Master (Msc) Internal Examiner (UTM)
1. Mohd Khairul Bazli bin Mohd Aziz, (2010). Title of Thesis: Modelling growth of
C.Acetobutylicum and Solvent Production in Fermentation using Stochastic Power Law Logistic
Model
2. Siti Musliha Mat Rasid, (2014). Title of Thesis: Regionalization of the Spatial Temporal Neyman-
Scott Model for Simulation of Hourly rainfall processes
3. Nur Hashida Md Lazim (2016). Title of Thesis: Comparative analysis on the performance of
stochastic differential equations parameter estimation methods
PhD Internal Examiner (UTM)
1. Haliza Abdul Rahman, (2012). Title of Thesis: An improved two step method in SDE's structural
parameter estimation.
2. Sayedeh Vanedah, (2014). Title of Thesis:
3. Syafrina Abdul Halim, (2015). Title of Thesis: Projection of Future Extreme rainfall events using
statistical downscaling in Malaysia.
4. Granita (2017). Title of Thesis: Stochastic Differential Equation (SDE) for two phase growth
model
5. Kamel Ahmed (2016). Title of Thesis: Modeling Seasonal Meteorological Droughts in a data
scarce region under climate change scenarios
6. Kho Chia Chen (2017). Title of Thesis: Modeling and Estimation on Long Memory Stochastic
Volatility For Index Prices
PUBLICATIONS
ISI JOURNALS: 25
1) F.Yusof, I.L.Kane, and Z.Yusop. Structural break or long memory: an empirical survey on daily rainfall data sets across Malaysia. Hydrology and Earth System Sciences (HESS) 17,
1311-1318 (2013). ( IF: 3.59)
2) Fadhilah Yusof and Ibrahim Lawal Kane. Volatility modelling of rainfall time series. Theoretical and Applied Climatology. Vol.113 Issue 1-2, pp 247-258, July 2013.(1F:2.64)
3) Fadhilah Yusof , Foo Hui-Mean, Jamaludin Suhaila, Z.Yusop and Kong Ching-Yee. Characterisation of Drought Properties with Bivariate Copula Analysis. Water Resources
Management. 27(12):4183-4207 (2013). (IF: 2.2)
4) Fadhilah Yusof , Foo Hui-Mean, Jamaludin Suhaila, Z.Yusop and Kong Ching-Yee. Rainfall Characterisation by application of standardised precipitation index (SPI) in Peninsular
Malaysia. Theoretical and Applied Climatology. Vol. 115. Issue 3-4. pp: 503-516. (2014).
(1F:2.640). DOI 10.1007/s00704-013-0918-9.
5) Mohsen Salarpour, Z. Yusop and Fadhilah Yusof "Development of Generalized Feed
Forward Network for predicting annual flood (depth) of a Tropical River" Sains Malaysiana.
Vol.43 No.12: 1865-1871. December (2014).(IF:0.48)
6) Z. Yusop ,Harisaweni Nasir and Fadhilah Yusof. Disaggregation of daily rainfall data using Bartlett Lewis Rectangular Pulse model: a case study in central Peninsular Malaysia.
Environ Earth Sci 71 Vol.71 No. 8:3627–3640 (2014).(IF:1.445)
-
22
7) Mohsen Salarpour, Z.Yusop and Fadhilah Yusof, Shamsuddin Shahid and Milad Jajarmizadeh. Flood Frequency Analysis based on t-copula for Johor River, Malaysia. Journal
of Applied Sciences. 13:1021-1028 (2013). (SCOPUS & ISI)
8) Norzaida Abas, Zalina M. Daud
and Fadhilah Yusof. A Comparative Study of Mixed
Exponential and Weibull Distributions in a Stochastic Model Replicating Tropical Rainfall
Process. Theoretical and Applied Climatology. (IF:2.64). (2014)
9) Fadhilah Yusof and Ibrahim Lawal Kane. Temporal Correlation Behavior of daily Temperature Time series Across Malaysia. Archives Des Sciences. Vol.65.No.12.pp.243-258.
Dec.2012. (IF:0.3)
10) Muzaffar Zainal Abideen, Azmi Aris, Fadhilah Yusof and Zaiton Majid. Optimizing
Coagulation Process in Drinking Water Treatment Plant - Comparison between Traditional
and Statistical Experimental Design Jar Tests. Water Science and Technology vol. 65.3 Pg
496-503 (2012).(IF:1.03)
11) Mohd Hafizi Ahmad, Nouruddeen Bashir, Hussein Ahmad, Mohamed Afendi Mohamed Piah,
Zulkurnain Abdul-Malek and Fadhilah Yusof. Statistical Analysis of Electrical Tree
Inception Voltage, Breakdown, Voltage and Tree Breakdown Time Data of Unsaturated
Polyester Resin. J Electr Eng Technol Vol. 8, No. 4: 840-849, (2013).(IF:0.517)
12) Norzaida, Abas, Zalina, M. Daud and Fadhilah, Yusof. Application of Fourier series in
managing the seasonality of convection and monsoon rainfall. Hydrological Sciences Journal.
(2016) Vol.61, Issue 10. pp 1967-1980 DOI: 10.1080/0262667.2015.1062892. (IF: 2.22)
13) Z. Yusop, Harisaweni Nasir dan Fadhilah Yusof. The use of BLRP model for
Disaggregating Daily Rainfall Affected by Monsoon in Peninsular Malaysia. Sains
Malaysiana. 45(1)(2016): 87–97. (IF:0.446).
14) Mohd Khairul Bazli Mohd Aziz, Fadhilah Yusof, Zalina Mohd Daud, Z.Yusop and
Mohammad Afif Kasno. Optimal Design Of Rain Gauge Network In Johor By Using
Geostatistics And Particle Swarm Optimization. International Journal of GEOMATE, Sept.,
(2016), Vol. 11, Issue 25, pp. 2422-2428 .(IF: 1.009)
15) Tan Wei Lun, F.Yusof and Z.Yusop. Subseasonal to multidecadal variability of northeast
monsoon daily rainfall over Peninsular Malaysia using a hidden Markov model. Theoretical
and Applied Climatology · July (2017), Vol.129. Issue 1-2, pp577-586.
(IF: 2.64)
16) N.S. Nojumuddin, F.Yusof and Z.Yusop (2018). Determination of Minimum Inter-event
Time for Storm Characterization in Johor, Malaysia. Journal of Flood Risk
Management · Vol.11,Issue 52 ( IF: 1.76) ·
17) Foo Hui-Mean, Zulkifli Yusop and Fadhilah Yusof (2018). Drought Analysis and Water
Resource Availability using Standardized Precipitation Evapotranspiration Index.
Atmospheric Research : 201(2018) pg102 -115 (IF: 3.778)
18) Aaishah Radziah Binti Jamaludin , Fadhilah Yusof , Rahmah Mohd Lokoman , Zainura
Zainoon Noor , Noreliza Alias and Nurazimah Mohd Aris (2017). Correlational study of air pollution-related diseases (asthma, conjunctivitis, URTI and dengue) in Johor Bahru,
Malaysia. Malaysian Journal of Fundamental and applied sciences (MJFAS).Special Issue on Some Advances in Industrial and Applied Mathematics (2017) 354-361. ISSN: 2289-
-
23
5981(Print) or 2289-599x(Online).
19) Muhammad Zillullah Mukaram and Fadhilah Yusof (2017). Solar radiation forecast using
hybrid SARIMA and ANN model: A case study at several locations in Peninsular Malaysia.
Malaysian Journal of Fundamental and applied sciences (MJFAS).Special Issue on Some
Advances in Industrial and Applied Mathematics (2017) 346-350. ISSN: 2289-5981(Print) or
2289-599x(Online).
20) Aimi Athirah Ahmad , Fadhilah Yusof , Muhamad Radzali Mispan and Hasliana Kamaruddin
(2017). Rainfall, evapotranspiration and rainfall deficit trend in Alor Setar, Malaysia.
Malaysian Journal of Fundamental and applied sciences (MJFAS).Special Issue on Some
Advances in Industrial and Applied Mathematics (2017) 400-404. ISSN: 2289-5981(Print) or
2289-599x(Online).
21) Siti Mariam Norrulashikin, Fadhilah Yusof and Ibrahim Lawal Kane. Meteorological
Multivariable Approximation and Prediction with Classical VAR-DCC Approach. Sains Malaysiana.
Vol 47. No.2. February 2018. pp. 409 – 417. http://dx.doi.org/10.17576/jsm-2018-4702-24.
22) Siti Rohani Mohd Nor, Fadhilah Yusof and Arifah . Multi-Population Mortality Model: A
Practical Approach. Sains Malaysiana Vol 47 No.6 June 2018. Pp 1337-1347.
http://dx.doi.org/10.17576/jsm-2018-4706-31.
23) Siti Mariam Norrulashikin, Fadhilah Yusof and Ibrahim Lawal Kane. Performance Evaluation
of a New Hybrid Meteorological Model Analysis: A Simulation Study. Matematika. Vol. 34. June
2018. Pp 73 – 85. EiSSN 0127-9602.
24) Foo Hui-Mean, Fadhilah Yusof, Zulkifli Yusop and Jamaludin Suhaila. Trivariate Copula in
Drought Analysis: A case study in Peninsular Malaysia. Theoretical and Applied Climatology
https://doi.org/10.1007/s00704-019-02847-3. (2019)
25) Nurul Hila Zainuddin , Muhamad Safiih Lola , Maman Abdurachman Djauhari ,
Fadhilah Yusof , Mohd Noor Afiq Ramlee , Aziz Deraman , Yahaya Ibrahim , Mohd
Tajuddin Abdullah. Improvement of time forecasting models using a novel hybridization of bootstrap and double bootstrap artificial neural networks. Applied Soft Computing Journal.
84(2019) 105676 https://doi.org/10.1016/j.asoc.2019.105676
SCOPUS-INDEXED: 20
1) Rahmah Mohd Lokoman and Fadhilah Yusof. Parametric estimation methods for bivariate copula in rainfall application. Jurnal Teknologi. (2018) Vol.81 no.1 1 – 10, Penerbit UTM
Press.
2) Nur Syereena Nojumuddin, Fadhilah Yusof and Z. Yusop. Identification of Rainfall Patterns in Johor. Applied Mathematical Sciences. 2015;9(37-40):1869-1888.
3) Siti Mariam Norrulashikin, Fadhilah Yusof and Ibrahim Lawal Kane. An Investigation towards the Suitability of Vector Autoregressive Approach on Modeling Meteorological Data.
Modern Applied Science; Vol.9, No.11; 2015 ISSN 1913-1844E-ISSN 1913-1852.pp 89-100.
4) Aaishah Radziah, Fadhilah Yusof and Ibrahim Lawal Kane. Temporal Dynamics of Trend in Relative Humidity with RH-SARIMA Model. Modern Applied Sciences. Vol.9, No.3 (2015):
281-290. ISSN 1913-1844 E-ISSN 1913-1852.
5) Siti Rohani Mohd Nor; Fadhilah Yusof; Ibrahim Lawal Kane. Nonlinear Smooth Transition Autoregressive (STAR)–Type modelling and forecasting on Malaysia Airlines (MAS) stock
http://dx.doi.org/10.17576/jsm-2018-4702-24http://dx.doi.org/10.17576/jsm-2018-4706-31https://doi.org/10.1007/s00704-019-02847-3http://scival-expert.utm.my/pubDetail.asp?t=pm&id=84933502565&n=Fadhilah+Yusof&u_id=1751&oe_id=1&o_id=68http://scival-expert.utm.my/pubDetail.asp?t=pm&id=84933502565&n=Fadhilah+Yusof&u_id=1751&oe_id=1&o_id=68
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returns. Jurnal Teknologi. 2015;74(11):137-145.
6) Fadhilah Yusof; Lee Mee Yung; Z.Yusop. Tropical daily rainfall amount modelling using Markov chain-mixed exponential (MCME). Jurnal Teknologi. 2015;74(11):153-163.
7) Jamaludin Suhaila ,, Kong Ching-Yee , Fadhilah Yusof and Foo Hui-Mean. Effect of zero measurement in rainfall data. Jurnal Teknologi. Vol.63 (2) pp. 35-39 July (2013).[SCOPUS].
8) Fadhilah Yusof, Ibrahim Lawal Kane and Z. Yusop. Hybrid of ARIMA-GARCH Modeling in Rainfall Time Series. Jurnal Teknologi. Vol.63 (2) pp. 27-34July(2013).[SCOPUS]
9) Tan Wei Lun, Fadhilah Yusof and Zulkifli Yusop. Non-homogenous Markov Model For Daily Rainfall Amount In Peninsular Malaysia.. Jurnal Teknologi Vol.63 (2) pp. 75-79. July
(2013)
10) Ibrahim Lawal Kane and Fadhilah Yusof. Rainfall time series exploration via non parametric method. International Journal of Applied Mathematics and Statistics (IJAMAS). Vol.45. Issue
15 pp: 222-231 (2013).
11) Mohsen Salarpour, Z. Yusop and Fadhilah Yusof . Comparison of Distribution Models for Peakflow, Flood Volume and Flood Duration. Research Journal of Applied Sciences,
Engineering and Technology. Vol. 6 , (04): 733-738. (2013).
12) Ibrahim Lawal Kane and Fadhilah Yusof. Assessment of risk of rainfall events with a hybrid of ARFIMA-GARCH.Modern Applied Sciences. Vol.7. No.12. pp: 78-89 (2013). [SCOPUS].
13) Ho Ming Kang, Fadhilah Yusof and Ismail Mohamad. Imputation of Missing Data with Different Missingness Mechanism. Jurnal Teknologi,57 (Sains&Kej.) Keluaran Khas (1), 57-
67 (2012).[SCOPUS]
14) Fadhilah Yusof, Foo Hui Mean, Shariffah Suhaila and Kong Ching Yee. Trend Analysis for drought event in Peninsular Malaysia . Jurnal Teknologi,57 (Sains&Kej.) Keluaran Khas (1),
211-218 (2012).[SCOPUS]
15) Mohd Hafizi Ahmad, Hussein Ahmad, Nouruddeen Bashir, Yanuar R.Arief, Zulkurnain Abdul-Malek, Rudi Kurnianto, Fadhilah Yusof . A New Statistical Approach for Analysis of
Tree Inception Voltage of Silicone Rubber and Epoxy Resin under AC Ramp Voltage.
International Journal on Electrical Engineering and Informatics (IJEEI) Vol.4, No.1 pp. 27-39
(2012).[SCOPUS]
16) Mohsen Salarpour, Z. Yusop, Fadhilah Yusof. Modeling the Distributions of flood Characteristics for a Tropical River Basin. Journal of Environmental Science and
Technology , Vol.5. Issue 6. 419-429 (2012).[SCOPUS]
17) Fadhilah Yusof and Foo Hui Mean. Use of Statistical Distribution for Drought analysis. Applied Mathematical Sciences. Vol.6, no.21 pg. 1031-1051.(2012).[SCOPUS]
18) M.H Ahmad, H. Ahmad, N. Bashir, Y.Z. Arief, R. Kurnianto, F. Yusof, Z. Abdul Malek, A. Darus. A New Statistical Ranking of Tree Inception Voltage Distribution of Silicone Rubber
and Epoxy Resin under AC Voltage Excitation. International Review of Electrical Engineering
(IREE) Part A. Vol.6. No. 4, Pg. 1768-1775, (July-August 2011).
19) Fadhilah Yusof, Zalina Mohd Daud, Nguyen V-T-V, Suhaila S. and Z. Yusop, Fitting The Best-Fit Distribution For the Hourly Rainfall amount in the Wilayah Persekutuan, Jurnal
Teknologi, Vol.46 (C), June 2007, pp 49-58. [SCOPUS]
http://scival-expert.utm.my/pubDetail.asp?t=pm&id=84933502565&n=Fadhilah+Yusof&u_id=1751&oe_id=1&o_id=68http://scival-expert.utm.my/pubDetail.asp?t=pm&id=84933515187&n=Fadhilah+Yusof&u_id=1751&oe_id=1&o_id=68http://scival-expert.utm.my/pubDetail.asp?t=pm&id=84933515187&n=Fadhilah+Yusof&u_id=1751&oe_id=1&o_id=68
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20) Mahadi Lawan Yakubu, Z. Yusop, and Fadhilah Yusof. The Modelled Raindrop Size Distribution of Skudai, Peninsular Malaysia, Using Exponential and Lognormal
Distributions. The Scientific World Journal. Volume 2014, Article ID 361703,1- 7 (2014).
NOT INDEXED IN SCOPUS OR ISI: 14
1) Shazlyn Milleana Shaharudin, Norhaiza Ahmad, Fadhilah Yusof. Improved Cluster Partition in Principal Component Analysis Guided Clustering. International Journal of
Computer Application (IJCA). International Journal of Computer Applications 75(11): 22-
25, August 2013. Published by Foundation of Computer Science, New York, USA.
2) Ho Ming Kang and Fadhilah Yusof . Determination Of Best-Fit Distribution And Rainfall Events In Malaysia. Matematika, Special Edition , Part Ii Pp 41-50. July (2013).
3) Kho Pui Kim, Fadhilah Yusof and Zalina Mohd Daud. Verification of Forecast Rainfall Anomalies. MATEMATIKA, Special edition , part i. pp 75-84. July (2013).
4) Shazlyn Milleana Shaharudin, Norhaiza Ahmad, Fadhilah Yusof and Xen Quan Yap. Classification of Daily Rainfall Patterns in Peninsular Malaysia during South West Monsoon.
MATEMATIKA, Special edition , part ii pp 183-190, july (2013).
5) Fadhilah Yusof and Ibrahim Lawal Kane. Modeling Monthly rainfall Time Series using ETS State Space and Sarima Models. International Journal of Current Research. Vol.4, Issue 09,
pp. 195 – 200, Sept. (2012.)
6) Chin Yee Kong, Suhaila Jamaludin, Fadhilah Yusof and Hui Mean Foo. Parameter Estimation for Bivariate Mixed Lognormal Distribution. Journal of Science and Technology.
Vol.14 No.1 Pg.41-48 June 2012.
7) Ho Ming Kang and Fadhilah Yusof. Application of Self-Organizing Map (SOM) in Missing daily Rainfall Data. International Journal of Computer Application (IJCA) (0975 – 888) Vol.
48 No. 5 June 2012.
8) Ho Ming Kang and Fadhilah Yusof. Homogeneity Tests on Daily Rainfall Series in Peninsular Malaysia. Int. J. Contemp. Math. Sciences, Vol. 7, no. 1, 9 – 22(2012)
9) F. Yusof and I. L. Kane . Short memory or long memory: an empirical survey of daily rainfall data. Hydrol. Earth Syst. Sci. Discuss., 9, 12271-12291, (2012)
10) Jamaludin Suhaila, Kong Ching-Yee, Yusof Fadhilah, Foo Hui-Mean. Introducing the Mixed Distribution in Fitting Rainfall Data. Open Journal of Modern Hydrology,Vol.1, 11-22.
(2011).
11) Fadhilah Yusof, Norzaida Abas & Zalina Mohd Daud. Fourier Series in a Neyman Scott Rectangular Pulse Model, MATEMATIKA, 237-251, Jld.24, Bil. 2 Disember 2008
12) Fadhilah Y, Zalina Md, Maizah Hura A, Nguyen V-T-V & Zulkifli Y. Assessment of Point Process Models Following the Neyman-Scott Process. MATEMATIKA, pp535-545, Special
Edition, Part II.(2008).
13) Fadhilah Yusof, Zalina Mohd Daud, Nguyen V-T-V and Zulkifli Yusop, Performance of Mixed Exponential and Exponential Distribution Representing Rain Cell Intensity in Neyman-
Scott Rectangular Pulse (NSRP) Model, Malaysian Journal of Civil Engineering, Vol.10,
No.1, 2007, pp 55-72.
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14) Aimi Athirah Ahmad, Mahendran Shitan and Fadhilah Yusof. Forecast of annual paddy production in MADA region using ARIMA (0,2,2) model. Economic and Technology
Management Review, Vol.12(2017): 11-17.
SCOPUS-INDEXED PROCEEDING: 11
1) Fadhilah Yusof, Ibrahim Lawal Kane and Z. Yusop. Measuring volatility persistence on rainfall records with the hybrid of autoregressive fractional integrated moving
average(ARFIMA)-Hidden Markov Model(HMM). AIP Conference Proceedings; 1643, 446-
452(2015) doi:10.1063/1.4907479.
2) Mohd Khairul Bazli Mohd Aziz, Fadhilah Yusof, Zalina Mohd Daud, Z. Yusop and Mohammad Afif Kasno. Redesigning rain gauges network in Johor using geostatistics and
simulated annealing. AIP Conference Proceedings; 1643, 270-277(2015)
doi:10.1063/1.4907455
3) Shazlyn Milleana Shaharudin, Norhaiza Ahmad and Fadhilah Yusof. Effect of window length with singular spectrum analysis in extracting the trend signal on rainfall data. AIP
Conference Proceedings; 1643, 320-326(2015) doi:10.1063/1.4907462
4) Nur Syereena Nojumuddin, Fadhilah Yusof and Z.Yusop. Stochasticc generation of hourly rainstorm events in Johor. AIP Conference Proceedings; 1643, 144-151(2015)
doi:10.1063/1.4907437
5) Kong Ching Yee, Jamaludin Suhaila, Fadhilah Yusof, and Foo Hui Mean. Bivariate copula in fitting rainfall data. AIP Conference Proceedings. 1605, 986-990 (2014); doi:
10.1063/1.4887724.
6) Kho Pui Kim, Fadhilah Yusof and Zalina binti Mohd Daud. Multi-dimensional reduction using self-organizing map. AIP Conference Proceedings. 1605, 932-937 (2014); doi:
10.1063/1.4887715
7) Norizzati Salleh, Fadhilah Yusof and Z.Yusop. Bivariate copula functions for flood frequency analysis. AIP Conference Proceedings. 1750, 060007(1-13) (2016); doi:
10.1063/1.4954612
8) Siti Mariam Norrulashikin, Fadhilah Yusof and Ibrahim Lawal Kane. Instantaneous casuality approach to meteorological variables bond. 1750, 060010(1-8) (2016); doi:
10.1063/1.4954615
9) Aaishah Radziah Jamaludin, Fadhilah Yusof, Ibrahim Lawal Kane and Siti Mariam Norrulashikin. A comparitive study between conventional ARMA and Fourier ARIMA in
modeling and forecasting wind speed data. 1750, 060022(1-12) (2016); doi:
10.1063/1.4954627
10) Kong Ching Yee, Jamaludin Suhaila and Fadhilah Yusof. Bivariate copula in Johor rainfall data. 1750, 060020(1-6) (2016); doi: 10.1063/1.4954624
11) Siti Rohani Mohd Nor, Fadhilah Yusof and Arifah Bahar. Modelling lifetime data with multivariate Tweedie distribution. AIP Conference Proceeding. 1842.030012(1-12) (2017):
doi: 10.1063/1.4982850
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POSTER PRESENTATION: 3
1) Fadhilah Yusof , Ibrahim Lawal Kane and Z. Yusop. “Modeling Volatility Persistence in Rainfall Time series” Poster Presentation at JSPS ASIAN CORE PROGRAM 3RD
COMPREHENSIVE SYMPOSIUM. 28-29 OCTOBER 2013. KYOTO UNIV.-UJI
CAMPUS, KYOTO OSAKA, JAPAN.
2) Wei Lun Tan, Fadhilah Yusof, Z. Yusop. “Modeling Rainfall Amount In Malaysia By Hidden Markov Model (HMM). Poster Presentation at JSPS Asian Core Program 4th
Comprehensive Symposium. 3-4 December 2014. UTM Skudai.
3) Mohd Mohd Khairul Bazli Mohd Aziz, Fadhilah Yusof, Z. Yusop, Zalina Mohd Daud and Mohammad Afif Kasno." Rain gauge network optimization in Johor" Poster Presentation at
JSPS ASIAN CORE PROGRAM 5th COMPREHENSIVE SYMPOSIUM. 18-21 November
2015. KYOTO UNIV.-UJI CAMPUS, KYOTO OSAKA, JAPAN.
ORIGINAL BOOKS: 4
1) A self-Assessment on the Environment Performance Index (EPI) 2010 for Malaysia by Ministry of Natural Resources and the Environment in collaboration with UTM (2011).
Penerbit UTM.
2) Fadhilah Yusof, Zalina Mohd Daud, Maizah Hura, Robiah Adnan, Zarina Mohd Khalid, Arifah Bahar and Norhaiza Ahmad(2009). Basic Statistics for Sciences and Engineering.
Prentice Hall, Pearson Malaysia. Sdn. Bhd.
3) Zalina Mohd Daud, Maizah Hura and Fadhilah Yusof (2008). Elementary Statistics, Prentice Hall, Pearson Malaysia. Sdn. Bhd.
4) Fadhilah Yusof, Zalina Mohd Daud, Maizah Hura, Robiah Adnan, Shariffah Suhaila and Ismail Mohd (2005). Statistics for Sciences and Engineering. Penerbit UTM.
TRANSLATIONS: 1
Fadhilah Yusof, Hamidah Hamid, Rohani Abd. Rahman, Sabariah Baharun (1998). Linear
Algebra. Wilde, Carrol Collin Clark, Penerbit UTM.
BOOKCHAPTER: 7 contributions, 1 Editor
1) Using cluster point process in modeling hourly rainfall Process. Recent Advances in
Probability and Statistics. Penerbit UTM berhad. (2006) 978-983-52-0612-2. Contributor
2) Stochastic Hydrological Modeling In Water Management. Penerbit UTM berhad. (2015)
ISBN978-983-52-1136-2 Editor
3) The Use Bartlet Lewis Rectangular Pulse Model For Disaggregating Daily Rainfall In
Peninsular Malaysia. Water Resource: Research On Modelling And Management.
Penerbit UTM. (2015) ISBN978-983-52-1163-8. Contributor
4) Spatiotemporal Modelling of Ranfall Time Series for Sustainable Water Management.
(2015) Stochastic Hydrological Modeling In Water Management. ISBN978-983-52-1136-
2 Contributor
5) Application of Clayton Copula Function for Flood Frequency Analysis. (2015) Stochastic
Hydrological Modeling In Water Management. ISBN978-983-52-1136-2
Contributor
6) Modeling Rainfall Time Series Data Using SARIMA Model (2016) Advances in Time
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Series Forecasting. ISBN 978-983-52-1197-7. Contributor.
9) Modeling Daily Rainfall Occurrence in Peninsular Malaysia Using Hiden Markov Model. (2017). Analysis & Projection of Malaysian Rainfall Distribution. ISBN 978-983-52-1164-
5. Contributor.
10) Kelantan Daily Rainfall Dataset: Persistence in Nature. Community, Environment and Disaster Risk Management. ISBN: 978-1-78756-552-4. Vol:20 pp 121 – 131.
Contributor. (Emerald Insight)
RESEARCH MONOGRAPHS: 2
1) Zalina Mohd Daud and Fadhilah Yusof (2009). Regionalisation study on rainfall process in Peninsular Malaysia. 978-967-353-156-1.
2) Fadhilah Yusof and Zalina Mohd Daud (2009). Modeling of hourly rainfall process using stochastic models. 978-983-52-0612-2
PROCEEDINGS/CONFERENCE: 48
1) Fadhilah Yusof, Foo Hui Mean and Z. Yusop. "Bivariate copula in flood modeling" AMC 2016, Bali Nusa Dua Convention Centre, Bali Indonesia. 25 - 29 July 2016.
2) F. Yusof, M.K. Bazli Mohd Aziz, Zalina MD, Z.Yusop. M.A.Kasno. "Rain gauges Network in Southern Peninsular of Malaysia". 18th International Conference on Sustainable Water
Resources Management, World Academy of Science, Engineering and Technology (WASET),
Wembley, London UK. 25-26 February 2016.
3) Mahadi Lawan Yakubu, Z. Yusop and Fadhilah Yusof. “The Nature And Dialectics Of Sediment Buildup In Tropical Climate”.13th IWA Specialist Conference, Watershed and
River Basin Management. JW Marriott, Union Square, San Franscisco USA. Sept 9 -12 2014.
4) Shazlyn Milleana Shaharudin, Norhaiza Ahmad and Fadhilah Yusof. “ Effect of Window Length on extracting the trend signal with singular spectrum analysis on rainfall data”. The
2nd ISM International Statistical Conference 2014 with Applications in Sciences and
Engineering (ISM-II) MS Garden Hotel, Kuantan, Pahang DM. 12-14 Ogos 2014.
5) Mohd Khairul Bazli Mohd Aziz, Fadhilah Yusof, Zalina Mohd Daud, Z. Yusop and Mohammad Afif Kasno. “Redesigning rain gauges network in Johor using Geostatistics and
Simulated Annealing”. The 2nd ISM International Statistical Conference 2014 with
Applications in Sciences and Engineering (ISM-II) MS Garden Hotel, Kuantan, Pahang DM.
12-14 Ogos 2014.
6) Nur Syereena Nojumuddin, Fadhilah Yusof and Z. Yusop. “Stochastic Generation of Hourly Rainstorm Events in Johor”. The 2nd ISM International Statistical Conference 2014 with
Applications in Sciences and Engineering (ISM-II) MS Garden Hotel, Kuantan, Pahang DM.
12-14 Ogos 2014.
7) Fadhilah Yusof, Lee Mee Yung and Z. Yusop. “Modelling Daily Rainfall Data Using Markov Chain-Mixed Exponential (MCME) Model”. 9th International Statistics Days Symposium. 10-
14 May 2014. Side Antalya Turkey.
8) Foo Hui Mean, Fadhilah Yusof And Jamaluddin Suhaila. “Comparison Of Bivariate Copula On Drought Analysis Based On Kendall’s Tau And Spearman’s Rho”. : 6-8 November 2013.
The Gurney Resort Hotel & Residences Pulau Pinang.
9) Kho Pui Kim, Fadhilah Yusof And Zalina Mohd Daud. “Comparison Of Bivariate Copula On
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Drought Analysis Based On Kendall’s Tau And Spearman’s Rho”. : 6-8 November 2013. The
Gurney Resort Hotel & Residences Pulau Pinang.
10) Kong Ching Yee, Jamaludin Suhaila, Fadhilah Yusof. Comparison Of Bivariate Copula On Drought Analysis Based On Kendall’s Tau And Spearman’s Rho”. : 6-8 November 2013. The
Gurney Resort Hotel & Residences Pulau Pinang.
11) Mohsen Salarpour, Z. Yusop, Milad Jajarmizadeh and Fadhilah Yusof. “A generalized Feed Forward Network for the Prediction of Runoff in Johor River Basin ”. 4 Th International
Graduate Conference On Engineering, Science And Humanities (Igcesh2013), 16-17 Apr
2013, Universiti Teknologi Malaysia, Johor Bahru, Malaysia.
12) Foo Hui Mean, Fadhilah Yusof, Jamaluddin Suhaila and Z. Yusop. “Trivariate Copula in Drought Analysis”.Seminar Kebangsaan ISM ke-7 (SKism VII) dan Mesyuarat Agung ISM
2013. 28 Mac 2013. Hotel De Palma Sek.19 Shah Alam.
13) Ho Ming Kang1, Fadhilah Yusof, Zulkifli Yusop.” Hybrid model of Probability density function preserving approach and Self-organizing map (SOM) in estimation of missing daily
rainfall” 2nd International Conference on Water Resources ICWR 2012. 5-6 November 2012.
Bayview Hotel, Langkawi Kedah. ID-234.
14) Wei Lun Tan1, Fadhilah Yusof, Zulkifli Yusop. “Using Hidden Markov Model in analysis of daily rainfall occurrence over Peninsular Malaysia”. 2nd International Conference on Water
Resources ICWR 2012. 5-6 November 2012. Bayview Hotel, Langkawi Kedah. ID-262.
15) Mohsen Salarpour, Zulkifli Yusop, Milad Jajarmizadeh and Fadhilah Yusof. “Annual peakflow prediction by multi layer perceptron network in tropical region: Johor Watershed,
Malaysia. ”. 2nd International Conference on Water Resources ICWR 2012. 5-6 November
2012. Bayview Hotel, Langkawi Kedah. ID-270.
16) Ibrahim Lawal Kane and Fadhilah Yusof. Switching Regime detection in rainfall time series using non parametric method. Proceeding of International Science postgraduate Conference
2012 (ISPC2012). UTM SKUDAI.
17) Foo Hui Mean, Fadhilah Yusof and Shariffah Suhaila S.J. “Determination of Drought Characteristics Using Statistical Distribution”. Proceeding of the 1st ISM International
Statistical Conference 2012. 4 – 6 Sept. 2012. Persada Johor. pp150 -154.
18) Ho Ming Kang and Fadhilah Yusof. “Determination of Best-fit Distribution and Rainfall events in Malaysia.” Proceeding of the 1st ISM International Statistical Conference 2012. 4 –
6 Sept 2012. Persada Johor. pp 199 – 206.
19) Kho Pui Kim, Fadhilah Yusof and Zalina Mohd Daud. “Verification of Forecast Rainfall Anomalies”. Proceeding of the 1st ISM International Statistical Conference 2012. 4 – 6 Sept.
2012. Persada Johor. pp 256 -264.
20) Fadhilah Yusof and Ibrahim Lawal Kane. “Varying Modeling of Rainfall Time Series”. Proceeding of the 1st ISM International Statistical Conference 2012. 4 – 6 Sept. 2012.
Persada Johor. pp 207 – 217.
21) Shazlyn Milleana Shaharudin, Norhaiza Ahmad, Fadhilah Yusof and Xen Quan Yap. “Classification of Daily Rainfall Patterns in Peninsular Malaysia during South West
Monsoon”. Proceeding of the 1st ISM International Statistical Conference 2012. 4 – 6 Sept.
2012. Persada Johor. pp 469 – 476.
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22) Tan Wei Lun, Fadhilah Yusof and Zulkifli Yusop. “Fitting NHMM for Daily Rainfall Amount in Peninsular Malaysia”. Proceeding of the 1st ISM International Statistical Conference 2012.
4 – 6 Sept. 2012. Persada Johor. pp477 - 483.
23) Kong Ching Yee, Sharifah Suhaila S.J, Fadhilah Yusof and Foo Hui Mean. “ Effect of Zero Measurements in Malaysian Rainfall Data”. Proceeding of the 1st ISM International Statistical
Conference 2012. 4 – 6 Sept. 2012. Persada Johor. pp 265 – 271.
24) Fadhilah Yusof , Ho Ming Kang and Ismail Mohamad. “Comparison of Imputation Mrthods in Estimation of Missing Data” The Sixth International Conference on Environmental Science
and Technology 2012. 25 – 29 June 2012 Houston, Texas USA.
25) Foo Hui Mean, Fadhilah Yusof and Shariffah Suhaila .“Kriging method in drought analysis”. National Science Postgraduate Conference 2011. 15-17 November 2011. Ibnu Sina
Institute of Fundamental Studies UTM.
26) Kong Ching Yee, Jamaludin Suhaila, Fadhilah Yusof. “Parameter estimation for bivariate mixed lognormal distribution”. National Science Postgraduate Conference 2011. 15-17
November 2011. Ibnu Sina Institute of Fundamental Studies UTM.
27) Ho Ming Kang, Fadhilah Yusof and Ismail Mohamad. “Estimation of missing values with different missingness mechanism”. National Science Postgraduate Conference 2011. 15-17
November 2011. Ibnu Sina Institute of Fundamental Studies UTM.
28) Kho Pui Kim, Fadhilah Yusof and Zalina Mohd Daud. “ Exploration of atmospheric and surface data”. National Science Postgraduate Conference 2011. 15-17 November 2011. Ibnu
Sina Institute of Fundamental Studies UTM.
29) Kong Ching Yee, Jamaludin Suhaila, Fadhilah Yusof and Foo Hui Mean. “Parameter estimation for bivariate mixed lognormal distribution”. Proceeding Book of International
Seminar on the Application of Science and Mathematics 2011 Putra World Trade Center
Kuala Lumpur 1-3 November 2011.
30) Foo Hui Mean, Fadhilah Yusof. “Drought analysis using statistical distribution”. Proceeding Book of International Seminar on the Application of Science and Mathematics 2011 Putra
World Trade Centre Kuala Lumpur 1-3 November 2011.
31) Fadhilah Yusof, Tan Wei Lun and Zulkifli Yusop .” Hidden Markov Model in Multisite Rainfall modeling”. Proceeding Book of ICAAA2011. Yidiz Technical University
Istanbul.Turkey. 29th June -2nd July 2011. Pg.149.
32) Norzaida Abas, Zalina Mohd Daud and Fadhilah Yusof. “Simulating Hourly Rainfall Process Using Spatial Temporal Neyman Scott Model”. Faculty Science Postgraduate Conference
2010, Ibnu Sina Institute, UTM, Johor Bharu. 5th – 7th, October 2010.
33) Norzaida Abas, Zalina Mohd Daud and Fadhilah Yusof. “Performance of Spatial Temporal Stochastic Rainfall Model in a Tropical Region” , 1st IWA Malaysian Young Water
Professionals Conference (IWAYWP 2010), Best Westen Premier Seri Pacific Hotel, Kuala
Lumpur, 2-4 March 2010. ISBN: 983-9805-86-4.
34) Tan Wei Lun, Fadhilah Yusof, Zulkifli Yusop and Nurul Adibah Nubahari. “Fitting Optimum Order of Markov Chain Models for Hourly Rainfall For Johor, Damansara and Kelantan” 1st
IWA Malaysian Young Water Professionals Conference (IWAYWP 2010), Best Westen
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Premier Seri Pacific Hotel, Kuala Lumpur, 2-4 March 2010. ISBN: 983-9805-86-4.
35) Nurul Adibah Nubahari , Fadhilah Yusof, Zulkifli Yusop and Tan Wei Lun. “Dissaggregation of Daily to Hourly Rainfall in Urban Area using Barlett Lewis Rectangular Model” 1st IWA
Malaysian Young Water Professionals Conference (IWAYWP 2010), Best Westen Premier
Seri Pacific Hotel, Kuala Lumpur, 2-4 March 2010. ISBN: 983-9805-86-4.
36) Ho Ming Kang and Fadhilah Yusof. “Homogeneity Testing on the Daily Rainfall series in Peninsular Malaysia”. 1st IWA Malaysian Young Water Professionals Conference (IWAYWP
2010), Best Westen Premier Seri Pacific Hotel, Kuala Lumpur, 2-4 March 2010. ISBN: 983-
9805-86-4.
37) Muzaffar Zainal Abideen, Azmi Aris, Fadhilah Yusof and Zaiton Majid.”Optimization of Coagulation Process in water treatment plant using One-factor-at-a-time (OFAT) and
Response Surface Methodology (RSM) Jar tests”. 1st IWA Malaysian Young Water
Professionals Conference (IWAYWP 2010), Best Westen Premier Seri Pacific Hotel, Kuala
Lumpur, 2-4 March 2010. ISBN: 983-9805-86-4.
38) Hareswani, Zulkifli Yusop and Fadhilah Yusof. “A study on rainfall disaggregation for Sg. Johor, Sg. Damansara and Sg. Kelantan”. 1st IWA Malaysian Young Water Professionals
Conference (IWAYWP 2010), Best Westen Premier Seri Pacific Hotel, Kuala Lumpur, 2-4
March 2010. ISBN: 983-9805-86-4.
39) Tan Wei Lun, Fadhilah Yusof, Zulkifli Yusop and Nurul Adibah Nubahari. “ Determining the Optimum Order of Markov Chain Models for Hourly Rainfall Occurrence in Kelantan”
Proceedings of Postgraduate Seminar on Water and Sustainability. UTM & UNESCO-IHE. 20
January 2010.
40) Norzaida A, Zalina M.D and Fadhilah Y. Fourier Series In A Temporal Rainfall Model, Asian Mathematical Conference 2009 (AMC 2009) , Putra World Trade Centre , K.Lumpur.
22-26 June 2009.
41) Norzaida Abas , Fadhilah Yusof & Zalina Mohd Daud. Generation of Rainfall Sequence using Fourier Series. Proceeding of 5th International Conference on Mathematics nd Statistics and
their applications, Bukit Tinggi, Padang, Inndonesia, 9 – 11 June 2009.
42) Fadhilah Yusof, Zalina MD, Nguyen V-T-V, Zulkifli Y. Performance of Neyman-Scott Rectangular Pulse (NSRP) Model in Modelling Hourly Rainfall. Proceeding of ICEEMAT
2008 10-12 Dec 2008, PWTC, Kuala Lumpur.
43) Fadhilah Y.,Zalina MD., Nguyen V-T-V., Zulkifli Y. Stochastic Modelling of Hourly Rainfall Processes: A Comparative Study Using cluster point-process model and Markov-Chain
Model” Proceeding of Water Down Under 2008 Adelaide, South Australia,. 15-17 April 2008.
44) Zulkifli Yusop, M.H.Chong, A.Katimon, Fadhilah Yusof. Rainfall-Runoff Characteristics of Young Oil Palm Catchment. Proceeding of Water Down Under 2008 Adelaide, South
Australia,. 15-17 April 2008.
45) Fadhilah Y.,Zalina MD., Nguyen V-T-V., Zulkifli Y. Using Markov-Chain Process in the fitting procedures for the Neyman-Scott Rectangular Pulse model (NSRP) with mixed
exponential distribution. Prooceeding of the 9th Islamic Countries Conference on Statistical
Sciences 2007 (ICCS-IX), Concorde Hotel Shah Alam, 12-14 December 2007.
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46) Fadhilah Y, Zalina MD, Nguyen V-T-V. Stochastic modeling of rainfall using Neyman-Scott Rectangular Pulse (NSRP) Model. Proceeding of the National Water Conference
2006 on Water for Sustainable Development Towards a Developed Nation by 2020, Guoman
Beach Resort, Port Dickson, Negeri Sembilan, 13-14 July 2006 (VCD).
47) Fadhilah Y.,Zalina MD., Nguyen V-T-V., Zulkifli Y.(2007). Evaluation of Neyman-Scott Rectangular Pulse (NSRP) model for modeling hourly rainfall series. Proceeding of the XIIth
Applied Stochastic Models and Data Analysis (ASMDA2007) International Conference,
Chania, Crete, Greece, May 20-June 1, 2007.
48) Fadhilah Y.,Zalina MD., Nguyen V-T-V., Zulkifli Y.(2007). Assessment of the point process following the Neyman-Scott process. International Conference On Mathematics and Sciences
(ICOMS 2007), Ibnu Sina Institute, UTM. 28-29 May 2007.
RESEARCH/EXPERT REPORTS
1) Fadhilah Yusof et al. (2017). Impak Pencemaran Alam sekitar kepada kesihatan penduduk Vot # 15H10, Budget Approved, RM27,500
2) Fadhilah Yusof et al. (2016). Stochastic Generation of Rainfall Pattern in Malaysia, Vot #04J23, Budget approved, RM 53, 000
2) Fadhilah Yusof et al. (2016). Detecting Trends and developing intensity-duration-
frequency (IDF) curves of future rainfall data. The budget approved is RM 69,700.
April 2015 – December 2015. Vot #4L836.
3) Fadhilah Yusof et al. (2015). Forecasting Rainfall Time Series using Bayesian-based Approach Combined with Linear and Linear Models, Vot #4F341.
4) Fadhilah Y et al. (2013). Hybrid of Self-Organizing Map and Multivariate Adaptive Spline Regression in Prediction of Missing Rainfall Data in Malaysia, RUG Vot#
06J18
5) Fadhilah Y et al. (2012). Hidden Markov Models For Tropical Climate, RUG Vot#04J23.
6) Fadhilah Y et al. (2012). Multisite stochastic rainfall modeling. FRGS Vot # 78331.
7) Fadhilah Y et al. (2011). A Study on the Optimization of Rainfall Observation Network on Model Calibration and Application for the Johor, Batu Pahat and Muar River Basins
8) Fadhilah Y et al. (2011).Study on the Impact of Climate Change on Design Flood and Its Application for the Damansara, Johor and Kelantan River Basins. JPS Ampang,
Kuala Lumpur
9) Muzaffar Zainal, Azmi Aris, Fadhilah Yusof, and Zaiton Majid (2011). Optimization of Coagulation Conditions Using Statistical Approach. SAJ Holding Sdn. Bhd.
10) Zalina M.D., Nurul Huda M.A., Fadhilah Y., Maizah Hura A., Robiah A., and W.Azli WH. (2007).Modeling of Convective Rain for Predicting Flash Flood. IRPA Vot # 74280.
11) Zulkifli Y., Fadhilah Y. (2005). Cumulative watershed management study. IRPA vot # 74026.
12) Zalina MD, Fadhilah Y., Suhaila J. (2003). Regionalization study on rainfall process in Peninsular Malaysia. Short-term vot # 71793.
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