vision - bmsit bangalore · 2020-03-16 · vision to develop ... the year 2016-17 even semester as...

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Vision

To develop technical professionals acquainted with recent trends and

technologies of computer science to serve as valuable resource for the

nation/society.

Mission

Facilitating and exposing the students to various learning opportunities

through dedicated academic teaching, guidance and monitoring.

“Some people call this artificial intelligence, but the reality is this technology will enhance us. So instead of artificial intelligence, I think we'll augment our intelligence.”

—

Ginni Rometty

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HOD's Desk

Dr. Thippeswamy G

HoD, Department of CSE

It’s my pleasure to write about the Department of Computer Science & Engineering for

the year 2016-17 even semester as the year was fruitful with many laurels including

University rank and accreditation. The Department was established in the year 2002 – 2003

with an initial intake of 60 and enhanced its intake to 90. The department started its Post

Graduate programme M Tech in Computer Science & Engineering with an intake of 18 in

2014. The department has Research Centre which is recognized by VTU and 10 scholars are

registered for PhD.

The department is supported by 24 qualified and experienced faculty members with FIVE

Doctoral degree holders in different domains. The average experience of faculty of the

department is 12 years. Department is highly committed to impart quality education to

address the student needs. The Department has signed MOU with few IT companies and

other organizations. I am happy to inform you that nearly 90 % of the students getting

employment through campus placements in premier IT organizations. Some of the students

are into entrepreneurship activities with their own start-up companies. The Department has

incubation center also. The department has highly competent students who are undergoing

internship in reputed companies with stipend range of 50-80 thousand rupees per month.

With all these, the Undergraduate Programme is accredited by National Board of

Accreditation (NBA), New Delhi, and Permanently Affiliated to Visvesvaraya Technological

University (VTU), Belagavi, and Securing University Ranks.

The Department has adopted the practice of Outcome Based Education (OBE).The

department hosts several activities like Technical fests, Alumni meet, Technical talks,

Seminars from most of the renowned industry and speculative personalities.

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The department has set up a student chapter CSI in the campus to bridge the gap

between industry and academia with a vision “IT for Masses” thus enabling IT professionals

and computer users to work towards making the profession an area of choice amongst all

sections of the society. Under this chapter the Department has organized various activities

including technical talks, interactive sessions, and workshops. One of the best practices of the

department is Project Based learning which helps the students to explore the problems in the

current world scenarios and acquire deeper knowledge. Students are introduced to global

challenges and encouraged to take up projects in this direction. GEMS [Globarena E

Mentoring System] online interview skill training software developed by Globarena Software

Services has been introduced to train the students to excel in their placements.

Overall, the department is moving on the progressive path with support and cooperation of all

stakeholders.

Awards/MOUs/Recognition

• Dr. Thippeswamy G, Professor and H.O.D, Department of CSE, BMSIT&M, Delivered

Keynote Speech in National Conference on Advanced Computing (NAAC-2017) on 24th

February 2017 in School of Engineering and Technology, SASTRA UNIVERSITY,

Kumbhakonam, Tamil Nadu, India.

• The Final year Project Titled “Determination of water quality parameters for purification

of water using imaging spectrometry” under the guidance of Dr. Thippeswamy G,

Professor and H.O.D, Department of CSE, BMSIT&M, has been selected under KSCST

and has got funded with Rs. 4,500.

Students working for this project ;-

1. Abhinaya U

2. Kavana M Bhonsle

3. Naresh Mainani

4. Prateek Shrivastava

• Dr.Bharathi M A, attended BoE meeting at MSRIT on 15th March 2017 as a BoE

member. Meeting was all about Scrutiny of question papers and Outcome Based

Education related to question paper.

• Dr. Thippeswamy G, Professor and H.O.D, Department of CSE, BMSIT&M, was a

resource person for “Three Days FDP On Image Processing and Pattern recognition

Techniques” and delivered talk on " Anti-Spoofing methods for Bio metrics:

Challenges and Current Solutions". It was conducted under TEQIP II from 24th to 26th

March 2017 in ECE department, Malnad College of Engineering, Hassan.

• Dr. Thippeswamy G, Professor and H.O.D, Department of CSE, BMSIT&M delivered

invited talk on “Biometric Spoofing: Challenges and Solutions” on 08th April 2017 in the

Department of Computer Science & Engineering, Kalpataru Institute of Technology,

Tiptur.

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• Dr. Thippeswamy G, Professor and H.O.D, Department of CSE, BMSIT&M delivered

invited talk on “Spoofing attacks in Biometrics: Issues, Challenges and Solutions” on 22nd

May 2017 in the Department of Information Science & Engineering, Alva’s Institute of

Engineering and Technology, Mijar, Moodbidri.

• Dr. Thippeswamy G, Professor and H.O.D, Department of CSE, felicitated by G.R.C

Grama Vikasa Prathishtana, Gondedahalli for service to his native village on 25th May

2017.

• Dr. Thippeswamy G, Professor and H.O.D, Department of CSE, BMSIT&M is nominated

as one of the directors for G.R.C Grama Vikasa Prathishtana, Gondedahalli, which works

for rural development.

• Prof. Shankar R, Assistant Professor, Department of CSE, BMSIT & M Designed a blog

named "[email protected]" which helped many students to access

Microprocessor and Microcontroller materials. This already has 1800 views/hits within 3

weeks. It was well received by not only BMSIT&M students but also other college

faculty and students.

Memorable Moments

• Prof. Mari Kirthima A, Assistant Professor, Department of CSE and Prof. Durga Bhavani

A, Assistant Professor, Department of CSE, conducted Project Presentation Phase-1 for

final year students on 20th And 21st Feb 2017. 28 Batches gave their Phase -1 Project

Presentation. The Presentation was about Literature Survey & Problem definition.

• VTU digital valuation center is hosted by BMSIT in Department of CSE, till today

110000 scripts are being evaluated and around 700 evaluators from various affiliated

colleges have participated in Digital Valuation Work.

• Project Based Learning is initiated to thrive for Academic excellence as part of it 2

courses are selected from 4thsemester (Software Engineering and JAVA) and 6th semester

(Unix System Programming and Computer Graphics) and student teams have submitted

the synopsis and are working on the design of the system.

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• Project Based Learning (PBL) of 2016-17 held on 16th May 17 from 9.30 am-4.30 pm.

Chief Guest of the function was Mr.Sudhakar, Project Manager, Wipro Technologies.

The demonstration of the projects of subjects like SE, DAA, DC, USP, and CD held from

morning to evening.

Coordinator: Prof. Radhika K R, Assistant Professor, Department of CSE, BMSIT&M

Students giving demo on project.1

Students giving demo on project.2

• Department of CSE & ISE are working to build a collaboration with Old Dominion

University, Norfolk, VA, USA in terms of Internships and Post Graduate Programs. As an

initial step, we had an interaction with Dr. Ajay Gupta, Director – Computer Resources,

ODU thrice which enabled us to proceed further. The Presentation from 8 students of

CSE in this regard has been done and assessed well by Dr. Ajay. As a follow-up step, we

also faced a 24 hour Challenge which tests the student’s abilities in solving a

comprehensive challenge well within 24 hours which gets evaluated online by Dr. Ajay.

This is a remarkable step taken by BMSIT&M to achieve higher scales in terms of

Foreign University Collaboration and Internships.

• The Departments of CSE & ISE in collaboration with CSI had organized a 1st “National

Conference on Advances in Computing (NCAC-2017)” on 26th May 2017 with an

intention to provide a platform for the research scholars, students of UG and PG to

present their research papers and share their knowledge.

Dignitaries on Diaz

Dignitaries lighting the lamp

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A wide range of topics on Computer Science and application like IoT, Natural Language

Processing, Image Processing and Computer Vision, Artificial Intelligence, Computer

Graphics and Virtual Reality, Robotics and Automation, High Performance Computing

Internet & Web Applications, Sensor Networks, Computer Architecture, Parallel and

Distributed Computing, Cloud Computing, Big Data & Data Analytics, Data

Visualization, Data Mining and Data Warehousing and different areas of current research

trends have been accepted for presentation.

We had received more than 100 manuscripts and had accepted 66 manuscripts after

peer reviewing. The Conference Proceedings was released in the form of CD.

• Dr. Bharathi M A, Professor, Department of CSE, BMSIT & M, gave talk on 31st March

2017 in Departmental Activity Jnanavahini on” IoT in reality”. Topics shared were on

IoT communication models, security issues, research challenges and health /biological

/environmental hazards.

Prof. Bharathi M A giving presentation

• Parent Teacher Meeting - PTM was conducted in the Department of computer science

and Engineering on 22nd April 2017 at 10 am in CSE Seminar hall. Many parents have

attended the meeting. The proctors interacted with the parents and discussed the details

about their wards.

Coordinator: Prof. Bharathi R, Associate Professor, Department of CSE, BMSIT& M

Dr. Yeresime Suresh giving presentation

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• Jnanavahini: Dr. Yeresime Suresh, Assistant Professor, Department of CSE, BMSIT &

M, gave talk in Departmental Activity Jnanavahini on “Statistical and Machine

Learning Methods for Software Fault Prediction Using CK Metric Suite” on 5th May

2017.

• Department of CSE procured Micro Processor Laboratory equipments, following are

the details

SL.NO Item Details Count

1 KEIL ARM7 Evaluation Board 05

2 Seeger J Link EDU Debugger 01

Coordinator: Prof. Shankar R, Assistant Professor, Department of

CSE, BMSIT & M

Industry-Institute Interaction

• Dr Yeresime Suresh Assistant Professor, Department of CSE and Mr. Ravi Kumar B

N, Assistant Professor, Department of CSE along with other 10 staff members of

various departments of BMSIT&M visited the Volvo India Pvt. Ltd., Bengaluru on

Thursday, 09.02.2017 from 9.30 AM to 1.30 PM.

The Volvo India Pvt Ltd., started in the year 1997 situated near Hoskote,

Bengaluru. The factory is located over 122 acres and includes main assembly,

welding, paint shop, a test track, a driver training center besides a technical

training center. We were received Mr. Praneeth Kumar, Communication

Manager and Mr. Naik, Head, Production Operations Volvo India Pvt Ltd,.

They have explained about the organization and its functioning.

Group photo with Mr. Praneeth Kumar, Communication Manager

Group photo with Mr. Naik, Head, Production Operations

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We have visited the shop floor area along with Mr. Naik where the trucks are

assembled and tested.

• Dr. Ravinder Prakash, Dean R &D, Department of CSE ,BMSIT&M, Dr.Bharathi M

A, Professor, Department of CSE, visited QikPod Company, Bengaluru, on 04th

March 2017 .There was Discussion with Mr. Ravi Gururaj, Founder & CEO related to

IoT , Robotics and Mobile app development projects.

Benefits: Exposure to Industry standards in implementation of projects,

technical writing. Opportunity for internship was offered.

BMSIT IoT Team discussion with QikPod CEO

• Prof. Ravi Kumar B N Assistant Professor, Department of CSE and Mrs. Ragini T N,

Instructor, Department of CSE along with IV Sem students had visited AES – an

electronics based company, Bangalore, on 6th May 2017. Students gained knowledge

about microprocessor lab components and its applications.

Project Manager briefing about company

• Mrs. HemaMalini & Anand R Assistant Professors, Department of CSE visited Infosys

Campus accompanying students of IV Sem CSE on 17th May 2017. Students

experience the feel of working environment and explore the heritage of Infosys.

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Group Photo with Project Manager

Faculty Internship

NO SL.NO Date

(From - To)

Faculty Name

/Designation Company Outcome

1 22-06-2017

To 03-07-2017 Prof. Anil G.N

Associate Professor

M/s Vishesh Tech (P) Ltd Bengaluru

Computer hardware networking firewall

installation/configuration

2 26-06-2017

To 06-07-2017

Dr. Yeresime Suresh Prof. Durga Bhavani A Assistant Professors

Sai Ram Technologies,

Bengaluru.

Learn the recent technologies and tools for

smart home

3 10-07-2017

To 20-07-2017 Prof. Muneshwara MS

Assistant Professor

Webkartel Technology Bengaluru.

Learnt On Mongodb Nosql Etc..

4 10-07-2017

To 20-07-2017 Prof. Mari Kirithima Assistant Professor

mGage Technologies,

Bengaluru

Mobile commutation in Industries like health care, Media & telecom

&retail

5 13-07-2017

To 23-07-2017

Dr.Bharathi Malaka Reddy

Professor

Micro Software

Technology Bengaluru

Study of clients need on Automation and publish the requirements with design.

6 17-07-2017

To 22-07-2017

Prof. Durga Devi Prof. Radhika K R

Assistant Professors

Srinidhi Innovation Infomedia Solutions

Bengaluru

Inventory Management using SAP

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Workshops/Faculty Development

• Prof. Muneshwara M S, Assistant Professor, Department of CSE, attended FDP on

“ICT &Modeling in Applied Mathematics”, where Speakers described about Advanced

mathematical models. It was organized in Dept. of Mathematics, BMSIT&M from 30th

Jan 2017 to 01st Feb 2017.

• Prof. HemaMalini B H, Associate Professor, Department of CSE, attended a One day

workshop on “Intellectual Property Rights: Driving Patents and Profitability in an

Innovation Economy”. It was organized in Dept. of Mechanical Engineering,

BMSIT&M on 22nd Feb 2017.

• The Free Software Club was organized 3 Days Arduino Workshop in department of

CSE.

Students working with Arduino board

• Resource Person: Anup Pravin (FSMK Group)

• Teacher Co-ordinator: Vishakha Yadav, Assistant Professor,

Department of CSE, BMSIT & M

Student Co-ordinators :

• Jayasurya P (VI Sem)

• Mohammed Nawaz (VI Sem)

• Melrick Mascarenhas (VI Sem)

• Aman Kumar (VI Sem)

• Tanvi Bhakta (IV Sem)

• CSE students organized Events during Utsaha 2017 (27th and 28th April):

• Code Runner by Aman Kumar (VI Sem)

• Google it by Melrick Mascarenhas (VI Sem)

• Typathon by Mohammed Nawaz (VI Sem)

• Meme Design by Srijith (VIII Sem) and Shreehari (VI Sem)

• Technical Co-Ordinator: Jayasurya P (VI Sem)

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• Research Promotion Workshop: It was all about How to write effective research

proposals. Organized in BMSIT&M.

The following were part of organizing Committee.

• Prof. Vidya R Pai Assistant Professors, Department of CSE.

• Prof. Shruthi J Assistant Professors, Department of CSE.

• Prof. Muneshwara M S Assistant Professors, Department of CSE.

• Prof. Srivani P Assistant Professors, Department of CSE.

Dignitaries for the workshop

Seminar/Expert Talks

• Prof. Shruthi J, Assistant Professor, Department of CSE, BMSIT & M, organized an

Alumni Talk on “Corporate Culture and Current Technologies” on 11th March 2017,

at Dept. of CSE, BMSIT&M

Resource Person: Shravan A (2008 Batch CSE Alumnus) Manager, Mindcom

Consulting Services Pvt Ltd

• Prof. Shruthi J, Assistant Professor, Department of CSE, BMSIT & M, organized two

Alumni Talks -

1) “Talk on Agile Methodologies” on 22nd April 2017, at Dept. of

CSE, BMSIT&M

Resource Person: Mr. Darshan Sudarshan, Senior Software Engineer, Fidelity National

Financial Pvt Ltd

Audience: IV SEMESTER CSE

2) “Talk on Networks” on 25th April 2017, at Dept. of CSE, BMSIT&M

Resource Person: Mr. Avinash

Audience: IV SEMESTER CSE

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• Prof. Shruthi J, Assistant Professor, Department of CSE, BMSIT & M, organized

technical "Talk on META -HEURISTICS” on 18th May 2017, at Dept. of CSE,

BMSIT&M

Resource Person: Dr. Yeresime Suresh, Assistant Professor, Department of CSE,

BMSIT& M

Audience: VI SEMESTER CSE

Outreach Programs

• Conducted the outreach activity on “Concepts of Computer Basics, Hardware and

training on MS-Office” for the students of Class X, Navachethana High School,

Singhanayakanahalli, Bengaluru on 21st and 22nd June 2017. Team Members:

• Dr. Thippeswamy G, Professor and H.O.D, Department of CSE

• Dr. Ail G N, Associate Professor, Department of CSE

• Prof. Bharathi R, Associate Professor, Department of CSE

• Dr. Yeresime Suresh, Assistant Professor, Department of CSE

• Prof. Muneshwara M S, Assistant Professor, Department of CSE

• Prof. Shankar, Assistant Professor, Department of CSE

• Prof. Chethana C, Assistant Professor, Department of CSE

• Mrs. Ragini T N, Instructor, Department of CSE

• Mr. Harinath, Assistant Instructor, Department of CSE

Group photo

School Students visited BMSIT&M

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Papers Presented

SL.

N

O

Date Name of the Faculty/

Designation

Title of the paper

Conference Details

(Name and place)

1 March

Dr. Thippeswamy G,

Professor and H.O.D,

Department of CSE

And

Soumya C S, IV Sem, M.

Tech

Facial Image Analysis:

Recent Trends and

Approaches.

Volume: V

ISSN: 2278-1021

International Journal of

Advanced Research in

Computer and

Communication

Engineering.

2

26-5-2017

Dr Thippeswamy G Noise Removal in Hyperspectral Images

National Conference on

Advances in Computing

Organized by Dept. of

CSE and ISE, BMSIT&M

3 Dr Anil G N Intrusion Detection Using Ad-hoc

Communication Network

4 Prof. HemaMalini B H Placement Activity Manager

5 Prof. Durga Devi G Y A Survey on Integrated Mobile Cloud

Computing and Wireless Sensor Network

6 Prof. Anand.R Smart Buildings-Sensing to Improve

Energy Efficiency

7 Prof. Durga Bhavani.A

Housing Society Management,

Authentication and Security App

8 Prof. Shankar.R Review Analysis through Voice

Recognition

9 Prof. Guruprasad S

Applying Q-learning Technique with Multi

Factor Reasoning for Stock Market Prediction

10 Prof. Ravi Kumar B N IoT based support system for elderly people

11 Prof. Durga Devi G.Y. Smart Street Lighting Using IoT

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12 Prof. Shruthi J Automated Bus Pass Validator

13 Prof. Vidya R Pai

An advanced Attribute based access

control mechanism in the cloud

Usinguser security key with a

lightweight security device

14 Prof. Jagadish P Natural scene text detection mechanism

in android device

15 Prof. Chetana C Robot Movement for Data Collection

in Wireless Sensor and Robot Networks

16 Prof. Shankar.R

Survey Paper: Blended Learning Model

17 May-2018 Dr. Thippeswamy G,

Professor and H.O.D

“ERM: Efficient Routing Mechanism to route

data in wireless body sensor networks “

Volume: 6

Issue: 3

ISSN: 2319-4847

Impact Factor: 7.319


Application or

Innovation in

Engineering and

Management

18 May-2018 Prof. Anand.R

HEALTH MONITORING IN AEROSPACE

SYSTEM

Volume: 4

ISSN: 2347-1697


IJIFR RESEARCH

JOURNAL

19 June-2017 Prof. Muneshwara M S

“Intelligent Robot Positioning System (Irps)

For Tracing The Contemporary Location“

Volume: 4

Issue: 1

ISSN: 2394-8442

Impact Factor: 5.2

AETSD journal for

advanced research in

applied sciences.

20 July-2017 Prof. Muneshwara M S

“Providing Internet Connectivity Using

Ring of Balloons Flying Around the Globe“

Volume: 4

Issue: 4

ISSN: 2350-0557



Innovative Research in

Engineering &

Management

21 July-2017 Prof. Shankar R

“Text-Line Detection, Segmentation and

Recognition in Natural Scene” Volume: 4

Issue: 10 ISSN: 2347-1697



Informative & Futuristic

Research

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Placement Activities

SL.

NO

Date Name of the Company Name and USN of

the Student

1

FEBRUARY

ELFREEDA

1BY13CS025

2 MEGHANA

1BY13CS041

3 SHALINI R

1BY13CS069

4

1BY13CS053

PRAJWAL D PRAKASH

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Faculty Internships

NO SL.N

O

Date

(From - To)

Faculty Name

/Designation Company Outcome

1 12-6-2017 to

22-6-2017

Prof. Srivani P,

Assistant Professor

Pushkala

Technologies,

Bengaluru

Exposure to interfacing of I

with cloud and learning

android application

development

2 12-6-2017 to

22-6-2017

Prof. HemaMalini B H

Assistant Professor

Doordarshan

Kendra,

Bengaluru

Exposure to Television

Broadcasting system. An

exposure to our students to

showcase their talents

through giving program on

media.

3 12-6-2017 to

22-6-2017

Prof. Vidya R Pai,

Prof. Ambika G N


DIVRT India Pvt

Ltd Bangalore

Exposure to Network

Security

4 12-6-2017 to

22-6-2017

Prof. Ravi Kumar B N,

Prof. Shruthi J


Rank

Technologies

Bengaluru

Exposure to software effort

estimation model which

helps in estimating the cost

of project. and learnt few

ANN algorithms

5 22-06-2017 to

01-07-2017

Prof. Anand.R

Prof. Jagadish P


Indigo

Information

Systems Pvt Ltd

Bengaluru

Exposure to software

lifecycle in IT company,

Android and IOS

Mobile software

development.

6 22-06-2017 to

03-07-2017

Prof. Anil G.N

Associate Professor

M/s Vishesh

Tech (P) Ltd

Bengaluru

Computer hardware

Networking firewall

Installation/configuration

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26-06-2017 to

06-07-2017

Dr. Yeresime Suresh

Prof. Durga Bhavani A


Sai Ram

Technologies,

Bengaluru.

Learnt the recent

technologies and tools for

smart home

8

10-07-2017

to 20-07-2017

Prof. Muneshwara MS

Assistant Professor

Webkartel

Technology

Bengaluru.

Learnt On Mongodb, Nosql

Etc..

9 13-07-2017 Prof. Mari Kirithima mGage Mobile commutation in

18

To 23-07-2017 Assistant Professor Technologies,

Bengaluru

Industries like health care,

Media & telecom &retail.

10 13-07-2017

To 23-07-2017

Dr.Bharathi Malaka

Reddy

Professor

Micro Software

Technology

Bengaluru

Study of clients need on

Automation and publish the

requirements with design.

11 17-07-2017

To 22-07-2017

Prof. Durga Devi

Prof. Radhika K R


Srinidhi

Innovation

Infomedia

Solutions

Bengaluru

Inventory Management

using SAP

Co-Curricular Activities

• Prof. Chethana C, Assistant Professor, Dept. of CSE, BMSIT &M, conducted seminar

on Geo Gebra tool usage to plot the Graph for the Given LPP for students, 6th semester,

CSE on10th March 2017.

Students Learning Tool

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• Dr.Bharathi M A, Professor, Dept. of CSE, BMSIT & M, conducted Quiz on World of

Connectivity for M.Tech II Sem, CSE to made them aware of current scenarios and

enrich them with predictions about IoT.

• Prof Ravi Kumar B N, Assistant Professor, Dept. of CSE, BMSIT & M, conducted

think pair and share activity on Crypt Arithmetic a topic in Artificial Intelligence for

M.Tech II Sem, CSE on 13th April 2017.

Students discussion in the activity

Students sharing the Knowledge

• Prof Shankar R, Assistant Professor, Dept. of CSE, BMSIT & M, conducted activity

on ARM Processors and Embedded Systems for IV Sem, CSE on 9th May 2017.

Resource Person: Mr. Harish V Mekali

Expert explaining about ARM Processor

Group Photo

• Prof. Chethana C, Assistant Professor, Dept. of CSE, BMSIT & M, conducted an

Activity BIZ SHARK for CSE, ME, CIVIL, TCE students on 19th May 2017.

The Event had Two Rounds Biz Quiz and the Mock Action

Biz Quiz: There were20 Questions and each team was given 20 minutes to solve the

paper. The questions comprised of MCQs and One word answers. The final score was

then normalized to 10.

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Mock Auction: A list of products and Rs. 25,000 was handed out to each team. An

auction was started, and each product was sold to the highest bidder. The team with

the highest sum of base price gets the highest score and so on. The score was

normalized to 10

The first Prize Rs.500 and 2nd Prize Rs.300 were given for the winners and runner-

up’s respectively.

Students involved in activity.1

Students involved in activity.2

Prize giving for winners

• Think pair and share : Prof Vidya R Pai, Assistant Professor, Dept. of CSE, BMSIT &

M, conducted think pair and share activity on Wannacryransom ware, PoP and SNMP

for M.Tech II Sem, CSE on 17thMay 2017.



• Prof Jagadish P, Assistant Professor, Dept. of CSE, BMSIT & M, conducted seminar

on Introduction to Entrepreneur for VI Sem, CSE on8th May 2017.

Group was formed of 4 each. Each student as to talk on the Introduction to

Entrepreneur for about 10 minutes each.

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Students giving seminar

Students giving seminar

• Prof Jagadish P, Assistant Professor, Dept. of CSE, BMSIT & M, conducted Group

discussion on Challenges faced by Small scale Industries in India for VI Sem, CSE

on15th May 2017.

Group discussion for a group of 3 batches with 4 students each was conducted to

discuss the challenges faced by small scale industries in India.

• No. of PBL Projects done in this semester was 210.

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Neural Networks and Deep Learning

Neural Networks

Neural networks, a beautiful biologically inspired programming paradigm which

enables a computer to learn from observational data. To put in a simple way, It is a

network artificially created to imitate a real brain. Humans use memory and a very

high form of thinking ability to make decisions.

Artificially created neural networks are designed to mimic the human brain using set

of instructions or algorithms. It contains a set of input and output nodes and a series of

layer networks between them. Each network consists of nodes which incorporate a

certain functionality and gives an output according to how it’s designed. Node is

similar to a neuron in the human brain and the nervous system. ANNs are incredibly

effective because you really don’t have to tell them how to do the job. Shown below

is an example of an Artificial Neural Network with 2 hidden layers.

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Deep Learning

Deep learning, a powerful set of techniques for learning in neural networks. It’s a sub

field of Machine Learning. It helps in emulating the brain and gain knowledge so as to

make more accurate predictions automatically. The networks are trained and

evaluated using deep learning techniques. The advantage of deep learning is that the

program builds the feature set by itself without supervision. Unsupervised learning is

not only faster, but it is usually more accurate. The methodology of deep learning is

shown below.

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By feeding data in and letting the model figure out for itself whether it has made the

right interpretation or decision about a given data element. This is how Artificial

Neural Networks and Deep Learning work in tandem to solve complex problems.

There are many types of ANN’s, but every type more or less works in a similar

methodology. They learn through observations and data provided to them at the time

of training of the network. If the data set is very small, it doesn’t learn in a

generalizable way and may give an incorrect prediction. So they need massive data to

train on. The process of training an ML(Machine Learning) model involves providing

an ML algorithm (that is, the learning algorithm) with training data to learn from. The

term ML model refers to the model artifact that is created by the training process.

After it’s trained, the model is given an input and it predicts an output based on the

training.

Now let’s see the application of all these and how it impacts the world.

Powering our smart phone

We use them almost every day in form of voice assistants. The voice input is broken

down into chunks, analyzed and the letters are predicted, which are arranged to form

words and phrases. Everything is done by powerful Artificial Neural networks.

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Voice Assistants can do many things and help us in setting reminders, making a call

and even sending a text. Google went a step ahead and came up with Google

Duplex.(Can be read in my previous post)

Medicine and Health Care

Predicting Myocardial Infarction or in simple terms a heart attack.

Physicians study had a diagnostic sensitivity of around 74% while the ANN has a

sensitivity of a whopping 96%. That is a massive leap ! Patients can be treated in a

way to prevent the attack or reduce the possibilities to certain extent.

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Agriculture

Fruit grading and ripeness indicator. By using Image processing and Deep Neural

Networks, the ripeness of fruit can be predicted. It can be a reminder to pluck a fruit

or alert on a specific fruit if it has been infected with a disease and hence needs

attention. It can even predict in how many days fruits will ripen.

Finance and Banking

Signature Verification. Uses ANN’s with 2 hidden layers in the most basic

verification methods. Has an accuracy of about 90%. Image of signature is inverted

and broken down into binaries and then according to the network and prediction is

made.

Automobile Industry

Self Driving Cars – The talk of the town nowadays. We will see Fully automated

driving cars on road within 2 to 3 years. Rapid Development is being done in this

particular field. Deep neural networks, especially in the field of computer vision,

object recognition and so on, have often a lot of parameters, millions of them.

Nvidia’s Autonomous Car has a Convolution Neural Network of 27 million

connections and 250 parameters. That’s crazy ! It’s truly amazing how it learns to

drive by itself. Real time decisions are made and the results are improving day by day.

27

Social Media

One of the most commonly used feature used in Facebook is powered by Neural

Networks-Face Tagging. It instantly identifies which of your friends are in the photo

and prompts to tag them. Facebook Announced DeepText which analyses text and

recommends action if simple phrases like ‘I need to take a cab’ are typed and sent, it

will recommend a cab to the destination if it is mentioned anywhere in the

conversation.

So as we see, it’s everywhere around us working behind the scenes making our lives

simpler. Deep Learning and ANN’s are used in many more fields other than the above

mentioned. We are already seeing AI composed music. At the moment Deep Learning

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is the best tool we have on the journey to Real or True AI. Now that chip

manufacturers have started integrating neural engines into the processor, it’s only a

matter of time before ANN becomes core to our daily lives. It will definitely play a

huge role in the future.

By,

Pranav Raikote

2nd Sem CSE

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Faculty List

Sl.No Faculty Name Designation

1. Dr. Thippeswamy G Professor & HoD

2. Dr. Anil G N Associate Professor

3. Dr. Bharathi M. A Associate Professor

4. Mrs. Hemamalini B H Associate Professor

5. Mrs. Bharathi R Associate Professor

6. Dr. Yeresime Suresh Assistant Professor

7. Mrs. Vishakha Yadav Assistant Professor

8. Mrs. Muneeshwara M S Assistant Professor

9. Mr. Anand R Assistant Professor

10. Mrs. Durga Devi Assistant Professor

11. Mrs. Shruthi J Assistant Professor

12. Mr. Jagadish P Assistant Professor

13. Mrs. Durga Bhavani Assistant Professor

14. Mr. Rajesh N V Assistant Professor

15. Mrs. Chethana C Assistant Professor

16. Ms. Ambika G N Assistant Professor

17. Mrs. Vidya R Pai Assistant Professor

18. Mrs. Mari Krithima A Assistant Professor

19. Mrs. Radhika K R Assistant Professor

20. Mr. Guruprasad S Assistant Professor

21. Mrs. Srivani P Assistant Professor

22. Mr. Ravi Kumar B N Assistant Professor

23. Mr. Shankar R Assistant Professor

vision - bmsit bangalore · 2020-03-16 · vision to develop ... the year 2016-17 even semester as...

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