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About Faculty

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Dr. Sumit Kumar Sar

Associate Professor

sumit.sar@bitdurg.ac.in

I believe in connecting with my students. They make me what I am. All my efforts are directed towards simplifying studies. With my experience in the field, I try to understand the exact knot in the student's mind and then resolve it.

Dr. Sumit Kumar Sar

Employee ID 10105
Date of Joining 06-12-2004
Nature of Association Regular
Department Computer Science and Engineering
Designation Associate Professor
Educational Qualification Ph.D. , M.Tech(CSE),BE(CSE)
E-Mail sumit.sar@bitdurg.ac.in
Contact Number Extension No.: 513, Global Directory No.: 8203
Areas of Interest

Pattern Recognition, Signal Processing

Publications

    Conferences / Seminars:

    1. International Conference on Systemics, Cybernetics and Informatics in Smart Clothing:  Humanistic Intelligence of Wearable Computing
    2. International Conference on Systemics, Cybernetics and Informatics in Wireless body area networkfor intelligent physical monitoring and rehabilitation of patient
    3. International Conference on Systemics, Cybernetics and Informatics in On-Chip Switched network for real time embedded system
    4. International Conference on Systemic, Cybernetics and Informatics in Tera-Ray to win over X-Ray
    5. National conference on advanced communication techniques in Knowledge management in engineering institute.
    6. National conference on Broadband communication in Wireless Technology and system integration in Body Area Network in Patient Monitoring in Next Generation.
    7. National conference on Emerging Trends in Modern Computing and its Application in Control of Hearing Aid using Fuzzy Logic.
    8. National conference on Convergence of Technology in Data Security using Image Encryption.
    9. National Conference on innovations in Computation, Communication and Cyberneticsin Study of Employee Leave Patterns using K-Means Algorithm, BITCON 2016.
    10. National Conference on innovations in Computation, Communication and Cybernetics in A Review on Cloud Computing, BITCON 2017.
    11. National Conference on innovations in Computation, Communication and Cybernetics in WiMAX Technology-A Review, BITCON 2017.
    12. National Conference on innovations in Computation, Communication and Cybernetics in Congestion Analysis in Wireless Network Using Predictive Techniques, BITCON 2017.
    13. National Conference on innovations in Computation, Communication and Cybernetics in A Survey on Software Defined Networking Technology, BITCON 2018.
    14. National Conference on innovations in Computation, Communication and Cybernetics inBig  Data and Smart Farming are the Future of Agriculture, BITCON 2018.
    15. National Conference on innovations in Computation, Communication and Cybernetics in Adaptive Mobile Applications in Passive Network Awareness, BITCON 2018.
    16. National Conference on innovations in Computation, Communication and Cybernetics in Survey on Prediction of Lung Cancer Disease using Modified Foggy k-means Clustering, BITCON 2019.
    17. National Conference on innovations in Computation, Communication and Cybernetics inIoT Based Smart Soil Monitoring System for Optimizing Agricultural Production, BITCON 2019.
    18. National Conference on innovations in Computation, Communication and Cybernetics in RADIO FREQUENCY IDENTIFICATION USING ELLIPTIC CURVE CRYPTOGRAPHY : A REVIEW, BITCON 2019.
    19. International Conference on Trends in Electronics and Informatics (ICOEI 2019),GUI based Desktop Application for Network Audit
    20. National Conference on innovations in Computation, Communication and Cybernetics in A Review of Yoga Asanas for Curing Diseases (Alzheimer's, Diabetes, Anxiety & Depression), BITCON 2020.
    21. National Conference on innovations in Computation, Communication and Cybernetics in Sentiment Analysis in python with Amazon Product Review Data stream, BITCON 2020.
    22. National Conference on innovations in Computation, Communication and Cybernetics in Review on Detection of Aflatoxins in Grained Almonds using Fluorescence Spectroscopy and Machine Learning Algorithm, BITCON 2020.
    23. National Conference on innovations in Computation, Communication and Cybernetics inDetecting different thoracic disease using CNN Models, BITCON 2020.
    24. National Conference on innovations in Computation, Communication and Cybernetics in Quarterly Information System for Non-Academic and Academic Activities, BITCON 2020.
    25. National Conference on innovations in Computation, Communication and Cybernetics inCognitive impairment: Dementia , A Review, BITCON 2020.
    26. National Conference on innovations in Computation, Communication and Cybernetics in A Review of Lung Cancer Prediction System Using SupportVector Machines and Ensemble Classifier, BITCON 2020.
    27. AICTE Sponsored National E-Conference on Data Science and Its Applications 2021inA Survey: Identification of Different thoracic disease using Convolutional Neural Network, 2021.
    28. National Conference on innovations in Computation, Communication and Cybernetics inIterative Variational Mode Decomposition in Fault Diagnosis of Rotating Machinery, BITCON 2021.
    29. National Conference on innovations in Computation, Communication and Cybernetics inCourse selection prediction using data minig algorithm, BITCON 2021.
    30. National Conference on innovations in Computation, Communication and Cybernetics inA survey on analysing and forecasting the cases of COVID-19 outbreak, BITCON 2021.
    31. National Conference on innovations in Computation, Communication and Cybernetics inA survey on wrapper method for feature selection in data streams, BITCON 2021.
    32. National Conference on innovations in Computation, Communication and Cybernetics inAirport crowd management system, BITCON 2021.
    33. International Conference for Advancement in Technology (ICONAT) Goa, India. Jan 21-22, 2022 (IEEE Bombay Section) inDetecting Different Thoracic Disease Using CNN- Model, 2022.
    34. International Conference on Ambient Intelligence in Health Care inEnsemble Deep Learning Approach with Attention Mechanism for COVID-19 Detection and Prediction, 2022.
    35. International Conference on Information and Communication Technology for competitive Strategies in Machine Learning based Autonomous Framework for Product Classification over cloud, 2022.

    International Journals

    1. A Survey on Software Defined Networking Technology, International Journal of Advanced in Management, Technology and Engineering Sciences, Volume 8, Issue III,  pages: 158-162, MARCH/2018.
    2. Software Defined Networking: An Understanding, International Journal for Research in Applied Science & Engineering Technology (IJRASET), Volume 6 Issue I, January 2018.
    3. A Study and Designing of Custom Network Configuration using Integrated Protocols in SDN Architecture,International Journal of Trend in Scientific Research and Development ,Volume 2 Issue 4, 2018.
    4. Congestion Control Analysis in Network: A Literature Survey, International Research Journal of Engineering and Technology (IRJET), Volume: 03 Issue: 11 | Nov -2016.
    5. A Technique for Prediction of Network Congestion Using Neural Network,  International Journal of Emerging Technologies in Engineering Research (IJETER), Volume-5, Issue-6, June (2017).
    6. Congestion analysis in wireless network using predictive techniques,Research Journal of Computer and Information Technology Sciences, Volume 5, Issue (7), Pages 1-4, September,20 (2017).
    7. Vibration Signal Analysis and Damage Detection using Discrete Wavelet Transform, International Journal of Electronics & Communication Technology, , Volume 3, Issue 3, , pages : 105-108,2012.
    8. Techniques of Vibration Signature Analysis , International Journal of Advanced Research in Computer and Communication Engineering, Volume 4, Issue 3, 2015.
    9. Signal Processing for Fault Detection in Non-Stationery and Non- Linear Machines: A Comparison, Journal of Emerging Technologies and Innovative Research (JETIR), Volume 5, Issue 8, , pages : 890-894,2018.
    10. Big  Data and Smart Farming are the Future of Agriculture, International Journal of Advanced in Management, Technology and Engineering Sciences, Volume 8, Issue III, pages 259-265, MARCH,2018.
    11. Adaptive Mobile Applications in Passive Network Awareness, International Journal of Advanced in Management, Technology and Engineering Sciences, Volume 8, Issue III, pages 266-276, MARCH,2018.
    12. Survey on Prediction of Lung Cancer Disease using Modified Foggy k-means Clustering, International Journal of Advanced in Management, Technology and Engineering Sciences, Volume 9, Issue III, pages 1138-1142, MARCH,2019.
    13. IoT Based Smart Soil Monitoring System for Optimizing Agricultural Production, International Journal of Advanced in Management, Technology and Engineering Sciences, Volume 9, Issue III, pages 1133-1137, MARCH,2019.
    14. Radio Frequency Identification Using Elliptic Curve Cryptography : A Review, International Journal of Advanced in Management, Technology and Engineering Sciences, Volume 9, Issue III, pages 850-854, MARCH,2019.
    15. An Innovative Recommender System for E-Commerce Websites using Natural Language Processing, International Journal of Recent Technology and Engineering, Volume 8, Issue 6, pages 4085-4089, MARCH,2020.
    16. Performance Analysis of Classification Algorithmsfor Fault Diagnosis in Rotating Machines, International Journal of Innovative Technology and Exploring Engineering, Volume 9, Issue 6, pages 452-455, APRIL,2020.
    17. Hasty Fault Diagnosis of a Rotating Machinery Hinge on Stalwart Trippy Classifier with Robust Harmonized Swan Machine, Jordan Journal of Mechanical and Industrial Engineering (JJMIE), Volume 14, Issue 2, pages 223-236, JUNE,2020.
    18. Vibration signature analysis by hybrid multi-layer neuro-fuzzy system, Journal of Mathematical and Computational Science, Volume 11, Issue 1, pages 635-660, DECEMBER,2020.
    19. Thoracic Disease Detection using Supervised Learning, JETIR(Journal of Emerging Technologies and Innovative Research), Volume 8, Issue 8, pages 489-494, AUGUST,2021.
    20. Ensemble Deep Learning Approach with Attention Mechanism for COVID-19 Detection and Prediction, Ambient Intelligence in Health Care, Volume 1, Issue 1, pages 241-249, NOVEMBER, 2022.
    21. A Comparison of Feature Selection Approaches for Liver Disease Data., 2022 OPJU International Technology Conference on Emerging Technologies for Sustainable Development (OTCON), 2023.
    22. Machine Learning Framework with Novel Hybrid Feature Selection for Imbalanced Data Stream, INFOKARA RESEARCH, Volume 12, Issue 4, pages 47-61, JANUARY,2023.

    Workshop/FDP/STTP Organized

    1. Two week Faculty Development on Spectrum Insights of Machine Learning Paradigms by Bhilai Institute of Technology Durg from 11th November to 23rd November 2019.

    Workshop/FDP/STTP Attended

    1. Two Day workshop on Neural Network and Support Vector Machine conducted by Oriental Institute of Science & Technology, Bhopal from 17th to 18th August 2007
    2. Two day STTP on Data Structure Algorithm and Complexity conducted by BIT Durg from 26th to 27th September 2008.
    3. One week STTP on Advanced Operating System and Shell Programming conducted by Shri SantGajananMaharaj college of engineering, Shegaon from 16th to 20th Jun 2008.
    4. Two week QIP on Image and video Processing conducted by IIT Kharagpur from 23rd November to 6th December 2009.
    5. One day STTP on Advancement in Formal Language and Automate Theory conducted by BIT, Durg on 13th Mar 2009.
    6. Two Day ISTE workshop on Akash for Education conducted by IIT Bombay from 10th to 11st Nov 2012.
    7. Two week ISTE workshop on Introduction to Research Methodology conducted by IIT Bombay from 25th Jun to 04th Jul 2012.
    8. Two week ISTE workshop on Database Management Systems conducted by IIT Bombay from 21st to 31th May 2013.
    9. One week ISTE workshop on Computer Programming conducted by IIT Bombay from 16th to 21st Jun 2014.
    10. Two week ISTE workshop on Introduction to Design of Algorithms conducted by IIT Bombay from 27th April to 30st May 2015.
    11. One-day workshop on scientific paper writing conducted by BIT Durg on 15th October 2016.
    12. One-day International Program on European Fellowships and opportunities with Funding conducted by IIIT Naya Raipur on 17th September 2016
    13. One-day workshop on Digital Design through Arduino conducted by IIT Hyderabad on 10thSeptember 2016.
    14. One day workshop on “Octave”organized by IIT Hyderabad Teaching Learning Centre on 2ndFebruary 2017.
    15. One-day workshop on Assembly programming through Arduino conducted by IIT Hyderabad on 3rd August 2017.
    16. One week short Term Training Program on Machine Learning Tools and Techniques (MLTT) by Department of Computer Science & Engineering NIT Raipur from 10th November to 14th November 2017.
    17. Workshop on Innovative Research in Pedagogy for Mini – MOOCs Blended with Instructions Strategies to Enhance Quality of Higher Education Royal Academy of Engineering UK and Thapar University Patiala from 18th to 19th September 2017.
    18. One week AICTE approved Faculty Development Program on Big Data Analytics Using HADOOP and SPARK by Bhilai Institute of Technology, Durg from 26thNovember to1stDecember 2018.
    19. Workshop on Artificial intelligence and Deep Learning by LeadinIndia.ai Bennett University, Greater Noida from 18th August 2018 to 20th August 2018.
    20. Workshop on "Data Sciences and Artificial Intelligence" jointly organized by Department of Electrical Engineering and Computer Science, IIT Bhilai and E&ICT Academy IIT Guwahatiheld from 02 -04 July, 2019 at IIT Bhilai.
    21. One day workshop on Wireless Sensor Networks held at Bhilai Institute of Technology, Durg on 11th March 2019.
    22. One day workshop on Python Workshop organized by Teaching Learning Centre (ICT) at IIT Bombay on 22nd June 2019.
    23. One day workshop on C and C++ organized by Teaching Learning Centre (ICT) at IIT Bombay on 29th February 2020. 
    24. One week AICTE approved Faculty Development Program on One Week Faculty Development Program on 'R' by Chouksey Engineering College, Bilaspur (C.G) from 15 June 2020 to 21st June 2020.
    25. One week AICTE approved Faculty Development Program on LaTex by LCIT group of Institutions from 06-07-2020 to 12-07-2020
    26. One week AICTE approved Faculty Development Program on Python by Shri ShriShankarachraya Technical Campus Bhilai from 13-07-2020 to 17-07-2020.
    27. AICTE ISTE Orientation/Refresher Programme on “Data Science Analytics and Visualization Tools” by SSTC Bhilai from 02-nov-2020 to 07-nov-2020.
    28. One week AICTE approved Faculty Development Program on Data Science by School of Studies in Engineering and Technology Guru GhasidasVishwavidyalaya, Bilaspur (C.G.). from 2020-10-12 to 2020-10-16
    29. One week AICTE approved Faculty Development Program on Artificial Intelligence and Machine Learning by MVJ COLLEGE OF ENGINEERING from 18-01-2021 to 22-01-2021.
    30. AICTE-CSVTU MoU TTP on  Machine Learning using python by BIT Durg from 26th-31th May 21.
    31. One week AICTE approved Faculty Development Program on Interdisciplinary Smart Application of Internet of Things, Cloud Computing and Data Analytics Technologies by AICTE Training And Learning (ATAL) Academy from 04-OCT-2021 TO 08-OCT-2021.
    32. One week AICTE approved Faculty Development Program on Advanced Technologies for Societal Changes: A 360-degree view"  by AICTE Training And Learning (ATAL) Academy from 22-NOV-2021 TO 26-NOV-2021.
    33. One week AICTE approved Faculty Development Program on Technological Innovation of AI in Medical Diagnostic by AICTE Training and Learning (ATAL) Academy from 06-DEC-2021 TO 10-DEC-2021.
    34. One week AICTE approved Faculty Development Program on Deep Learning for Natural Language Processing by ATAL from 15-NOV-2021 TO 19-NOV-2021.
    35. One week AICTE approved Faculty Development Program on Big Data Application s in Electrical Engineering by NITTTR Chandigarh from 20-02-2023 to 24-02-2023.
    36. One week AICTE approved Faculty Development Program on Advances in Data science, Data Analytics and Cyber Security by Shri Vishnu Engineering College for Women, Bhimavaram from 01 - 05 March 2023
    37. One week AICTE approved Faculty Development Program on Advances in Data Science Using R conducted by NITTTR Chandigarh from 17 July 2023 to 21 July 2023.
    38. One week AICTE approved Faculty Development Program on Advances in AI/ML and Data Science for Industry 4.0 by NITTTR Chandigarh from 21 August 2023 to 25 August 2023.

    Online Courses/Webinar

    Sl. No.

    Name of the Course/webinar

    Organized by

    Duration

    1

    Python 101 for Data Science

    Cognitive class

    one week

    2

    Machine learning with python

    Cognitive class

    one week

    3

    Data Visualization with python

    Cognitive class

    one week

    4

    Data Analysis with python

    Cognitive class

    one week

    5

    Deep Learning Fundamentals

    Cognitive class

    one week

    6

    National webinar on Big Data Analytics

    BCET Durg

    04-Jun-20

    7

    Engineer's Role During Pandemics

    Annamacharya Institute of Technology and Sciences

    03-Jun 20 to 04-Jun-20

    8

    Effective Technical Report Writing using Latex

    MahatmaGandi Institute of Technology

    08--06-2020 to 09-06-2020

    9

    Deep Learning Fundamentals

    Cognitive class.ai

    1 week

    10

    Pyhton 101 for Data Science

    Cognitive class.ai

    1 week

    11

    Neural Networks and Deep Learning

    Coursera

    4 weeks

    12

    Programming Fundamentals

    Coursera

    4 weeks

    13

    Programming for Everybody (Getting Started with Python)

    Coursera

    7 weeks

    14

    Improving Deep Neural Networks: Hyper parameter tuning, Regularization and Optimization

    Coursera

    3 weeks

    15

    Python Basics

    Coursera

    4 weeks

    16

    Structuring Machine Learning Projects

    Coursera

    2 weeks

    17

    Python Data Structures

    Coursera

    7 weeks

    18

    C for Everyone: Programming Fundamentals

    Coursera

    6 weeks

    19

    A Crash Course in Data Science

    Coursera

    1 week

    20

    SQL for Data Science

    Coursera

    4 weeks

    21

    Data Science in Real Life

    Coursera

    1 week

    22

    Data Science Ethics

    Coursera

    4 weeks

    23

    Convolutional Neural Networks

    Coursera

    4 weeks

    24

    Sequence Models

    Coursera

    3 weeks

    25

    Crash Course on Python

    Coursera

    6 weeks

    26

    Software Processes and Agile Practices

    Coursera

    4 weeks

    27

    Introduction to Data Science in Python

    Coursera

    4 weeks

    28

    R Programming

    Coursera

    4 weeks

    29

    Bigdata Analytics using AI

    LCIT Bilaspur

    20-07-2020

    30

    Introduction to programming with MATLAB

    Coursera

    8 weeks

    Members of various Bodies/Committees at University/State/National/College level

    Sl. No.

    Details of the body/Committee

    Responsbility shared (Whether Chair person or member)

    Level (University/State/National/International)

    Any other details (Membership ID)

    1

    Institute for Engineering Research and Publication

    Member

    International

    SM54036721

    2

    International Association of Engineers (IAENG)

    Member

    International

    ID :258483

    3

    The International Conference on Computational Performance Evaluation (ComPE-2020)

    Member

    International

     

    4

    Board of Studies, Computer Science & Engineering,CSVTU

    Member

    State

     

    Details of Copyright/Patents

    Sl. No.

    Title of Research Project

    PI/Co-PI/Joint PI

    Period

    Copyright/Patent

    Level               (National/ International)

    1

    Leave Management System

    Sumit Kumar Sar, Dinesh Kumar Bhawnani

    09-09-2020

    Copyright

    National

     

     

    Books Publish

    1. Object oriented Concepts and Programming using C++, ISBN: 978-93-85865-25-1.
    2. Operating System, ISBN: 978-93-85865-28-2.
    3. UNIX and Shell Programming, ISBN: 978-93-84000-93-6.
    4. Programming in JAVA First Edition, ISBN: 978-93-84000-98-1.
    5. Problem Solving and Logic Building using C, ISBN: 978-93-84000-39-4.
    6. Fundamentals of Computer Science & Engineering, ISBN: 978-93-86002-71-6.
    7. Data Structure –I, ISBN: 978-93-86002-73-1.
    8. Data Structure –II, ISBN: 978-93-86002-73-1.
Other Info.

Other Responsibilities:

    Other Responsibilities (Central):

    From

    To

    Administrative Position

    2016

    2017

    ERP Team

    2023

    Till date

    Central Database Committee(CDC)

     

     

     

     

     

    Other Responsibilities (Departmental):

    From

    To

    Administrative Position

    2016

    Till date

    Quarterly Report Incharge

    2016

    Till date

    Departmental Academic Audit Incharge

    2016

    Till date

    Appraisal Coordinator

     

     

     

     

     

     

     



Felowship/Awards/Other recognitions:

    1. Developed Leave Management System (LMS) for BIT, Durg and copyrighted the same on 09.09.2020

    2. IBM certified Database Associate (DB2 Database and Application Fundamentals).