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.
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) |
sumit.sar@bitdurg.ac.in | |
Contact Number | Extension No.: 513, Global Directory No.: 8203 |
Pattern Recognition, Signal Processing
- International Conference on Systemics, Cybernetics and Informatics in Smart Clothing: Humanistic Intelligence of Wearable Computing
- International Conference on Systemics, Cybernetics and Informatics in Wireless body area networkfor intelligent physical monitoring and rehabilitation of patient
- International Conference on Systemics, Cybernetics and Informatics in On-Chip Switched network for real time embedded system
- International Conference on Systemic, Cybernetics and Informatics in Tera-Ray to win over X-Ray
- National conference on advanced communication techniques in Knowledge management in engineering institute.
- National conference on Broadband communication in Wireless Technology and system integration in Body Area Network in Patient Monitoring in Next Generation.
- National conference on Emerging Trends in Modern Computing and its Application in Control of Hearing Aid using Fuzzy Logic.
- National conference on Convergence of Technology in Data Security using Image Encryption.
- National Conference on innovations in Computation, Communication and Cyberneticsin Study of Employee Leave Patterns using K-Means Algorithm, BITCON 2016.
- National Conference on innovations in Computation, Communication and Cybernetics in A Review on Cloud Computing, BITCON 2017.
- National Conference on innovations in Computation, Communication and Cybernetics in WiMAX Technology-A Review, BITCON 2017.
- National Conference on innovations in Computation, Communication and Cybernetics in Congestion Analysis in Wireless Network Using Predictive Techniques, BITCON 2017.
- National Conference on innovations in Computation, Communication and Cybernetics in A Survey on Software Defined Networking Technology, BITCON 2018.
- National Conference on innovations in Computation, Communication and Cybernetics inBig Data and Smart Farming are the Future of Agriculture, BITCON 2018.
- National Conference on innovations in Computation, Communication and Cybernetics in Adaptive Mobile Applications in Passive Network Awareness, BITCON 2018.
- 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.
- National Conference on innovations in Computation, Communication and Cybernetics inIoT Based Smart Soil Monitoring System for Optimizing Agricultural Production, BITCON 2019.
- National Conference on innovations in Computation, Communication and Cybernetics in RADIO FREQUENCY IDENTIFICATION USING ELLIPTIC CURVE CRYPTOGRAPHY : A REVIEW, BITCON 2019.
- International Conference on Trends in Electronics and Informatics (ICOEI 2019),GUI based Desktop Application for Network Audit
- 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.
- National Conference on innovations in Computation, Communication and Cybernetics in Sentiment Analysis in python with Amazon Product Review Data stream, BITCON 2020.
- 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.
- National Conference on innovations in Computation, Communication and Cybernetics inDetecting different thoracic disease using CNN Models, BITCON 2020.
- National Conference on innovations in Computation, Communication and Cybernetics in Quarterly Information System for Non-Academic and Academic Activities, BITCON 2020.
- National Conference on innovations in Computation, Communication and Cybernetics inCognitive impairment: Dementia , A Review, BITCON 2020.
- 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.
- AICTE Sponsored National E-Conference on Data Science and Its Applications 2021inA Survey: Identification of Different thoracic disease using Convolutional Neural Network, 2021.
- National Conference on innovations in Computation, Communication and Cybernetics inIterative Variational Mode Decomposition in Fault Diagnosis of Rotating Machinery, BITCON 2021.
- National Conference on innovations in Computation, Communication and Cybernetics inCourse selection prediction using data minig algorithm, BITCON 2021.
- National Conference on innovations in Computation, Communication and Cybernetics inA survey on analysing and forecasting the cases of COVID-19 outbreak, BITCON 2021.
- National Conference on innovations in Computation, Communication and Cybernetics inA survey on wrapper method for feature selection in data streams, BITCON 2021.
- National Conference on innovations in Computation, Communication and Cybernetics inAirport crowd management system, BITCON 2021.
- International Conference for Advancement in Technology (ICONAT) Goa, India. Jan 21-22, 2022 (IEEE Bombay Section) inDetecting Different Thoracic Disease Using CNN- Model, 2022.
- International Conference on Ambient Intelligence in Health Care inEnsemble Deep Learning Approach with Attention Mechanism for COVID-19 Detection and Prediction, 2022.
- International Conference on Information and Communication Technology for competitive Strategies in Machine Learning based Autonomous Framework for Product Classification over cloud, 2022.
- 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.
- Software Defined Networking: An Understanding, International Journal for Research in Applied Science & Engineering Technology (IJRASET), Volume 6 Issue I, January 2018.
- 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.
- Congestion Control Analysis in Network: A Literature Survey, International Research Journal of Engineering and Technology (IRJET), Volume: 03 Issue: 11 | Nov -2016.
- 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).
- 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).
- Vibration Signal Analysis and Damage Detection using Discrete Wavelet Transform, International Journal of Electronics & Communication Technology, , Volume 3, Issue 3, , pages : 105-108,2012.
- Techniques of Vibration Signature Analysis , International Journal of Advanced Research in Computer and Communication Engineering, Volume 4, Issue 3, 2015.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- Thoracic Disease Detection using Supervised Learning, JETIR(Journal of Emerging Technologies and Innovative Research), Volume 8, Issue 8, pages 489-494, AUGUST,2021.
- 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.
- A Comparison of Feature Selection Approaches for Liver Disease Data., 2022 OPJU International Technology Conference on Emerging Technologies for Sustainable Development (OTCON), 2023.
- Machine Learning Framework with Novel Hybrid Feature Selection for Imbalanced Data Stream, INFOKARA RESEARCH, Volume 12, Issue 4, pages 47-61, JANUARY,2023.
- Two week Faculty Development on Spectrum Insights of Machine Learning Paradigms by Bhilai Institute of Technology Durg from 11th November to 23rd November 2019.
- Two Day workshop on Neural Network and Support Vector Machine conducted by Oriental Institute of Science & Technology, Bhopal from 17th to 18th August 2007
- Two day STTP on Data Structure Algorithm and Complexity conducted by BIT Durg from 26th to 27th September 2008.
- One week STTP on Advanced Operating System and Shell Programming conducted by Shri SantGajananMaharaj college of engineering, Shegaon from 16th to 20th Jun 2008.
- Two week QIP on Image and video Processing conducted by IIT Kharagpur from 23rd November to 6th December 2009.
- One day STTP on Advancement in Formal Language and Automate Theory conducted by BIT, Durg on 13th Mar 2009.
- Two Day ISTE workshop on Akash for Education conducted by IIT Bombay from 10th to 11st Nov 2012.
- Two week ISTE workshop on Introduction to Research Methodology conducted by IIT Bombay from 25th Jun to 04th Jul 2012.
- Two week ISTE workshop on Database Management Systems conducted by IIT Bombay from 21st to 31th May 2013.
- One week ISTE workshop on Computer Programming conducted by IIT Bombay from 16th to 21st Jun 2014.
- Two week ISTE workshop on Introduction to Design of Algorithms conducted by IIT Bombay from 27th April to 30st May 2015.
- One-day workshop on scientific paper writing conducted by BIT Durg on 15th October 2016.
- One-day International Program on European Fellowships and opportunities with Funding conducted by IIIT Naya Raipur on 17th September 2016
- One-day workshop on Digital Design through Arduino conducted by IIT Hyderabad on 10thSeptember 2016.
- One day workshop on “Octave”organized by IIT Hyderabad Teaching Learning Centre on 2ndFebruary 2017.
- One-day workshop on Assembly programming through Arduino conducted by IIT Hyderabad on 3rd August 2017.
- 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.
- 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.
- 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.
- Workshop on Artificial intelligence and Deep Learning by LeadinIndia.ai Bennett University, Greater Noida from 18th August 2018 to 20th August 2018.
- 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.
- One day workshop on Wireless Sensor Networks held at Bhilai Institute of Technology, Durg on 11th March 2019.
- One day workshop on Python Workshop organized by Teaching Learning Centre (ICT) at IIT Bombay on 22nd June 2019.
- One day workshop on C and C++ organized by Teaching Learning Centre (ICT) at IIT Bombay on 29th February 2020.
- 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.
- One week AICTE approved Faculty Development Program on LaTex by LCIT group of Institutions from 06-07-2020 to 12-07-2020
- One week AICTE approved Faculty Development Program on Python by Shri ShriShankarachraya Technical Campus Bhilai from 13-07-2020 to 17-07-2020.
- AICTE ISTE Orientation/Refresher Programme on “Data Science Analytics and Visualization Tools” by SSTC Bhilai from 02-nov-2020 to 07-nov-2020.
- 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
- 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.
- AICTE-CSVTU MoU TTP on Machine Learning using python by BIT Durg from 26th-31th May 21.
- 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.
- 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.
- 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.
- One week AICTE approved Faculty Development Program on Deep Learning for Natural Language Processing by ATAL from 15-NOV-2021 TO 19-NOV-2021.
- 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.
- 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
- 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.
- 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.
- Object oriented Concepts and Programming using C++, ISBN: 978-93-85865-25-1.
- Operating System, ISBN: 978-93-85865-28-2.
- UNIX and Shell Programming, ISBN: 978-93-84000-93-6.
- Programming in JAVA First Edition, ISBN: 978-93-84000-98-1.
- Problem Solving and Logic Building using C, ISBN: 978-93-84000-39-4.
- Fundamentals of Computer Science & Engineering, ISBN: 978-93-86002-71-6.
- Data Structure –I, ISBN: 978-93-86002-73-1.
- Data Structure –II, ISBN: 978-93-86002-73-1.
Conferences / Seminars: |
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International Journals |
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Workshop/FDP/STTP Organized Workshop/FDP/STTP Attended |
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Online Courses/Webinar
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Members of various Bodies/Committees at University/State/National/College level
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Details of Copyright/Patents
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Books Publish |
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).