Faculty

M.Sivakumar

 mskcse@tce.edu

17

PUBLICATIONS       

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SPONSORED PROJECTS

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CONSULTANCY PROJECTS

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M.E./Ph.D. SCHOLARS

40

SEMINAR, CONFERENCE, WORKSHOP ATTENDED

 Educational Qualification

DEGREE BRANCH INSTITUTE YEAR
B.E Computer Science and Engineering Arulmigu Kalasalingam college of engineering 1990
M.E Computer Science and Engg Government college of Technology 1997
P.hD Solid Waste Classification using Deep Learning Anna University 2023

 Experience

PERIOD NO OF YEARS DESIGNATION INSTITUTION
21-09-2001 to 01-07-2009 8 Lecturer Thiagarajar College of Engg
01-07-1999 to 20-09-2001 2 Senior Lecturer Mepco Schlenk Engg College
10-07-1997 to 30-06-1999 2 Lecturer Bannari amman Institute of Technology
01-07-1992 to 10-01-1996 4 Lecturer A.K.College of Engg
02-07-2009 to 21-09-2014 5 Assistant Professor Thiagarajar College of Engg
22-09-2014 to Till date 4 Associate Professor Thiagarajar College of Engg

 Publications

 Journals
  1. A.M.Rajeswari , B.Subbulakshmi , M.Nirmaladevi and M.Sivakumar, "APPLICATION OF PROBABILITY BASED SURPRISING MEASURE IN OUTLIER DETECTION", , European Chemical Bulletin (ISSN 2063-5346), Volume -12, Special Issue-5 (2023 ), doi: 10.48047/ecb/2023.12.si5.174 , (Scopus indexed-Q3)
  2. Deep Learning-Based Ocular Disease Recognition, International Journal of Engineering Technology and Management Sciences, JUNE 2023, VOL 7,Issue 2, Pages 772-781, Publisher IJETMS
  3. APPLICATION OF PROBABILITY BASED SURPRISING MEASURE IN OUTLIER DETECTION, JOURNAL: AUDIOFY – An AID for AUDITORY PROCESSING DISORDER (APD) in CHILDREN, ISSN 2063-5346, JUNE 2023
  4. FRAME WORK FOR FORGERY DETECTION IN CONTENT BASED IMAGE RETRIEVAL SYSTEM-VOL 10, NO 9, MAY 2015,ISSN 1819-6608, ARPN Journal of Engineering and Applied Sciences.
  5. TRANSFORMATIVE TUMOR SUBSTRUCTURES SEGMENTATION FROM BRAIN MRI: HARNESSING THE EFFICIENCY OF VGG-16 AND U-NET FUSION, - YMER Digital, ISSN 0044-0477, Vol 23, Issue 09, page 1286-1298
  6. IoT incorporated deep learning model combined with SmartBin technology for real-time solid waste management, Journal: Computational Intelligence, PUBLISHER: WILEY, https://doi.org/10.1111/coin.12495, Volume38, Issue2, April 2022,Pages 323-344
  7. A Graph-Based Approach for Personalized Job Recommendation, Publication date:2023,Journal:A JOURNAL FOR NEWZEALAND HERPETOLOGY, Volume 12,Issue 3, ISSN NO: 2230-5807, Pages 4474-4486, Publisher BIOGECKO.
 Conferences
  1. Presented a paper on "A Deep Learning Based Bio Fertilizer RecommendationModel Based on Chlorophyll Content for Paddy Leaves" at International Conference on Computational Sciences and Sustainable TechnologiesICCSST 2023
  2. M Nirmala Devi,B Subbulakshmi,M Siva Kumar,N Swetha Adhirai, andN Theeraj Jegan, Customer Churn Prediction - An Analytical Surveyof Data Science Methods 56th Annual Convention of ORSI and 10th International Conference on Business Analytics and Intelligence., IISC Bang, 18 to 20 Dec 2023
  3. B.Subbulakshmi , M.Nirmala Devi, M.Sivakumar, Varshini Sri A, Varsha S K, Kaviya Meena T Efficient AI-Powered Audio-to-Text Transcription: A GUI-Enhanced Stack with EXE Build for Innovation in Communications 2023 International Conference on Energy, Materials and Communication Engineering (ICEMCE), 14 and 15 Dec 2023
  4. Dr.M.Nirmala Devi, R.Aravind, Dr.M.Sivakumar, Dr.B.Subbulakshmi, “ UNMANNED SURFACE VEHICLES DETECTION IN SEA AREAS USING YOLOV8 ALGORITHM”, International Conference on Transforming Engineering Systems for Sustainability (TESS-2023) Organized byHindusthan College of Engineering and Technology (Autonomous), India jointly withTaylor's University, Kuala Lampur, Malaysia, 29-30, Nov , 2023
  5. M Nirmala Devi , B Subbulakshmi, M Siva Kumar, T Teenu Prinica,Severity levels Categorization for detecting diabetic retinopathy using YOLOv7, presented the paper in International Conference on Intelligent Computing Systems and Applications (ICICSA 2023), organized by Department of Computer Science and Engineering, National Institute of Technology Silchar, Assam, India September 22-23, 2023.
  6. Presented a paper " COMPUTER VISION BASED WELLNESS ANALYSIS OF GERIATRICS" in the International Research conference on IoT, Cloud and Data Science (IRCICD '21) at SRM Institute of Science and Technology, Vadapalani Chennai held on 23 and 24 april 2021.
  7. A Hybrid Text Classification Approach Using KNN and SVM , 2014 IEEE international conference on innovations in engineering and technology-ICIET '14 21 and 22 march 2014
  8. A SURVEY ON CONTENT BASED IMAGE RETRIEVAL -National conference on SMAC-December 2015
  9. Paper titled Application of Deep Learning for Solid Waste Trash Classification using Deep CNN" in ACM/CSI/IEEECS Research and Industry symposium at IIIT Kottayam Kerala on 3.5.2021
 Books
  1. Nirmala Devi, M., Siva Kumar, M., Subbulakshmi, B., Uma Maheswari, T., Karpagam, Vasanth Kumar, M. (2024). A Deep Learning-Based Biofertilizer Recommendation Model Based on Chlorophyll Content for Paddy Leaves. Computational Sciences and Sustainable Technologies. Communications in Computer and Information Science, vol. 1973. Springer, Cham. https://doi.org/10.1007/978-3-031-50993-3_25 Scopus Q4

 Seminar, Conference, Workshop Attended

  1. One Week FDP on R from Spoken tutorial project at IIT Bombay Organized by TCE Madurai., 19-09-2023 to 25-09-2023
  2. One week FDP on Artificial intelligence for Edge Computing at TCE Madurai., 08-05-2023 to 12-05-2023
  3. One Week FDP on High Performance Computing at TCE Madurai, 31-10-2022 to 05-11-2022
  4. Two day FDP on Open source tools for AI and Machine Learning at CSE Department TCE Madurai., 08-10-2021 to 09-10-2021
  5. Attended Three day workshop on "Machine Learning Techniques for real world applications using PYTHON organised by IT Department TCE Madurai during , 29-07-2021 to 31-07-2021
  6. AICTE-ISTE approved Orientation program on " INTELLIGENT LEARNING" at Anil Neerukonda Institute of Technology and Sciences Visakhapatnam Andhra Pradesh. during , 27-04-2021 to 03-05-2021
  7. AICTE Sponsored online STTP on Research aspect on Deep Learning in Image and Video Processing at Velammal Institute of Technology Chennai during, 01-12-2020 to 07-12-2020
  8. TEQUIP III Sponsored one week workshop on AI for Engineering Research, 11-11-2019 to 15-11-2019
  9. Machine Learning algorithms in big data analytics for engineering applications, 11-09-2019 to 12-02-2020
  10. AICTE-QIP Sponsored one week short term course on DEEP LEARNING FOR VISUAL COMPUTING, 28-01-2019 to 03-02-2019
  11. Tequip III Sponsored one day workshop on "Grammer for Technical Writing" , 14-11-2018 to 14-11-2018
  12. One day workshop on "Mentoring Skills", 01-11-2018 to 01-11-2018
  13. NPTEL-AICTE Faculty Development Program on DEEP LEARNING ( 12 Weeks), 23-07-2018 to 19-10-2018
  14. TEQIP - II Sponsored course on "Foundation skills in integrated product development", 23-11-2015 to 27-11-2015
  15. Two days Technical Seminar on " Video Analytics" conducted by Mepco Schlenk Engg College, 18-09-2015 to 19-09-2015
  16. HPC code modernisation for many core architectures, 11-09-2015 to 01-01-0001
  17. Assessment and Evaluation: Principles and Practices, 02-09-2015 to 04-09-2015
  18. Formal Methods, 05-03-2015 to 05-03-2015
  19. Database Learning through Activity, 23-06-2014 to 27-06-2014
  20. Two day workshop on Satellite image processing with MATLAB, 04-04-2014 to 05-04-2014
  21. Satellite image processing with MATLAB, 04-04-2014 to 05-04-2014
  22. Scilab - Spoken tutorial Project, 07-01-2014 to 07-01-2014
  23. Statistical modelling for data analysis at IIT Kharagpur, 09-12-2013 to 14-12-2013
  24. Outcome based Education, 23-09-2013 to 24-09-2013
  25. IT infrastructure services -Data centre management, 14-08-2013 to 14-08-2013
  26. Recent Trends and Research chalanges in Business Analytics and optimization , 13-08-2013 to 13-08-2013
  27. Application of soft computing Techniques in information retrieval and Knowledge Discovery, 10-04-2013 to 10-04-2013
  28. Mobile Computing, 03-08-2012 to 03-08-2012
  29. Basic Fire safety and emergency preparedness, 25-07-2012 to 25-07-2012
  30. EMC sponsored FDP on Information storage and management, 26-12-2011 to 30-12-2011
  31. Image Processing And Digital Photogrametry, JNTU, Hydrabad, Three weeks - 2006
  32. Multimedia Application On Internet And Mobile Devices, IIT,Madras, One Week
  33. Business Intelligence, TCE, 17,18 Sep 2007
  34. Oracle DBA, Oracle India Pvt Ltd, Delhi, 14 to 24 jan 2008
  35. Digital Image and Video Processing, NIT, Tiruchirapalli, 7,8,9 Nov 2008
  36. Content based Image Retrieval and Fusion, MIT chrompet, Chennai, 7-9 aug 2009
  37. Parallel Algorithms, GCT, Coimbatore, 2 Weeks -2005
  38. AICTE sponsored SDP on Multimedia Data Types And Formats Thiagarajar College Of Engg International (2 Weeks), 12-11-2007 to 24-11-2007
  39. Workshop on DB2 Viper-IBM, 30-05-2007 to 30-05-2007
  40. FDP on Enhancing VLSI Design with machine learning opportunities and challenges organized by GCT Coimbatore , 08-01-0024 to 12-01-0024

 Seminar, Conference, Workshop Organised

  1. AICTE-QIP Sponsored STC on High Performance Computing for Science and Engineering , 04-02-2019 to 10-02-2019
  2. AICTE Sponsored Two week FDP on Multimedia Data Types And Formats , 12-11-2007 to 23-11-2007

 Lectures Delivered

TOPIC DELIVERED AT PERIOD
Advances in Mobile and Web Development A.C.College of Engg & Tech , Karaikudi 29-02-2016 to 29-02-2016

 Membership

NAME OF SOCIETY DETAILS PERIOD
ISTE LIFE 1998

  Other Achievements

  1. Mentor foTCE HBTU 36 hours Hackathon