Dedicated professional with wide knowledge in computer science and passion for academic excellence. Leading the computer science program with dedication and vision, I specialized in data mining, pattern recognition, fostering a leading environment that emphasizes innovation, problem-solving and research. As a seasoned educator and leader, I am committed to shaping the next generation of tech innovators and driving advancements in the field of computer science,
Research Work in PhD
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EFFECTIVE METHODS TO IMPROVE THE PERFORMANCE OF K-MEANS CLUSTERING ALGORITHM
Awards
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Got outstanding service and valuable contribution to the self help group (SHG) pollachi north for giving awarness about spotlight on E-Business in difference phases by Government of India, Field Outreach Bureau, Ministry of Informatin & Broadcasting, Coimbatore on Jan 2023
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Book Article "Man Nalama Pyir Nalam" in Uzavu Bharatham Cretificate Course Text Book ,NGM College
Participation in Conference
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1. National Conference on “Advanced Computer Application” sponsored by UGC organized by Department of Computer Science on Oct 11th & 12th 2002 at NGM College.
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2. National Seminar on “Recent Trends in Global Networking” sponsored by AICTE on 14th Feb 2004 at Sree Saraswathi Thyagaraja College, Pollachi.
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3.One day National Seminar on “Multimedia Technologies” on 24th Jan 2006 at Dr. Mahalingam College of Engineering and Technology, Pollachi.
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4.A Seminar in collaboration with University of Manitoba, Winnipeg, Canada “Course Redesign with Blended Learning” on 20th Feb 2008 at Dr. MCET, Resource Person Dr. Kathleen Matheos, Associate Dean, Extended Education, University of Manitoba, Canada
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5. Two days National Seminar on “Advanced Computing” on 19th & 20th Sept 2008 at D.J Academy for Management Excellence, Coimbatore.
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6. One day International Seminar on “Computational Intelligence” on 30th Dec 2008 at Bharathiar University, Coimbatore.
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7. One day International Seminar on “Research in Computers: Why, What and How?” on 13th Dec 2010 at Bharathiar University, Coimbatore.
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8. One day National Level Research Seminar on “Challenges and Strategies in Research” on 14th Feb 2014 at SNS College of Engineering, Coimbatore.
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9.One day National Seminar on “Recent Trends in Networking Arena – NSRTNA ‘17” organized by PG Department of Computer Applications on 8th Aug 2017 at NGM College
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10.Attended and Presented paper in National Conference Green Computing with the title of “An Enhanced K-Means Algorithm for Clustering with Improved Initial Center” on 22.09.2017 organized by Department of Computer Science(Aided), NGM College, Pollachi.
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11. Attended National seminar on Cyber Security Awareness at NGM College on 08.01.2019 organized by Department of Computer Science (Aided), NGM College
Research Publications
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1. M.Sakthi, Dr.Antony Selvadoss Thanamani “An Effective Determination of Initial Centroids in K-Means Clustering Using Kernel PCA”, International Journal of Computer Science and Information Technologies (IJCSIT) ISSN: 0975-9646, Volume 2 (3), May-June 2011, 955-959.
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2. M.Sakthi, Dr.Antony Selvadoss Thanamani “An Efficient Constrained K-Means clustering using Self Organizing Map”, International Journal of Computer Science and Information Security (IJCSIS) Volume 9, No. 4, April 2011.
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3. M.Sakthi, Dr.Antony Selvadoss Thanamani “An Enhanced K-Means Clustering using Improved Hopfield Artificial Neural Network and Genetic Algorithm”, International Journal of Recent Technology and Engineering (IJRTE) ISSN: 2277-3878, Volume-2, Issue-3, July 2013.
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4. “Improved Minimum Delay Routing Using TBETX Routing Over DSDV Routing Protocol in Wireless Ad Hoc Networks”, International Journal of Innovative Research in Computer and Communication Engineering Volume 2, Issue 9, September 2014, ISSN (Online): 2320-9801, ISSN (Print): 2320-9798.
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5. “Credential Revocation for Mobile Ad Hoc Networks (Cluster-Based)” Published in (International journal of science and Engineering Research), Volume 3, issue 5, May-2015.Impact Factor 2.237.
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6. “Dynamic channel allocation and load balancing with sleep scheduling in manet” published in IJOSER (International journal of science and Engineering Research), Volume 2, issue 9 September-2015.ISSN-(O) 3221 5687(P) 3221 568X. Impact factor 2.237.
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7. “Comparison of performance in text categorization of semi structured data” published in IJRASET (International Journal for Research in Applied Science and Engineering Technology), Volume 4, issue, September 2016. ISSN NO: 2321-9653. Impact factor 5.011.
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8. “Max-Miner Algorithm Using knowledge discovery process in Data Mining” Published in IJIRCCE, Volume 3, issue 11, Nov-2015, ISSN (online):2320-9801, ISSN (Print):2320-9798.
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9. An Improved K-Means Clustering Algorithm Based on Regional Centroid Component (RCC) Alochana Chakra Journal Volume IX, Issue V, May/2020 ISSN NO:2231-3990
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10. “An Enhanced K-Means Clustering Algorithm to Improve the Accuracy of Clustering using Centroid Identification Based on Compactness” Journal of Xi'an University of Architecture & Technology Volume XIII, Issue I, 2021 ISSN No : 1006-7930
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11. “ A Self Organizing Map Approach for an Enhanced K-means Clustering Algorithm” Zeichen Journal Volume 7, Issue 1, 2021 ISSN No: 0932-4747
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12. Enhanced Image Compression Using Wavelet Modified Single Layer Linear Counter Propagation Networ Journal of the Maharaja Sayajirao University of Baroda ISSN :0025-0422 Volume-56, No.1(XI) 2022
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13. A Comprehensive Examination Of Machine Learning In Image Compression Techniques ISSN: 0974-8946 Shodha Prabha (UGC Care Journal) Vol. 48, तृतीयाांक, Book No.07: 2023
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14. Study On Machine Learning And Cryptographic Methods For Image Compression And Secured Transmissio ,Journal Of The Maharaja Sayajirao University Of Baroda Issn :0025-0422,
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15. 6g Technologies Security Requirements And Challenges Journal Of The Maharaja Sayajirao University Of Baroda Issn :0025-0422
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16. Study On Machine Learning And Cryptographic Methods For Image Compression And Secured Transmission , Journal Of The Maharaja Sayajirao University Of Baroda, Volume Volume-57, No.1(Iv), Year 2023
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17. Poisson Wavelet Quantized Piecewise Regressive Distributed Coding For Image Compression And Transmission, Tuijin Jishu/Journal Of Propulsion Technology, Volume Vol.44 No. 6 (2023), Year 2023, Pages 410-429
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18. A Comprehensive Examination Of Machine Learning In Image Compression Techniques Shodha Prabha (Ugc Care Journal), Volume Vol. 48, तृतीयाांक, Book No.07: 2023, Year 2023, Pages 117-129
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19. Enhanced Image Compression Using Wavelet Modified Single Layer Linear Counter Propagation Network Journal Of The Maharaja Sayajirao University Of Baroda, Volume Volume-57, No.1(Iv) : 2023, Year 2023, Pages 21-28
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20. Poisson Wavelet Quantized Piecewise Regressive Distributed Coding for Image Compression and Transmission ,Tuijin Jishu/Journal of Propulsion Technology ISSN: 1001-4055 Vol.44 No. 6 (2023)
Workshop FDP
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1. Faculty Development Programme on “Classroom Climate” organized by Department of Commerce on 2nd April 2005 at NGM College.
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2. Faculty Development Programme on “Teaching Learning Process in Computer Application” on 2nd Dec 2005 at D.J Academy for Management Excellence, Coimbatore.
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3. Faculty Development Program on “Data Mining using Polyanalyst & MATLAB” organized by Department of Computer applications on 29th to 30th Sept 2009 at Karunya University, Coimbatore.
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4. Faculty Development Programme on “Towards Better Teaching” on 30th Oct 2016 at NGM College.
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Quality Teaching Strategies for Outcome Based Education organized by Bharathiar University Arts and Science College on 28.12.2018 ,Pollachi.
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Dr.M.Sakthi Recent Trends in Higher Education in Science and Humanities to Rural Students NGM College 12.06.2019 to 14.06.2019 NGM College
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1. Dr.M.Sakthi Online Faculty Development Programme on “Recent Trends in Data Analytics” 18.04.2020 Department of Information Technology, Rathinam College of Arts & Science, Coimbatore
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2. International FDP on “Develop the ability to write Research Proposal” 24.04.2020 Adarsh Institute of Management and Information Technology by Sri BalajiVidyapeeth
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3. Two-day FDP on “Virtual Learning” 29.04.2020 and 30.04.2020 CIT-TLC, Coimbatore
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4. FDP on Moodle Learning Management system29.04.2020-01.05.2020 Kaypeeyes College of Arts and Science, The Nilgiris in association with Spoken Tutorial Project, IIT Bombay, MHRD, Govt. of India
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5. Five days FDP on “IoT” 18.05.2020-22.05.2020. AICTE sponsored at NIT Nagaland.
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6. FDP on "Research prospects & promises if deep learning in problem Solving” 19.05.2020-21.05.2020 Department of MCA,NGM College
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7. Attended One Week FDP on “Application Perspectives in IoT” 20.09.2021to 27.09.2021, Department of Computer Science (SF), NGM College
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8. “Recent Trends in Higher Education in Science and Humanities to Rural Students “ organized by NGM College 12.06.2019 to 14.06.2019 NGM College
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9. Attended one day FDP on “Moodle: A Quick Tour” 12.06.2020 PG & Reseach Department of Computer Science, Chikkana Govt Arts, Tirupur.
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10. Attended seven Days International FDP on Research Perspectives on New Age Technologies” 03.08.2021 to 10.08.2021 Dept. of Computer Science (SF), NGM College, Pollachi.
Books / Monograph
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Research Guidance
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Successfully guided 18 M.Phil. scholars to completion. Currently guiding 2 Ph.D. candidates
