Dr.B.Azhagusundari MCA.,M.Phil,Ph.D

Associate Professor

Department: BSc Artificial Intelligence & Machine Language

Research Work in PhD

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AzhaguSundari, B., and Antony Selvadoss Thanamani. "An Efficient Feature Selection Technique using Supervised Fuzzy Information Theory." International Journal of Computer Applications ISSN:0975 – 8887, Volume 85 – No 19, January 2014.(Impact factor 0.702) AzhaguSundari, B., and Antony Selvadoss Thanamani. "Feature selection based on Fuzzy Entropy." International Journal of Emerging Trends & Technology in Computer Science (IJETTCS), ISSN: 2278-6856.volume 2, Issue 2, March – April 2013.(Impact factor 8.502) Azhagusundari, B., and Antony Selvadoss Thanamani. "Feature selection based on information gain." International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-2, Issue-2, January 2013.(B Impact factor 5.15)

Awards

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• International Acedemic Excellence Award 2020-2021 (I2oR) AWARD ref no :I2OR/2020-2021/IA-373 SEP 27/09/2021

Participation in Conference

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1. Dr.B.Azhagusundari presented a paper on “Classification of Lung cancer prediction using various ML techniques “ in the 2 Day National Conference on Deep Learning and Computer Interaction for Sustainability on 10,11 January 2024. 2. Dr.B.Azhagusundari presented a paper on “Machine Learning Strategies for Ensuring Childrens Safety” in the 2 Day National Conference on Deep Learning and Computer Interaction for Sustainability on 10,11 January 2024. 3. Dr.B.Azhagusundari presented a paper on “Gold Market Data prediction uaing novel Distance weighted KNN with Feature extraction “ in the 2 Day National Conference on Deep Learning and Computer Interaction for Sustainability on 10,11 January 2024 4. Latha & Dr. B. Azhagusundari presented the paper “Smart Transportation: Anticipating the future with predictive maintenance and enhanced safety measures” in international conference TESS-2023 at Hindusthan college of engineering and technology Coimbatore jointly with Taylor’s University, KL, Malaysia – Online Mode 29.11.2023 & 30.11.2023 5. Presented a paper Dr.B.Azhagusundari and D.Gokila “GOLD MARKET DATA FEATURE SELECTION USING ENHANCED GENETIC ALGORITH” In the 2nd INTERNATIONAL CONFERENCE ON ENHANCED TECHNIQUES IN REAL-TIME APPLICATIONS (ICETRA’ 23) held on 08.09.2023 at United College of Arts and Science, Coimbatore-20 6. Presented a paper Dr.B.Azhagusundari and D.Gokila “A Review on Bio Inspired Machine Learning Algorithms” 2nd International Conference on Computing and Intelligent System (ICCIS’23) Jointly organized by the computer science stream departments Dr NGPASC, held during 24th & 25th January , 2023. 7. Presented a paper “A Method for improving the prognosis of cardio vascular disease based on Ensemble classification techniques” on Virtual International conference on Multi-disciplinary perspective in Business Management, social sciences and technology 2022 organized by Dept of Business Administration(PG) Hindustan college of Arts science Coimbatore and Faculty of Business and Management AIMST University Malaysia on 27.06.2022 8. Presented a paper “Prevention of Cyber attack using cloud iot system “ EMERGING TRENDS IN SCIENCE AND TECHNOLOGY (ETIST-2021) organized by NGM College on 27.10.2021 9. Presented a paper “children safety measures against digital violencs using ML during COVID 19 Pandemic “EMERGING TRENDS IN SCIENCE AND TECHNOLOGY (ETIST-2021) organized by NGM College on 27.10.2021 10. Presented a paper “Enhancing the accuracy in prevention of heart disease using ML Algorithm” EMERGING TRENDS IN SCIENCE AND TECHNOLOGY (ETIST-2021) organized by NGM College on 27.10.202111. 11. Presented a paper “A comparative study of machine learning algorithms in prediction of heart disease” Department of Computer Science Stream“organizing Two day [Virtual] International Conference on Computing and Intelligent System (ICCIS'21)” Sri Krishna Adithya College of Arts and Science Coimbatore on 25/08/2021 & 26/8/2021 . 12. Presented a Paper entitled “ Review of Health care Monitoring system using IOT” to the E-Conference on Machine Learning as a Service for Industries(MLSI-2020) CMRI Institute Bangalore on 04/09/2020 and 05/09/2020 13. Presented a paper on International conference for ICICES2017 entitled as “Integrated method for Feature selection based on Fuzzy information measure” at S.A Engineering college, Chennai on 23&24 February 2017. 14. Presented a paper “A study on Classification Association Rule Mining Techniques” on National conference on Recent Development and Applications in Computer Technology at Vidyasagar collge of Arts and Science, Udumalpet on February 22,2016. 15. Presented a paper “Feature Selection based on Fuzzy Information Gain” on National Conference on Emerging Computer Technology on September 23, 2014 at Sri Ramakrishna Mission College of Arts and Science, Coimbatore. 16. Presented a paper “A Study on Data mining classification and its Techniques” on second International conference on Computer Application and Information Technology at Hindustan college of Arts and Science, Coimbatore on December 17,2013. 17. Presented a paper “Intrusion detection system based on Finite State Automata and Petrinet Model” at UGC sponsored National Seminar on Cyber Criminology held during march 3-4, 2011 at Baselios Poulose II Catholicos College , Piravom. 18. Presented a paper “M-Commerce security by Wireless Application Protocol Approach” in the UGC sponsored state level seminar on Wireless communications & Mobile Computing held at Kongunadu Arts and science college, Coimbatore on September 2-3 , 2005. 19. Presented a paper “Handwritten character recognition using neural networks” in the National Conference on Distributed Networks held at Gobi arts college, Gobi on March 26-27,2005. 20. Presented a paper “Data mining using SOM for Effective Data Clustering & Visualization” in the National Conference on Distributed Networks held at Gobi arts college, Gobi on March 26-27,2005. 21. Presented a paper “Analysis of Tangent Polynomial with a Computer Algebra system” in the National Conference on Computer Algebra Systems held during December 30-31, 2004 at Erode Arts college , Erode.

Research Publications

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Workshop FDP

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o Dr.B.Azhagusudnari participated in the Online Workshop on “Chat GPT & AI Tools for Educators” organized by IQAC, PPG College of Arts and Science, Coimbatore on 30 June 2023 o Dr.B.Azhagusudnari attended the Five Days Online Faculty Development Program on ‘Emerging Trends in Data Analytics and Machine Learning’ from 18th Sep 2023 to 22nd Sep 2023 at Karunya university Coimbatore. o CSIR sponsored one day National Level seminar on “Applying Modern deep learning techniques to natural language processing” at Dr.NGP institute of technology. Coimbatore on December 19,2019 o Attended a CSIR sponsored one day National Level seminar on “Deep Learning Techniques in Health Care Care Applications” at Hindusthan engineering coimbatore on August 28,2019 o Attended a workshop on “Cyber security awareness” at Department of Computer Science , NGM college pollachi on 8.01.2019. o Attended a workshop on “E-Content Development” at NGM college pollachi on 28 september 2018. o Attended a National Colloquium on Contemporary Trends in Bigdata Analytics” at UG Department of Computer Applications NGM college pollachi on 24 August 2017. o Attended a workshop on “Data science and Analytics” at Dr.MCET pollachi on Feb 7 &8,2017 o Attended a National Level workshop on “Soft Computing using MATLAB-A Practical approach” from August 26-27, 2013 at Kongu Engineering College, Erode. o Attended a workshop on “PHP with MYSQL” at NGM Collge on January 30-31, 2012. o Attended a National workshop on “SPSS: Advanced tools for Data analysis” held on September 29-30, 2011 at Nehru Arts and Science College, Coimbatore. o Attended a National Seminar on “ Research in Computers: Why,What and How? “ held at Bharathiar University, coimbatore on December 14,2010. o Attended a workshop on “MATLAB Fundamentals and Image Processing Toolbox” held on February 11-12, 2010 at GR Govindarajulu School of Applied Computer Technology, Coimbatore. o Attended a National Seminar on “Recession & its Impact on IT” conducted by GRD school of Information Technology & science on September 24,2009. o Attended a National Seminar on “Software Testing “ held at Vellalar College for Women, Erode on August 16-17, 2007. o Attended a training program on “Microsoft .NET” conducted at Karunya Deemed university, coimbatore from April 10-12, 2006. o Attended a National Seminar on “Recent Trends in Global Networking” sponsored by AICTE at Sree Saraswathi Thyagaraja College, Pollachi on Feb 14,2004. o Dr.B.Azhagusundari attended a one day FDP on “Gen Ai and Data Analytics for HEIs” in Association with Self financing arts and science & management college of Tamil nadu at Dr.SNS Rajalakshmi college of Arts and Science college Coimbatore on 05.01.2024 o Seven days FDP on Quality Education for Nation Building organized by SIIMS Pollachi 31.7.2023 to 8.8.2023 o Attended the Five Days Online FDP on ‘Emerging Trends in Data Analytics and Machine Learning’ from 18th Sep 2023 to 22nd Sep 2023 at Karunya university Coimbatore o 8 days FDP on AI Tools for Teachers organized by PG dept of Botany and Bsc CS(SF), NGM College from 7.8.2023 to 17.8.2023 o Dr.B.Azhagusundari attended a FDP “Quality Teaching strategies for outcome based education” at Bharathiar University college of arts and science Pollachi on 28.12.2018 o Participated in the Faculty Development programme “Towards Better Teaching” jointly organized by the department of Commerce with Computer Applications ,NGM college, Pollachi and UGC-Academic staff college, Bharathiar University Coimbatore on September 30,2006 at NGM Colleg,Pollachi. o Participated in the faculty Improvement Programme on “Classroom climate” jointly organized by the department of Commerce, NGM College and UGC-Academic staff college, Bharathiar University Coimbatore on April 2,2005 at NGM Colleg,Pollachi. o Attended a 5 Days National Level Virtual FDP on Data Analytics and Virsualization using tableau” organized by the dept of IT , Sri GVG College Udumalpet from 14.11.2022 & 18.11.2022 o Attended a 5 Days National Level Virtual FDP on Impact of Artificial Intelligence” organized by the dept of CS , Dr. SNS Rajalakshmi college coimbatore from 7.11.2022 & 11.11.2022 o Attended a Two Days International NAAC Sponsored National Virtual Seminar on Innovative strategies & Practices in Teachinf , Learning and Evaluation Process for Arts and science colleges towards new Education policy-2022 held on Nov 3&4,2022 o Attended a International Webinar on COVID impacts on Technology April 29,2020 at Computer science dept,NGM college speaker Mr.AnbuGanapathi senior vice president CTS,USA -4.30pm(zoom) o Attended a International Webinar ‘Real World of IT’ BCA dept NGMC on 02/05/2020 o Attended a International Webinar on Lead with Emotional Intelligence during COVID-19 organized by Department of Computer Science (SF), NGM College, Pollachi on 09/05/2020 o Attended a International Webinar on Health is Wealth organized by English dept (SF) NGM College pollachi 23/05/2020 o Attended a International Webinar on Blockchain Network in IOT Applications organized by Ayyanadar Janaki Ammal College, Sivakasi on 04/06/2020(Meet) o Attended a International webinar on Impact on COVID 19 on IT organized by Dr.SNS College of Arts and Science college Coimbatore 24.06.2020.(Meet) o Attended a International webinar on Recent Technologies in Computing organized by Dept of CS Bharathiar University Coimbatore August 7-8,2020 (Meet) o Attended a Four days webinar ‘An effective Research paper writing Skills’ April 13 to 16,2020 Bhagwan Mahavir University, Surat, Gujarat(FB Live) o Attended a Two Day Webinar on BlockChain & Ethereum ,SNMV College Coimbatore Apr 24-25,2020 Google Meet 4-5pm(Meet) o Attended a Webinar on Art of Achieving Teaching Excellence in Digital Era Organized by SIIMS Pollachi 04/05/2020 o Attended a Webinar on Use of Elsevier tools in research workflow organized by university of madras 05/05/2020 11.00 thru Zoom o Attended a Webinar on Industry 4.0: The New Normal organized by Edspire Co-ordinator VET Institute of Arts and Science, Erode on 1/05/2020(meet) o Attended a Webinar on Online Teaching and Learning organized by GTN ARTS COLLEGE May 9, 2020 12:30 PM India Zoom o Attended a Webinar on Impact of Covid on Economy and Management of Finances during this period organized by Shri Shankarlal Sundarbai shasun Jain college for women on 04/05/2020 5-6pm(zoom) o Attended a Webinar on Enhance your coding skills through Python organized by Sarada College for Women and Aaron Technologies on may 8,2020 11.00 am thru (Free conference call) o Attended a GAD-TLC of MHRD webinar on Towards Excellence in Higher Education in India April 29,2020: 3.00-5.30pm o Attended a Webinar on Data mining Techniques –current scenario organized by Ramu College of Arts and Science Pollachi on 26/05/2020 11-12 pm (Meet) o Attended a Webinar on Emerging Technologies organized by Ramu College of Arts and Science Pollachi on 27/05/2020 11-12 pm (Meet) o Attended a Webinar on Emotional Intelligence organized by G.T.N College Dindigul on 26.05.2020 (Meet) o Attended a Webinar Industry 4.0 Technologies organized by SNS College Coimbatore on 03.06.2020(Zoom) o Attended a Webinar on Urban community gardening the new social green projects organized by ST.Joseph’s College for women Tirupur on 27.05.2020(Zoom) o Attended a Webinar on Industry 4.0 Technology organized by IQAC Dr.SNS College of Arts and Science college Coimbatore 03.06.2020.(Meet) o Attended a Webinar on Angular 8.0 organized by The New College Chennai on 13.06.2020.(Meet) o Attended a webinar on covid 19 impact on education sector may 25,2020 o Attended a Webinar on Software Development Life cycle organized by P G Department of Computer science Sri Vinayaga College of arts and science college Ulundurpet on 20.6.2020 o Attended a webinar,” Machine Learning Techniques for Image Processing Approaches”, organized by the Department of Computer Science, Mother Teresa Women’s University on 19/06/2020 to 20/06/2020, o Attended a webinar on “ Research Paper To Patent Filing – A Road Map organized by Department of Computer Science, Vels Institute of Science, Technology and Advanced Studies, Pallavaram, Chennai on 25/06/2020. o Attended a Webinar, “Collaborative Learning Strategies And PracticesOrganized by School of Computing - PG, Sri Ramakrishna College of Arts and Science, Coimbatore ”, on 25/06/2020. o Attended a Webinar, “System and Procedures for NAAC Assessment” organized by the IQAC, NGM College, Pollachi on 26/06/2020. o Attended a webinar, "Institute to Industry - Transition", organized by Placement Cell & Internal Quality Assurance Cell (IQAC), St. Joseph’s College (Arts & Science), Kovur, Chennai on 25.06.2020. o Attended a National Level Webinar, “BlockChain Technology” organized by Department of Computer Science, Queen Mary’s College, Chennai on 29-06-2020. o Attended the Webinar on CLOUD COMPUTING AND ITS CHALLENGES organized by Loyola College of Arts & Science, Mettala on 02/07/2020 o Attended the Webinar on NLP with spaCy in python and tamil text Analytics Using python organized by Loyola College of Arts & Science, Mettala on 03/07/2020 and 04.07.2020 o Attended the Webinar on Industrial Applications of Machine Learning and Data Science organized by Capztone innovative Solution on 03.07.2020. o Attended the Webinar on Digital landscape organized by Edspire Co-ordinator VET Institute of Arts and Science, Erode on 04.07.2020. o Attended the Webinar on Digital Trends driving Industry 4.0 organized by Team Gyanamite 04.07.2020. o Attended the webinar returning challenges in IOT organized by SRM college Chennai 5.7.2020 o Attended the Webinar on skills development organized by IQAC NGM college pollachi on 6.07.2020 o Attended the Webinar on Full stack web development Technologies –An Overview organized by Francis Xavier Engineering college in association with cyber society of india chapter Vannarpettai, Tirunelveli. On 10.07.2020 74.1 Attended a Webinar on Corporate ethics organized by Sree Narayana Guru College Coimbatore on 12.07.2020 o Attended the Webinar on Quantum Computing and its applications organized by Francis Xavier engineering college Tirunelveni 13.07.2020 o Attended the Webinar on Data cleaning using Python organized by Government arts college Coimbatore on 14.07.2020 o Attended the Webinar on Industry expectations from engineers-An international scenario organized by Francis Xavier engineering college Tirunelveni 14.07.2020 o Attended the Webinar on virtual teaching and learning opportunities and challenges organized by KIIT Gurugram on 15/07/2020 o Attended the Webinar on steps to Entrepreneurship organized by Computer science SF NGM College pollachi 25/07/2020(Meet) o Attended the Webinar on Cyber awareness organized by New prince Sri Bhavani Arts and science college Chennai 15/07/2020 o Attended the Webinar on Business opportunities in Solid waste Management organized by SIIMS Pollachi.(Google Meet) 01.08.2020. o National Webinar on "ICT Enabled Pedagogy", organized by IQAC - Government College of Education, Pudukkottai on 06 August 2020 (Youtube Live). o Attended the Webinar on Introduction to Data Visualization and its Tools on organized by Department of Computer Science (Aided), NGM College, Pollachi 03.08.2020 (Microsoft Team). o One week online workshop on Refining customer experience with augmented reality and Virtual reality organized by P.E.V College of engineering mandya Karnataka August 17-21,2020 o Attended a National webinar on Coronavirus cure and Prevention in Siddha organized by Dept of History NGM College Pollachi on 29.08.2020. o Short term program recent trends in IT organized by BCA NGM College Pollachi from sep 4-10,2021 o Attended International webinar on cyber security in middle east organized by CS Dept (SF) dept NGM College Pollachi on Sep 3,2021 o Attended a National level webinar on Research Innovation and Ranking organized by IQAC Dr.SNS Rajalakshmi college of arts and science Coimbatore 08.09.2021 o Attended a Two days Online workshop on Basics of Research, writing Research papers, Academic research report writing, tools for research – Research cell Sankara college of science and commerce (9.4.20.20 to 10.4.2020) o Attended a National level e-workshop, “Administering Google forms and its add-ons for online academic programmes” organized by Central library, M.V.Muthiah Government Arts College for Women, Dindigul on 29/06/2020. o Attended a National level e-workshop, “Administering Google forms and its add-ons for online academic programmes” organized by Central library, M.V.Muthiah Government Arts College for Women, Dindigul on 29/06/2020. o Attended a International FDP on Develop the ability to write Research organized by AIMIT Bangalore on 24/04/2020 o Four day INTERNATIONAL FDP ON “CURRENT TECHNOLOGIES IN IT INDUSTRIES” organized by Computer science dept & ISO NGM College Pollachi, May 14-18 ,2020(Microsoft team) o Attended a Online Six days International FDP on Enhance your IT skills during quarantine organized by BISHOP APPASAMY COLLEGE Coimbatore to be held from 18th May 2020 to 23rd May 2020.(Meet) o Attended a 7 Days International Level FDP on Strategis Roadmap Towards Industry 4.0 organized by Computer science (SF) ,NGM College Pollachi from June 1-7 , 2020.(Meet) o Seven days international FDP on Artificial intelligence and machine learning organized by school opf computer science PPG college coimbatore june 28 to july 5,2021 o Seven days international FDP on Research perspectives on new age technologies organized by CS(SF) NGM college Pollachi from august 3-10,2021 o Attended a “One Week Faculty Development Programme on “Advanced Computing Technologies” organised by Department of Computer Science (SF) NGM College from 25.07.2022 to 31.07.2022. o Attended a Six Day FDP Organized by spoken tutorial IIT Bombay from 19 to 24 April 2020 remotely at Sri Krishna Arts and science, Coimbatore Certificate of Completion of R test organized – Sri Krishna arts and science by Suguna R with course material provided by the spoken tutorial project IIT BombayExam 25.04.2020) o Attended a Three days Online FDP “Leader – A Real role model” – BBA Department NGM College , April 16 to 18 ,2020(zoom) o Attended a FDP on Reengineering Higher Education : A Seemless knowledge management system for the university, SGTP Khalsa College under PMMNMTT of MHRT April22, 2020 o Attended a Three Day FDP on Recent trends in AI and Impact on teaching Professional ,April 22-24,2020 exam on 24/4/2020 Rathinam college of arts and science Coimbatore o Attended a Three Days FDP on Emotional Intelligence at KG College Coimbatore 28.04.2020, 30.04.2020 & 02.05.2020(Meet) o Attended a FDP on Data analysis &visualization of COVID-19 dataset using python organized by department of CS Jesusalem college of engineering Chennai in association with computational intelligence research foundation, Chennai on 07/05/2020 o Attended a One week Online FDP on Python through MOOCs-Spoken tutorial project IIT Bombay remotely Vellalar college Erode , April 23-29,2020 o Attended a Online FDP on Encountering challenges in Research Hindusthan college of Arts and science Coimbatore on 07/05/2020 o Attended a FDP - National Webinar (Live Interactions) organizedby IQAC under UGC PARAMARSH Scheme on “E-Learning and MOOCs in Higher Education and New Roles of Teachers” on Monday, 18 th May 2020 presented by Dr. Vimal Rarh, Project Head and Joint Director, GAD TLC of MHRD,Coordinator Organized by GVG College Udumalpet 18/05/2020(zoom) o Attended a FDP on " Data Science - Research Opportunities " organized by Sri Ramakrishna College of Arts and Science Coimbatore on 21.05.2020 3-4pm (Meet) o Attended a Three Day Faculty Development Programme on the topic “Research Prospects and promises of Deep Learning in problem solving” by Dr. P. Shanmugavadivu, Professor, Department of Computer Science and Applications, Gandhigran Rural Institute – Deemed University for May 19-21 2020 at 11AM to 12PM organized by MCA Dept NGM College Pollachi.(Facebook live) o Attended a 3 Days FDP on IT CLOUD ERP organized by BSc (IT) Dept NGM College Pollachi.(Webex) from 20/5/2020 to 22/05/2020. o Attended a 7 Days FDP on Innovation in information Technology post COVID19 May 21-27 ,2020 organized by BCA Dept NGM college Pollachi.(zoho) o Attended a 7 Days National Level FDP on Data Sciences organized by Computer science (SF) ,NGM College Pollachi from May 18-24 , 2020.(zoom) o Attended a Online FDP on Machine learning –The Next Generation aspects organized by SNS College Coimbatore on 04.06.2020(Meet) o Attended a FDP on Blended Learning in our new RAPID RESPONSE REALITY organized by SNS College Coimbatore on 21.05.2020(Meet) o Attended a FDP on Ethical conscience for a New Business Take organized by VET Institute of Arts and Science Erode on 6.6.2020(Meet) o Attended a Two days FDP on IoT Technology stack- Behind the scenes of IoT organized by KPR college Coimbatore from 9.6.2020 – 10.06.2020(Zoom) o Attended a National level online FDP on Python programming organized by Dept of computer science Government college for Women Kolar Karnataka in Association with Spoken tutorial IIT Bombay held from 5.6.2020 to 11.06.2020 o Attended a FDP on Python through Spoken tutorial Organized by ICT-e-LRC of Vellalar college for women from to April 23-26,2020 o Attended a FDP on Learning Pedagogy on Teaching & Assessment Tools organized by Sree Narayana Guru College Coimbatore from 17-25 June 2020. o Two days FDP on NLP in Data Science organized by St. Joseph Institute of Technology Chennai on 20-21 June 2020 o FIVE days FDP on How to face the post covid-19 scenarios organized by KPR college of Arts and science Coimbatore from July 6-10,2020 o Five Days FDP on "Recent Trends in Digital Technologies" organized by The American College, Department of Computer Science Madurai July 7-11,2020 o One week national level FDP on Cyber security organized by CBIT and MGIT in association with Supraja Technologies Telangana during july 7-12,2020 o Five Days FDP on "Mobile app development and Artificial Intelligence with MIT app inventor“ Organized by N.M.A.M Institute of Technology NITTE Karnataka from 13.07.2020 to 17.07.2020. o Attended a online FDP on Recent Research trends in Engineering perspective organized by Dept of CS,IT CIT Coimbatore August 12-13,2020(Meet) o Six days national level FDP on data science and big data analytics organized by school opf computer science PPG college coimbatore August 25-31,2021 o Five days national level FDP on Teaching and learning in digital era organized by school of computer science PPG College coimbatore august 16-20,2021 o Attended an one week FDP on Application perspectives in IOT from 20-27 sep 2021 organized by CS(SF) NGM college Pollachi o Attended an FDP on Research Avenues in Machine Learning organized by IQAC & Computer Applications (UG,PG) under PARAMARSH scheme, Ayya Nadar Janaki Ammal college Sivakasi from 21.09.2021 to 23.09.2021 o Attended an interdisciplinary online two week refresher course/FDP on Managing online classes and co creating Moocs from 04-18 September 2021 at Teaching learning centre Ramanujan college university of Delhi under PMMMNM. o Attended an interdisciplinary online two week refresher course/FDP on Computer Science from 02-16 May 2022 at Teaching learning centre Ramanujan college university of Delhi under PMMMNM

Books / Monograph

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Research Guidance

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MPhil - 3 completed PhD - 2 Completed PhD -1 Ongoing