Dr. S. Visalakshi

Assistant Professor (Contract)

Department of Computer Science

School of Physical Sciences and Computational Sciences

Contact: 8754013555

visalakshi_cs@avinuty.ac.in

visaraji@gmail.com

Qualification

MCA., M.Phil., Ph.D

Experience

8 Years, 3 months

Specialization

Data Mining, Image Processing

Research Profile

Publications

Book Chapters (1)

1. S.Visalakshi and V.Radha (2015), “An Enhanced K-Means Clustering Based Outlier Detection Techniques to Improve Water Contamination Detection and Classification”, Smart Innovation, Systems and Technologies 31, DOI:10.1007/978-81-322-2205-7_29, Computational Intelligence in Data Mining © Springer Publications, Vol.1, ISBN: 978-81-322-2204-0 (Print) 978-81-322-2205-7 (Online), 2015, pp.303-313.

Journal Publications (Give numbers)

  1. S.Visalakshi and V.Radha, “A Hybrid Filter And Wrapper Feature Selection Approach For Detecting Contamination in Drinking Water Management System”, (July 2017), Journal of Engineering Science and Technology, Vol. 12, No. 7, pp.1819 – 1832, ISSN: 1823-4690 (Web of Science).

  2. S.Visalakshi and V.Radha, “Enhancing SVM Classifier for Water Contamination Detection using Data Mining and Machine Learning Techniques”, International Journal of Applied Engineering Research, ISSN: 1087-1090, Special Issues, Vol. 10 No.92 (2015),© Research India Publications, pp. 296-301, (Annexure II).

  3. S.Visalakshi and V.Radha, “Wrapper based Feature Selection and Classification for Real Time Dataset”, International Journal of Emerging Technologies in Computational and Applied Sciences, ISSN (Print): 2279-0047 ISSN (Online): 2279-0055, Vol. 12 (3), March-May 2015, pp: 306-311, ICV: 5.80.

  4. S.Visalakshi and V.Radha, “Drinking Water Quality Management and Monitoring – A Study”, (October 2013), International Journal of Current Research, ISSN: 0975-833X, Vol. 5, Issue.10, pp: 3125-3127.

  5. S.Visalakshi and V.Radha, “Anomaly Detection and Applications – A Study”, (October 2013), International Journal of Recent Scientific Research, ISSN: 0976-3031, Vol. 4, Issue.10, pp: 1548-1550, Impact Factor.3.0.

Conference Publications (10)

    1. Presented a paper on “Integrated Framework to Identify the Presence of Contamination in Drinking Water” at the 2017 IEEE International Conference on Computational Intelligence and Computing Research organized by IEEE Podhigai Edition in Tamilnadu College of Engineering, Coimbatore-641 659, India on December 14th – 16th 2017, IEEE, DOI: 10.1109/ICCIC.2017.8524155, ISBN: 978-1-5090-6621-6, pp.1-5, © IEEE Publications, 2018 (Scopus Indexed).

    2. Presented a paper on “ Enhancing SVM Classifier for Water Contamination Detection using Data Mining and Machine Learning Techniques”, at the 2nd International Conference on Researches in Science, Management and Engineering (ICRSME 2016) organized by International Organization of Scientific Research and Development, Tamilnadu, Coimbatore at Hotel CAG Pride, 3Star, #312, Bharathiyar Road, Coimbatore 641 044, India on 18th& 19th February 2016.

    3. Presented a paper on “An Enhanced K-Means Clustering Based Outlier Detection Techniques to Improve Water Contamination Detection and Classification”, at the International Conference on Computational Intelligence in Data Mining (ICCIDM 2014) organized by Veer Surendra Sai University of Technology, Odisha, Burla, India on 20th and 21st December 2014, Smart Innovation, Systems and Technologies 31, DOI:10.1007/978-81-322-2205-7_29, Computational Intelligence in Data Mining © Springer Publications, Vol.1, ISBN: 978-81-322-2204-0 (Print) 978-81-322-2205-7 (Online), pp: 303-313, 2015.

    4. Presented a paper on “A Literature Review of Feature Selection Techniques and Applications”, at the International Conference on Computational Intelligence and Computing Research (2014 IEEE ICCIC)”, organized by Park College of Engineering and Technology, Coimbatore, India on 18th and 20th December, 2014, IEEE Catalog Number: CFP1420J-PRT, DOI: 10.1109/ICCIC.2014.7238499, ISBN: 978-1-4799-3974-9, pp.1-6, © IEEE Publications, 2014.

    5. Presented a paper on “Outlier Detection Techniques and Approaches in Data Mining – A Review”, at the International Conference on Emerging Research in Computing, Information, Communication and Applications (ERCICA-2014)”, organized by Nitte Meenakshi Institute of Technology (NMIT), Bangalore, India on 1st and 2nd August, 2014, Vol.1, ISBN: 9789351072607, Pp.488-494, © Elsevier Publications, 2014.

    6. Presented a paper on “KNN with pruning algorithm for simultaneous classification and missing value handling” at the 2014 IEEE International Conference on Innovations in Engineering and Technology (ICIET’14) organized by K.L.N. College of Engineering and Technology, Madurai, Tamil Nadu, India on 21st and 22nd March 2014, International Journal of Innovative Research in Science, Engineering and Technology, ISSN (Online): 2319 – 8753, ISSN (Print): 2347 – 6710, Volume 3, Special Issue 3, M.R. Thansekhar and N. Balaji (Eds.), pp: 1781-1786, Impact Factor: 5.442.

    7. Presented a paper on “Nanotechnology in Memory Devices” at the National Technical Symposium “Insiprat 2kb” organized by Department of Electronics and Communication Systems, Nehru Arts & Science College, Coimbatore on 10th January 2012.

    8. Presented a paper on “Artificial Intelligence and Other Approaches to Speech Understanding: Reflections on Methodology ” at the National Technical Symposium “Insiprat 2kb” organized by Department of Electronics and Communication Systems, Nehru Arts & Science College, Coimbatore on 10th January 2012.

    9. Presented a paper on “Web Mining – Agent Based Intelligent System” at the National Level Conference on “Advanced in Computing & IT (NCACIT10)” organized by Department of Computer Science & Applications, Nehru Arts & Science College, Coimbatore on 5th and 6th February 2010.

    10. Presented a paper on “A Study on Agent-Oriented Software Engineering” at the International Conference on “Information Systems and Computer Engineering”, organized by the department of MCA, R.V. College of Engineering, Bangalore & Department of Computer Science, Avinashilingam University for Women, Coimbatore on 5th and 6th October 2007.


Awards and Achievements

  1. Best paper award for the paper entitled, “Integrated Framework to Identify the Presence of Contamination in Drinking Water” at the 2017 IEEE International Conference on Computational Intelligence and Computing Research organized by IEEE Podhigai Edition in Tamilnadu College of Engineering, Coimbatore-641 659, India on December 14th – 16th 2017.


Academic and other responsibilities

Details of Seminar/Conference/Workshop/Guest Lecturer Organized at State/National/ International Level:

State Level:

  1. Organized a Free eye camp and free check-up for sugar and blood pressure by lotus and thulasi pharmacy for Nambiazhaganpalayam, Vedapatti Panchayat, Coimbatore adopted village on 05.01.2019, Unit-21, Department of Computer Science, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore.

  2. Organized seminar for NSS volunteers (Unit -21) entitled as “Role of Woman in social Progress” Nambiazhaganpalayam, Vedapatti Panchayat, Coimbatore, Unit-21 on 07.01.2019, Department of Computer Science, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore.

  3. Organized seminar entitled as “Awareness Programme on Girl Safety – Stay Safe” on 22/07/2019 for Unit- 21, Department of Computer Science, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore.

  4. Organized seminar entitled as “Career Guidance” for Unit- 21 & Unit-9, Department of Computer Science, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore.

  5. Organized a seminar on “Health tips on nutrition”, for NSS Volunteers, Somayanur, 22 Nanjundapuram Panchayat, Coimbatore adopted village on 21.01.2020, Unit-21, Department of Computer Science, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore.

  6. Organized awareness programme to NSS volunteers entitled as “Don’t search faces in social media” Somayanur, 22 Nanjundapuram Panchayat, Coimbatore adopted village on 21.01.2020, Unit-21, Department of Computer Science, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore.

  7. Organized a talk entitled as “What are the challenges faced by youth”, for NSS Volunteers, Somayanur, 22 Nanjundapuram Panchayat, Coimbatore adopted village on 23.01.2020, Unit-21, Department of Computer Science, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore.

  8. Organized a talk entitled as “Magnificence of Positive Thoughts to Volunteers”, for NSS Volunteers, Somayanur, 22 Nanjundapuram Panchayat, Coimbatore adopted village on 24.01.2020, Unit-21, Department of Computer Science, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore.

  9. Organized “Story Telling” on 08.01.2020 for panchayat school students Nambiazhaganpalayam, Vedapatti Panchayat, Coimbatore, Unit-21, Department of Computer Science, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore.

  10. Organized seminar entitled as “Health, Hygiene and Hormonal Imbalance” on 09.01.2020 Nambiazhaganpalayam, Vedapatti Panchayat, Coimbatore, Unit-21, Department of Computer Science, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore.

  11. Organized a Free eye camp and free check-up for sugar and blood pressure by lotus and thulasi pharmacy for Somayanur, 22 Nanjundapuram Panchayat, Coimbatore adopted village on 25.01.2020, Unit-21, Department of Computer Science, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore.

  12. Organized awareness programme to NSS volunteers entitled as “About Personality Development” Somayanur, 22 Nanjundapuram Panchayat, Coimbatore adopted village on 26.01.2020, Unit-21, Department of Computer Science, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore.

  13. Organized a rally for Special Outreach Programme on Swachh Bharat Mission, Somayanur, 22 Nanjundapuram Panchayat, Coimbatore adopted village on Unit-21, Department of Computer Science, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore.

  14. Organized a awareness programme through online for COVID-19 on 22/03/2020 to NSS volunteers, Unit – 21, Department of Computer Science, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore.

National Level:

  1. Convener, for the event ESISTENZA-11 (South zone Inter School competition), organized by Nehru Arts and Science College, Coimbatore.

  2. Organizing committee, NCACIT10, NCACIT11 (National Conference on Advances in computing & IT).


Administrative Portfolio:

  1. Member, IEDC (Innovation Entrepreneurship development Cell), Extension of TBI Technopark, Tiruvandrum, Nehru Arts and Science College, Coimbatore.

  2. Core Committee member, ESISTENZA-09, ESISTENZA-10 (South zone Inter School competition).

  3. Mobile Squad Member in Nehru Arts and Science College, Coimbatore from 2009 to 2011.

  4. Hostel Committee Member, in Nehru Arts and Science College, Coimbatore from June 2009 to June 2010.

  5. Core Committee Member for 12th Annual Sports Meet 2011, organized by Nehru Arts and Science College, Coimbatore.

  6. Committee member in Anti-Ragging Committee in Nehru Arts and Science College, Coimbatore from 2010 - 12th April 2012.

  7. In charge for ICT Academy in Nehru Arts and Science College, Coimbatore from 2011 till 12th April 2012.

  8. Various File Maintenance in the department of Computer Application, Nehru Arts and Science College, Coimbatore from 2008-2012.

  9. Discipline Committee member in Nehru Arts and Science College, Coimbatore from January 2012 – 12th April 2012.

  10. Placement Coordinator for Nehru Arts and Science College in 2009.

  11. Representative for SC/ST Scholarship, Nehru Arts and Science College, Coimbatore.

  12. Member in Sankara Research Cell from 12/12/2016-11/06/2017, Sankara College of Science and Commerce, Coimbatore.

  13. Member in IQAC, Department of Computer Science, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore.

  14. APO in NSS, Department of Computer Science, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore from 25/12/2018 to 08/05/2020.

  15. PO in NSS, Department of Computer Science, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore from 01/08/2020 to till date.

  16. Member in NAAC, Department of Computer Science, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore.

  17. Served as admission committee member for BCA programme in the year 2018.

  18. Served as admission committee member for B.Voc (AI & ML) programme from 2019 to till date.

  19. Member in timetable committee member for B.Voc (AI & ML) programme from 2019 to till date.