Santhigiri College, Vazhithala, Thodupuzha, Idukki Dt., Kerala, India

Dr. Neetha Thomas

Assistant Professor

Qualification : MCA
neethathomas@santhigiricollege.com
953999361

Total Experience

12 years

Experience in Santhigiri College

10 years

Native Place

Purapuzha

Hobbies

listening to music

Past Experience

Software Engineer, NESS Technologies, Bengaluru

Santhigiri College, Vazithala

Area of specialization

Machine Learning,Deep learning

Awards / Achievements

Best paper award in IISTSD -2019, organized by KASC Coimbatore, India, Mahasarakham University, Thailand

Presentations / Participation of Conferences

Participated on International conference on Multidisciplinary approaches to SDG’s & Partners Meet on 10-13 January 2024, Organized by Rajagiri college of social sciences and Rajagiri Business school, Kerala.
Presented a paper on “Machine Learning-Based Classification of Autism Spectrum Disorder across Age Groups “in Second Computing Congress Organized by Advanced Computing Research Society December 2023
Presented a paper on “ A Deep Learning Methodology CNN-ADAM for the Prediction of PCOS from Text Report” in 7th International Conference on Computer Applications in Electrical Engineering-Recent Advances (CERA-2023) organized by Department of Electrical engineering ,IIT Roorkee India, October -2023
Attended one week online Faculty Development Program on Big Data and Analytics organized by Dr.B R Ambedkar National Institute of Technology Jalandhar from 3-7 April 2023.
Presented a paper A Review on COVID Mortality Prediction with Machine Learning Methods NCACC 2022
Presented a paper on A Review study on Ability and testing in software organization, ICACC 2022
Participated on “Effective Teaching Strategies in Higher Education” organized by St. Mary’s College, Puthanangadi from 6th September 2021 to 12th September 2021.
Presented a paper A Review on SEMLHI, International Journal of Science and Research, International Conference Proceedings[IPR], in NCACC 2021
Participated in Webinar in “Deep Neural Networks – An efficient architecture for image classification” organized by KMM College of Arts and Science on 14th July 2020.
Participated in Webinar in “Machine Learning” organized by Lourdes Matha College of Science and Technology on 20th August 2020.
Participated in National Web series “Data Science and AI” organized by Santhigiri College from 6th August 2020 to 8th August.
Participated on Three day International Workshop on Machine learning Techniques using Python on November 2021 Organized by A2Z EduLearningHub and Jain University
Presented a paper A Literature Inspection on Polycystic Ovarian Morphology in Women Using Data Mining Methodologies in NCACC 2020
Presented a paper Prediction of Polycystic ovarian syndrome with Clinical Dataset using a Novel Hybrid Data Mining Classification Technique on IISTSD -2019
Attended 10-day international workshop on Natural Language Processing and Machine Learning organized by Kerala state Government and ICFOSS, Trivandrum 2019.
Presented a paper Review on Prognosis of PCOS Using Nfrs, Hybrid Technique and Chi-Square Test in NCACC 2018
Workshop on Matlab Tools on 10 December 2015 organized by Santhigiri College of Computer Sciences in association with CSI Cochin Chapter
Presented a paper on Information System and Application: An Exploration of touch with Haptics.” Advanced computing and communication Technology 2012

Publications

Neetha Thomas,Resmi Karinattu Reghunathan, Poornima Nanjagoundan Palayam Venkidusamy, Gopalakrishna Kurup Raju,Bindhu” Machine Learning-Based Classification of Autism Spectrum Disorder across Age Groups”, Engineering Proceedings (an open access journal) indexed in scopus. ISSN 2673-4591
Neetha Thomas, B. P. Alapatt, K. Resmi and M. Jose, "A Deep Learning Methodology CNN-ADAM for the Prediction of PCOS from Text Report," 2023 7th International Conference on Computer Applications in Electrical Engineering-Recent Advances (CERA), Roorkee, India, 2023, pp. 1-6, doi: 10.1109/CERA59325.2023.10455723.
Dr. Neetha Thomas, Prithwiraj Prakash , Nakul S Kumar, “Cloud Gaming: Architecture and Performance",Volume 8 Issue 3, March-2023 IJSDR 2023.
Dr. Neetha Thomas, Nikhitha V , Pournami Raju, “Comparitive Study using different classifiers in Machine Learning in Ishaemic Heart Disease",Volume 8 Issue 3, March-2023 IJSDR 2023.
Dr. Neetha Thomas, Revathy VS, Sandra Sunny,“A Review on COVID Mortality Prediction with Machine Learning Methods." IJARSCT2022
Dr Neetha Thomas,Jotten ben john shamsiya shanavas, “A Review study on Ability and testing in software organization", IJARSCT2022
Neetha Thomas, Bibin Baby, Alan Sunil, A Review Analysis on Smart Contract Vulnerabilities Using Blockchain, International Journal of Science and Research, International Conference Proceedings[IPR], Feb 20,2021
Neetha Thomas, Anjana Yasodharan, Elda Dani, Machine Learning Methodology With Software Engineering In Health System: A Review On SEMLHI,, International Journal of Science and Research, International Conference Proceedings[IPR], Feb 20,2021
Neetha Thomas, Dr.A.Kavitha, “Prediction of PCOS in Women Using RNN- LSTM a Deep Learning Methodology”, Kala Sarovar, ISSN: 0975-4520 (Vol-23 No.04 (VI) October-December 2020 Page 101 (UGC Care Group-1 Journal).
Neetha Thomas and Dr. A. Kavitha, “Prediction of Polycystic Ovarian Syndrome with Clinical Dataset Using a Novel Hybrid Data Mining Classification Technique”, International Journal of Advanced Research in Engineering and Technology (IJARET) 2020. ISSN Online: 0976-6499, Volume:11, Issue: 11, Pages: 1872-1881 (SCOPUS).
Neetha Thomas, Dr.A.Kavitha, “An Effectual Polycystic Ovarian Syndrome Detection Model Using SVM Optimization With Tabu Search”, Journal Of Advanced Research In Dynamical And Control Systems ISSN-1943-023X, Vol. 12, 04-Special Issue, Page Nos. 509-521 and year of publication March 2020 (SCOPUS).
Neetha Thomas, Dr.A.Kavitha, “A Review On Prognosis Of PCOS Using NFRS, Hybrid Technique And Chi-Square Test”, Proceedings Of National Conference on Advanced Computing And Communication Technology ISBN:97893-52886-869, February 2018.
Neetha Thomas, Dr.A.Kavitha, “A Literature Inspection On Polycystic Ovarian Morphology In Women Using Data Mining Methodologies”, International Journal of Advanced Research in Computer Science, Volume 9, No. 1, Jan-Feb 2018 (UGC).
Neetha Thomas “Information System and Application: An Exploration of Biomechanics of Touch with Haptics” Conference Proceedings -National Conference Of Advanced Communication & Computing (NCACC),November 2012 ISBN:978-81-9245-812-0

Conference Chair & Resource Person

National Conference on Advanced Computing and Communication (NCACC -2020) Santhigiri College Vazhithala.
A Session on - How to Ace an Interview, Government Polytechnic College, Purapuzha organized by Santhisoft Technologies – 2023
National Conference on Emerging Computing Applications (NCECA -2023),Amal Jyothi College of Engineering, &ACM kottayam.
Conference paper Reviewer.

Certifications

Best Oral Presentation- IISTSD -2019, organized by KASC Coimbatore, India, Mahasarakham University, Thailand

Reviewer

Reviewer ICSSST -2023, organized by CHRIST (Deemed to be university) Bangalore and Modern College of Business and science Muscat, Oman
Reviewer NCECA -2023, organized by Amal Jyothi College of Engineering, in Association with ACM kottayam professional chapter, ISTE Kerala on 4& 5 May 2023
Reviewer 9th International Conference on Smart Computing and Communication (ICSCC 2023), organized by Muthoot Institute of Technology and Science & Association with IEEE kerala section August 17-19 2023
Reviewer for International Conference on Artificial Intelligence, Communication, IoT, Data Engineering and Security(IACIDS 2023),Organized by CHRIST (Deemed to be university),Pune.

Conference Chair & Resource Person: Santhigiri College Vazhithala, - NCACC 2020
Resource Person: Santhisoft Technologies – 2023
Conference Chair: NCECA -2023, Amal Jyothi College of Engineering, &ACM kottayam

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