Achievements of the Faculty
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AI&ML Faculty MARIA SHANTHI J was nominated as the Single Point of Contact (SPOC), SWAYAM NPTEL Local Chapter.
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ACADEMIC YEAR - 2024-2025
List of R&D Publications (Dr.G.Arun Sampaul Thomas)
https://scholar.google.com/citations?hl=en&user=UU42vyYAAAAJ&view_op=list_works&sortby=pubdate
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S.No. |
Publication Category |
Publication Details |
DOI |
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Book Chapter |
Arun Sampaul Thomas, et al. (2024). “Unleashing the power of XAI empowering decision-making and overcoming challenges in smart healthcare automation” Explainable AI (XAI) for Sustainable Development: Trends and Applications (1st ed.). CRC Press, June 2024, ISBN: 1040038832, 9781040038833, 334 pages. (Scopus Indexed) |
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Book Chapter |
Arun Sampaul Thomas, et al. (2024). “Artificial Intelligence governance and comprehensibility. In Renewable energy systems” Explainable AI (XAI) for Sustainable Development: Trends and Applications (1st ed.). CRC Press, June 2024, ISBN: 1040038832, 9781040038833. (Scopus Indexed) |
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Book Chapter |
Arun Sampaul Thomas, et al. (2024). “A Review of Green IT, Computing-Enabled, Sustainability-Based Cities: Nurturing Living Standards” Green Computing for Sustainable Smart Cities: A Data Analytics Applications Perspective (1st ed.). CRC Press (Scopus Indexed), March’24 |
List of R&D Publications (Dr.Amit Gupta)
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S.No. |
Publication Category |
Publication Details |
DOI |
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Scopus IEEE Conference |
P. S. Rao, S. S. Kumar, N. Habeeb, H. Sharma and A. Gupta, "Chronic Kidney Disease Patients in Predicting Renal Function Decline Integration of Machine Learning Techniques," 2024 4th International Conference on Intelligent Technologies (CONIT), Bangalore, India, 2024, pp. 1-6, doi: 10.1109/CONIT61985.2024.10626029. |
https://ieeexplore.ieee.org/document/10626029
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Scopus IEEE Conference |
Amit Gupta, Shashi Kant Dargar, Abha Dargar ,Arun Singh Chouhan,” An Effective Investigation On Implementtation Of Different Learning Technique Used For Heart Disease Predection” 11 TH INTERNATIONAL CONFERENCE ON RELABILITY ,INFOCOM TECHNOLOGY AND OPTIMIZATION-2024 ,978-8-3503-5035-7/24, DOI: 10.1109/ICRITO61523.2024.10522150, May’24 |
https://ieeexplore.ieee.org/document/10522150
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Scopus Journal |
Amit Gupta, Movva Pavani,,Shashi Kant Dargar, Abha Dargar,, Arun Singh Chohan,”Improved Extreme Learning Machine Based Hunger Games Search for Automatic IP Configuration and Duplicate Node Detection machine learning”, Journal of Communication, Scopus id ISSN: 1796- 2021 (Online); 2374-4367 (Print), March’24 |
Doi: 10.12720/jcm.19.3.152-160 |
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SCI Journal |
Sudheer Mangalampalli, ,Hahmi B, Amit Gupta, Ganesh Reddy Karri, TulikaChakrabarti, Sri Hari Nallamala, Chakrabarti Prasun, Bhuvan Unhelkar, MartinMargala”, Multi Objective Prioritized workflow scheduling using Deep reinforcement based Learning in Cloud Computing” IEEE Access - Manuscript ID Access- 2023-30660, Jan’24 |
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10382514 |
List of R&D Publications (Mr. S. Sathish Kumar)
https://scholar.google.co.in/citations?hl=en&user=N6YTa2MAAAAJ&view_op=list_works&sortby=pubdate
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S.No. |
Publication Category |
Publication Details |
DOI |
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Scopus IEEE Conference |
P. S. Rao, S. S. Kumar, N. Habeeb, H. Sharma and A. Gupta, "Chronic Kidney Disease Patients in Predicting Renal Function Decline Integration of Machine Learning Techniques," 2024 4th International Conference on Intelligent Technologies (CONIT), Bangalore, India, 2024, pp. 1-6, doi: 10.1109/CONIT61985.2024.10626029. |
https://ieeexplore.ieee.org/document/10626029
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Book Chapter |
S Sathish Kumar, et al. “A Review of Green IT, Computing-Enabled, Sustainability-Based Cities: Nurturing Living Standards” Green Computing for Sustainable Smart Cities: A Data Analytics Applications Perspective (1st ed.). CRC Press (Scopus Indexed), March’24 |
Patent Details:
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Sl. |
Title of Patent |
Name of the Faculty |
Patent Details |
Status |
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1 |
Attention Mechanism for Improved Memory and Computation Efficiency in Transformer Networks.
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German Patent Deutsches Patent – und Markenamt Application no. 2023110722303100DE Filed on: 07.11.2023 Published on 11.12.2023
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Filed and published |
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2 |
SELF-ADJUSTING MACHINE LEARNING PIPELINE FOR FINANCIAL FORECASTING |
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Indian Patent Application No.202341074353 A, Date of filing of Application :31/10/2023 Publication Date: 15/12/2023 |
Filed and published |
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Sl. No |
Name of the Faculty & Designation |
Date |
Type of achievement |
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1 |
Dr. G. Arun Sampaul Thomas Mr. S. Sathish Kumar Mrs. Beulah J Karthikeyan |
Nov’24 |
Dr. Arun Sampaul Thomas. G., Sathish Kumar, S., Beulah Karthikeyan J. (2024). Digital Infrastructure Assessment and Digital Asset Management: Tools for Decomposition and Efficient Communication in the Fashion Industry. Illustrating Digital Innovations Towards Intelligent Fashion. Information Systems Engineering and Management, vol 18. Springer, Cham. https://doi.org/10.1007/978-3-031-71052-0_25. Springer Book Chapter (Scopus Indexed) |
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Dr. G. Arun Sampaul Thomas Dr. Amit Gupta |
Nov’24 |
Dr. Arun Sampaul Thomas. G, Dr. Amit Gupta et al., "Emotion Classification in Voice Data Using Different Machine Learning Methods," 2024 Second International Conference on Advances in Information Technology (ICAIT), Chikkamagaluru, Karnataka, India, 2024, pp. 1-7, doi: 10.1109/ICAIT61638.2024.10690711. (IEEE Proceedings – Scopus Indexed) |
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3 |
Dr. G. Arun Sampaul Thomas Dr. Amit Gupta |
Nov’24 |
Dr. Arun Sampaul Thomas. G, Dr. Amit Gupta et al., "Machine Learning Technique Enabled Learning Methodology for Human Depression Prediction," 2024 Second International Conference on Advances in Information Technology (ICAIT), Chikkamagaluru, Karnataka, India, 2024, pp. 1-6, doi: 10.1109/ICAIT61638.2024.10690553. (IEEE Proceedings – Scopus Indexed) |
ACADEMIC YEAR - 2023-2024
List of R&D Publications (Dr.G.Arun Sampaul Thomas)
https://scholar.google.com/citations?hl=en&user=UU42vyYAAAAJ&view_op=list_works&sortby=pubdate
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1 |
Dr. G. Arun Sampaul Thomas & Mr. S. Sathish Kumar, et al.. |
“Predictive Analytics of Climate Change The Future of Global Warming Lies in Data Analytics” (Dec 2023).. |
Predictive Analytics in Smart Agriculture (1st ed.) |
eBook ISBN: 9781003391302 |
CRC Press. (Scopus Indexed) |
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2 |
Dr. G. Arun Sampaul Thomas, et al..
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“Broad Framework of Digital Twins in Agricultural Domain” (Dec 2023). |
Predictive Analytics in Smart Agriculture (1st ed.) |
eBook ISBN: 9781003391302 |
CRC Press. (Scopus Indexed) |
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Dr. G. Arun Sampaul Thomas & Mr. S. Sathish Kumar, et al.. |
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Handbook on Federated Learning: Advances, Applications and Opportunities (1st ed.). |
eBook ISBN: 9781003384854 |
CRC Press. (Scopus Indexed)
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Sl. No |
Name of the Faculty & Designation |
Date |
Type of achievement |
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1 |
Dr.G. Arun Sampaul Thomas |
06-07-2023 |
Certificate of Appreciation from NPTEL for being Active SPOC of Swayam-NPTEL Local Chapter [Jan- April 2023] |
Papers Published by faculty in Journals:
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Name of the Author(s) |
Name of the Journal |
Title of the paper |
Indexed in |
Vol. No and Page nos. |
ISBN/ ISSN |
Date |
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Dr.G. Arun Sampaul Thomas & Mr.S.Sathish Kumar |
International Journal of Image and Graphics. |
Classification and Analysis of Pistachio Species Through Neural Embedding-Based Feature Extraction and Small-Scale Machine Learning Techniques |
Scopus |
Online ready |
Online ready |
02-03-2023 |
Patent Details:
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Sl. |
Title of Patent |
Name of the Faculty |
Patent Details |
Status |
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1 |
Attention Mechanism for Improved Memory and Computation Efficiency in Transformer Networks.
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German Patent Deutsches Patent – und Markenamt Application no. 2023110722303100DE Filed on: 07.11.2023 Published on 11.12.2023
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Filed and published |
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2 |
SELF-ADJUSTING MACHINE LEARNING PIPELINE FOR FINANCIAL FORECASTING |
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Indian Patent Application No.202341074353 A, Date of filing of Application :31/10/2023 Publication Date: 15/12/2023 |
Filed and published |
AI&ML – Staff Sports Achievements
