Ministry of Education
Sumathi S
VIDWAN ID: 284258

Dr Sumathi S

Female Doctor of Philosophy
Associate Professor | Department of Artificial Intelligence and Data Science
Sri Eshwar College of Engineering (2022)
Tamil Nadu
Expertise: Computer Science Artificial Intelligence
ORCID 0000-0001-6753-6094 Scopus 57920998000 Google Scholar Lqf1ALQAAAAJ
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16 Publications
0 Projects
14 Scopus Citations
12 CrossRef
18 Years 6 Months Total Experience
Publications
16 Total
Articles
5
Chapters
4
Proceedings
7
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Scopus Scopus
14 Citations
2 h-index
CrossRef CrossRef
12 Citations
2 h-index
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Personal Details

Doctor of Philosophy
2021
National College of Ayurveda
Master of Engineering
2011
N/A
Bachelor of Engineering
2004
N/A
Associate Professor
Jun 2022 – —
Sri Eshwar College of Engineering | Department of Artificial Intelligence and Data Science
Assistant Professor (Senior Grade)
Jun 2015 – Jun 2022
Sri Ramakrishna Institute of Technology | Department of Computer Science and Engineering
Assistant Professor - Selection Grade
May 2011 – Jun 2015
United Institute of Technology
Lecturer - Senior Scale
Dec 2004 – Apr 2011
M.P.Nachimuthu M.Jaganathan Engineering College
Engineering and Technology
Computer Science Artificial Intelligence

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Scholarly Publications

Improved optimizer with deep learning model for emotion detection and classification

Open Access
Journal Article
Mathematical Biosciences and Engineering. Year: 2024. Volume: 21 , Issue: 7 , Pages: 6631-6657 .
Authors: Joseph, W.C.; Kathrine, G.J.W.; Shanmuganathan, V.; Sumathi, S.; Pelusi, D.; Valencia, X.P.B.; Verdú, E.
DOI 10.3934/mbe.2024290 Crossref Crossref: 4 Scopus Scopus: 7

A Smart Pill Dispenser with Real Time Alerts, Remote Access, and Enhanced Safety

Conference Paper
Year: 2024. Pages: 39-42 .
Authors: S. Vimal; S.Vishnu Shiva Prakash; P.S. Surendar; R. Veeravasanthan; S. Sumathi
DOI 10.1109/ICCIRT59484.2024.10921885 Crossref Crossref: 1 Scopus Scopus: 1

GA-PoW: a novel genetic algorithm-based proof of work approach for optimal nonce selection in blockchain network

Journal Article
International Journal of Information Technology. Year: 2025.
Authors: P. V. Arunasree; Uma Jothi; S. Sumathi
DOI 10.1007/s41870-025-02920-3 Crossref Crossref: 1 Scopus Scopus: 1

An Innovative Solution for Battery Draining in 5G Devices Using Alternate Routing Model

Open Access
Journal Article
INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS (ELECTRONIC). Year: 2022. Volume: 2022 .
Authors: M. Sivasubramanian; J. Vignesh; V. Senthil kumar; S. Sumathi; R. Sathish; Kumar Parasuraman; B Santhosh Kumar; M Kathirvelu; Leena Bojaraj; Srihari K; Negasi Tsegay Sbhat
DOI 10.1155/2022/8924801 Crossref Crossref: 4 Scopus Scopus: 3

Dynamic wavelet transform normalized multi scale dense attention UNet with Binary Horse Herd Optimization for osteosarcoma diagnosis

Open Access
Journal Article
Scientific Reports. Year: 2026. Volume: 16 , Issue: 1 .
Authors: S. Sumathi; R. Maheswari; A. Suresh Babu; S. Murugesan
DOI 10.1038/s41598-026-43015-8

Combining artificial neural networks and association rule mining for sequential pattern discovery

Book Chapter
Year: 2026. Volume: 142 , Pages: 379-393 .
Authors: Nisha Soms; David Samuel Azariya; S. Sumathi; Senthil Babu
DOI 10.1016/bs.adcom.2025.09.003

Inhale Insight: A Data-Driven Approach to Breathing Pattern Analysis

Conference Paper
Year: 2026. Pages: 974-980 .
Authors: Sandhya G; Krishna Paresh Raichura; Sreejha J; Srimathi B; Sivanithishkumar D; Sumathi S
DOI 10.1109/ICSADL67539.2026.11451899

Prediction of Risk Factors from Gastric Cancer Genetic Data Using Machine Learning

Open Access
Journal Article
Human-Centric Intelligent Systems. Year: 2025. Volume: 5 , Issue: 4 , Pages: 514-530 .
Authors: Brindha Senthil Kumar; Sumathi Shanmuganandam; Nachimuthu Senthil Kumar; Samuel Lalhruaizela; Lal Hruaitluanga; Lal Hmingliana
DOI 10.1007/s44230-025-00118-1
Showing 1 to 8 of 16 publications