Shobarani R
VIDWAN ID: 223043

Dr Shobarani R

Female Doctor of Philosophy
Professor | Department of Computer Science and Engineering
Dr. M.G.R. Educational and Research Institute
Tamil Nadu
Expertise: Computer Science Artificial Intelligence
38 Publications
0 Projects
164 Scopus Citations
136 CrossRef
18 Years 1 Month Total Experience
Publications
38 Total
Articles
19
Chapters
12
Proceedings
7
Activity

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Scopus Scopus
164 Citations
5 h-index
CrossRef CrossRef
136 Citations
5 h-index
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Professional Recognition

Multidisciplinary Research and Development
2023
UiTM - Malaysia
Excellence in Research (Female
2023
Society for Intelligent Systems
Research
2023
Dr. M.G.R Educational and Research Institute

Community & Membership

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Personal Details

Doctor of Philosophy
2014
Aditya Renewables
Professor
Aug 2008 – Present
Dr. M.G.R. Educational and Research Institute | Department of Computer Science and Engineering
Engineering and Technology
Computer Science Artificial Intelligence

Related Profiles

Scholarly Work

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HYBRID STRATIFICATION METHODOLOGY FOR CLASSIFICATION AND ESTIMATION OF PADDY SEED QUALITY AND GERMINATION RATE USING CMAC AND CONTEXTUAL CLUSTERING

University Dr. M.G.R. EDUCATIONAL AND RESEARCH INSTITUTE
Year 2022
Downloads 0

OPTIMIZING RANDOM FOREST IN PREDICTIVE ANALYTICS WITH JENESIS INDEX-A UNIQUE SPLITTING STRATEGY ON AN UNBALANCED DATASET

University Dr. M.G.R. EDUCATIONAL AND RESEARCH INSTITUTE
Year 2022
Downloads 0

A NOVEL APPROACH USING K-MEANS DECISION TREE ENHANCED WITH PARTICLE SWARM OPTIMIZATION AND MULTI-FEATURE LEARNING FOR SKIN CANCER ANALYSIS

University Dr. M.G.R. EDUCATIONAL AND RESEARCH INSTITUTE
Year 2023
Downloads 0

AN ENHANCED GLAUCOMA DETECTION AND CLASSIFICATION ON MEDICAL IMAGES WITH IMPROVED CH ALGORITHM AND DEEP LEARNING TECHNIQUES

University Dr. M.G.R. EDUCATIONAL AND RESEARCH INSTITUTE
Year 2023
Downloads 0

RANDOM WALK PARTICLE SWARM OPTIMIZATION AND BAT ENHANCED PROBABILISTIC NEURAL NETWORK BASED APPROACH FOR HEART ATHEROSCLEROSIS DETECTION AND CLASSIFICATION

University Dr. M.G.R. EDUCATIONAL AND RESEARCH INSTITUTE
Year 2023
Downloads 0

ROBUST PRINCIPAL COMPONENT ANALYSIS, MULTI-FEATURED TENSOR SUBSPACE LEARNING AND PARTICLE SWARM OPTIMIZATION FOR HUMAN ANOMALY ACTION DETECTION IN VIDEO SURVEILLANCE

University Dr. M.G.R. EDUCATIONAL AND RESEARCH INSTITUTE
Year 2024
Downloads 0

ANALYSIS AND IMPLEMENTATION OF NATURE-INSPIRED DEEP LEARNING TECHNIQUES FOR EFFICIENT TOMATO PLANT LEAF DISEASE DETECTION AND CLASSIFICATION

University Dr. M.G.R. EDUCATIONAL AND RESEARCH INSTITUTE
Year 2024
Downloads 0

PLANT LEAF DISEASE DETECTION USING CARNIVOROUS PLANT INTELLIGENT BEHAVIOUR FOR SOLVING GLOBAL OPTIMIZATION PROBLEMS

DR. MGR EDUCATIONAL AND RESEARCH INSTITUTE
- Patent No. : D/ 61561 Filed : 16-07-2021
Published : 30-07-2021 Published

Scholarly Publications

Alzheimer’s disease classification using hybrid Alex-ResNet-50 model

Journal Article
International Journal of Bioinformatics Research and Applications. Year: 2024. Volume: 20 , Issue: 6 , Pages: 531-555 .
Authors: E. Semmalar; R. Shobarani

Exploring ethical and social dimensions of healthcare robotics in patient centered care

Book Chapter
Year: 2025. Pages: 203-232 .
Authors: R. Shoba Rani; P. Dhivya; R. Kavitha; G. Aarthy Priscilla

Dental image segmentation for carrier detection using improved MLP-UNet model in dental X-ray images

Journal Article
International Journal of Intelligent Engineering Informatics. Year: 2025. Volume: 13 , Issue: 3 , Pages: 339-364 .
Authors: S. Srividhya Santhi; R. Shoba Rani

Synergies unleashed: The convergence of AI and edge computing in transformative technologies

Open Access
Book Chapter
Year: 2025. Pages: 391-432 .
Authors: R. Shobarani; P. Dhivya; G. Savitha; S. Santhi; K. Surya Prakhash; R. Kavitha

Early Plant Disease Detection Using Graph Isomorphic Networks: Enhancing Crop Yield Through Leaf Analysis

Open Access
Journal Article
Journal of Computer Science. Year: 2025. Volume: 21 , Issue: 9 , Pages: 2065-2073 .
Authors: D. Sumathi; Sreejyothsna Ankam; Pravin Prakash Adivarekar; Kasturi Sai Sandeep; Gomathi R.; R. Shobarani; S. Karpaga Iswarya; V. Bhoopathy

Cyber-Shield for IoT: A Graph-Based Artificial Intelligence Approach for Anomaly Detection and Threat Mitigation

Conference Paper
Year: 2026. Pages: 47-53 .
Authors: R. Shobarani; G. Aarthy Priscilla; SakthiKumaresh; R. Surekha; M. J. Bharathi

Rice plant nutrient deficiency classification using deep learning techniques

Journal Article
International Journal of Reasoning-based Intelligent Systems. Year: 2026. Volume: 18 , Issue: 2 , Pages: 101-117 .
Authors: D. Sindhujah; R. Shoba Rani

An intelligent deep residual learning framework for tomato plant leaf disease classification

Open Access
Journal Article
International Journal of Electrical and Computer Engineering (IJECE). Year: 2024. Volume: 14 , Issue: 3 , Pages: 3168-3176 .
Authors: Gangadevi Ezhilarasan; Shoba Rani Ranganathan; Lawanya Shri Mani; Seifedien Kadry
Showing 1 to 8 of 38 publications