ADVANCING FEDERATED LEARNING OPTIMIZATION: PRIVACY-AWARE EFFICIENT MULTI-TIER FEDERATED LEARNING APPROACHES FOR MOBILE IOT SYSTEMS
UniversityIndian Institute of Information Technology Kottayam
Year2025
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DEEP LEARNING INSPIRED EXPLAINABLE COMPUTATIONAL FRAMEWORKS FOR EFFICIENT PROTEIN FAMILY FUNCTIONAL ANNOTATION
UniversityIndian Institute of Information Technology Kottayam
Year2025
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Plant Disease Detection using Identification Model Improvement and Advancements in Deep Learning
UniversityIndian Institute of Information Technology Kottayam
Year2026
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Enhancing Deep Learning Models for Mammogram Classification with Data Sparsity
UniversityIndian Institute of Information Technology Kottayam
Year2026
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Scholarly Publications
Network Dynamics in Disorders of Consciousness: A Graph Theoretical Perspective
Conference Paper
Year: 2025.
Authors: Sreelakshmi Raveendran; Kala S; A G Ramakrishnan; Raghavendra Kenchiah; Jayakrushna Sahoo; Santhos Kumar; Farsana M K; Ravindranadh Chowdary Mundlamuri; Sonia Bansal; Binu V S; Subasree R
Functional connectivity in EEG: a multiclass classification approach for disorders of consciousness
Authors: Sreelakshmi Raveendran; Kala S; Ramakrishnan A G; Raghavendra Kenchaiah; Jayakrushna Sahoo; Santhos Kumar; Farsana M K; Ravindranadh Chowdary Mundlamuri; Sonia Bansal; Binu V S; Subasree R
Machine Learning-based Consciousness Assessment in Disorders of Consciousness Patients
Conference Paper
Year: 2024.
Pages: 5-10
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Authors: Sreelakshmi Raveendran; Kala S; Raghavendra Kenchiah; Jayakrushna Sahoo; Farsana M K; Ravindranath Choudary Mundlamuri; Sonia Bansal; Binu; A G Ramakrishnan; Subasree R
Variational mode decomposition-based EEG analysis for the classification of disorders of consciousness
Authors: Sreelakshmi Raveendran; Raghavendra Kenchaiah; Santhos Kumar; Jayakrushna Sahoo; M. K. Farsana; Ravindranadh Chowdary Mundlamuri; Sonia Bansal; V. S. Binu; A. G. Ramakrishnan; Subasree Ramakrishnan; S. Kala
A node combination approach with fuzziness in shortest path problem