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2025	Optimizing EEG - based Emotion Recognition with a multi-modal ensemble approach Results in Engineering Kavitha K V, L R Sudha, J S Jayasudha
2025	Nomad Analytix: Text-rich visual reasoning using vision models for insights and recommendations Software Impacts Sai Jeevan Puchakayala, Allen Bijo T., Aswathy Ravikumar, Harini Sriraman
2024	Circumventing Stragglers and Staleness in Distributed CNN using LSTM EAI Endorsed Transactions on Internet of Things Aswathy Ravikumar, Harini Sriraman, Saddikuti Lokesh, Jitendra Sai
2024	2024 International Conference on Optimization Computing and Wireless Communication (ICOCWC) A Kannagi, Neeraj Das, Meenakshi Dheer
2024	DPro-SM – A distributed framework for proactive straggler mitigation using LSTM Heliyon Aswathy Ravikumar, Harini Sriraman
2024	Advances in Healthcare Information Systems and Administration Aswathy Ravikumar, Harini Sriraman, Ritika Kumari Pandey, Dhruviben Ajitsinh, Abhinav Goswami
2023	Computationally Efficient Neural Rendering for Generator Adversarial Networks Using a Multi-GPU Cluster in a Cloud Environment IEEE Access Aswathy Ravikumar, Harini Sriraman
2023	Selecting the optimal transfer learning model for precise breast cancer diagnosis utilizing pre-trained deep learning models and histopathology images Health and Technology Aswathy Ravikumar, Harini Sriraman, B. Saleena, B. Prakash
2023	Advances in Computational Intelligence and Robotics Aswathy Ravikumar, Harini Sriraman
2023	Dynamic Clustering Strategies Boosting Deep Learning in Olive Leaf Disease Diagnosis Sustainability Ali Alsaeedi, Ali Al-juboori, Haider Al-Mahmood, Suha Hadi, Husam Mohammed, Mohammad Aziz, Mayas Aljibawi, Riyadh Nuiaa
2023	Health Care Equity Through Intelligent Edge Computing and Augmented Reality/Virtual Reality: A Systematic Review Journal of Multidisciplinary Healthcare Vishal Lakshminarayanan, Aswathy Ravikumar, Harini Sriraman, Sujatha Alla, Vijay Kumar Chattu
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