Jayashree R

Verified @gmail.com

Assistant Professor
SRM IST

78

Scholar Citations

5

Scholar h-index

3

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Advancing Dynamic Learning Pattern Recognition with Enhanced Prefix Span Algorithm Model and LSTM
    M Ramesh, R Jayashree
    2026
  • SEFEX: A NOVEL APPROACH TO ACCURATE FACIAL EMOTION DETECTION USING EFFICIENTNET AND ATTENTION MECHANISMS
    SSS CINDRELLA, R JAYASHREE
    Journal of Theoretical and Applied Information Technology 103 (19) , 2025
    2025
  • Attention-Augmented Machine Learning Framework for Explainable and Fair Prediction of Autism Spectrum Disorder
    M Revathi, R Jayashree, S Arunarani
    2025 International Conference on Cognitive, Green and Ubiquitous Computing … , 2025
    2025
  • MULTIPLE PLAYER GAMES: MATCHMAKING WITH MULTIPLE CLUSTERED PLAYER POOLS USING THE MAXIMUM LIKELIHOOD ESTIMATION
    R Jayashree, RR Rose, JV Subramanian
    Integrated Intelligent Ecosystem: Data Science, Machine Learning and Cloud … , 2025
    2025
  • Adaptive e-learning environments: A methodological approach to identifying and integrating multi-layered learning styles
    M Ramesh, R Jayashree
    SN Computer Science 5 (6), 772 , 2024
    2024
    Citations: 18
  • Optimized Deep Learning-Based Intrusion Detection Using WOA With LightGBM
    R Jayashree, JV Subramanian
    Innovative Machine Learning Applications for Cryptography, 91-104 , 2024
    2024
    Citations: 1
  • IoT based heart disease prediction using smote and machine learning techniques
    E Narayanan, R Jayashree
    AIP Conference Proceedings 2946 (1), 060010 , 2023
    2023
    Citations: 1
  • Fusion Emotion Prediction Using the CEFER Algorithm
    S Sahaya Sugirtha Cindrella, R Jayashree
    International Conference on Deep Sciences for Computing and Communications … , 2023
    2023
  • Preventing the Early Spread of Infectious Diseases Using Particle Swarm Optimization
    R Jayashree
    Nature-Inspired Optimization Methodologies in Biomedical and Healthcare, 33-47 , 2022
    2022
    Citations: 1
  • Enhanced classification using restricted Boltzmann machine method in deep learning for COVID-19
    R Jayashree
    Understanding COVID-19: the role of computational intelligence, 425-446 , 2021
    2021
    Citations: 10
  • Learning for COVID-19
    R Jayashree
    Understanding COVID-19: The Role of Computational Intelligence, 425 , 2021
    2021
  • Restricted Boltzmann Machine-Driven Matchmaking Algorithm With Interactive Estimation of Distribution for Websites
    R Jayashree, S Vaithyasubramanian
    Handbook of Research on Innovations and Applications of AI, IoT, and … , 2021
    2021
  • Personalised recommendation system for ranking in question-answering websites with splay tree by avoiding tumbleweed badge
    R Jayashree, A Christy, S Venkatesh
    International Journal of Trust Management in Computing and Communications 4 … , 2018
    2018
  • Re-ranking in user-driven reputation systems with splay tree
    R Jayashree, A Christy
    International Journal of Materials and Product Technology 56 (1-2), 3-22 , 2018
    2018
    Citations: 2
  • Enhanced user-driven ranking system with splay tree
    R Jayashree
    TELKOMNIKA Telecommunication Computing Electronics and Control , 2018
    2018
    Citations: 5
  • Recommendation system with sentiment analysis as feedback component
    R Jayashree, D Kulkarni
    Proceedings of Sixth International Conference on Soft Computing for Problem … , 2017
    2017
    Citations: 8
  • Natural language processing based question answering using vector space model
    R Jayashree, N Niveditha
    Proceedings of Sixth International Conference on Soft Computing for Problem … , 2017
    2017
    Citations: 5
  • Improving the enhanced recommended system using Bayesian approximation method and normalized discounted cumulative gain
    R Jayashree, A Christy
    Procedia Computer Science 50, 216-222 , 2015
    2015
    Citations: 26
  • Privacy and Reputation in Context Aware e-Learning
    R Jayashree, A Christy
    International Journal of Computer Applications 975, 8887 , 2014
    2014
    Citations: 1
  • Year of Publication: 2014
    R Jayashree, A Christy
    Interaction 16, 97-166 , 2001
    2001

MOST CITED SCHOLAR PUBLICATIONS

  • Improving the enhanced recommended system using Bayesian approximation method and normalized discounted cumulative gain
    R Jayashree, A Christy
    Procedia Computer Science 50, 216-222 , 2015
    2015
    Citations: 26
  • Adaptive e-learning environments: A methodological approach to identifying and integrating multi-layered learning styles
    M Ramesh, R Jayashree
    SN Computer Science 5 (6), 772 , 2024
    2024
    Citations: 18
  • Enhanced classification using restricted Boltzmann machine method in deep learning for COVID-19
    R Jayashree
    Understanding COVID-19: the role of computational intelligence, 425-446 , 2021
    2021
    Citations: 10
  • Recommendation system with sentiment analysis as feedback component
    R Jayashree, D Kulkarni
    Proceedings of Sixth International Conference on Soft Computing for Problem … , 2017
    2017
    Citations: 8
  • Enhanced user-driven ranking system with splay tree
    R Jayashree
    TELKOMNIKA Telecommunication Computing Electronics and Control , 2018
    2018
    Citations: 5
  • Natural language processing based question answering using vector space model
    R Jayashree, N Niveditha
    Proceedings of Sixth International Conference on Soft Computing for Problem … , 2017
    2017
    Citations: 5
  • Re-ranking in user-driven reputation systems with splay tree
    R Jayashree, A Christy
    International Journal of Materials and Product Technology 56 (1-2), 3-22 , 2018
    2018
    Citations: 2
  • Optimized Deep Learning-Based Intrusion Detection Using WOA With LightGBM
    R Jayashree, JV Subramanian
    Innovative Machine Learning Applications for Cryptography, 91-104 , 2024
    2024
    Citations: 1
  • IoT based heart disease prediction using smote and machine learning techniques
    E Narayanan, R Jayashree
    AIP Conference Proceedings 2946 (1), 060010 , 2023
    2023
    Citations: 1
  • Preventing the Early Spread of Infectious Diseases Using Particle Swarm Optimization
    R Jayashree
    Nature-Inspired Optimization Methodologies in Biomedical and Healthcare, 33-47 , 2022
    2022
    Citations: 1
  • Privacy and Reputation in Context Aware e-Learning
    R Jayashree, A Christy
    International Journal of Computer Applications 975, 8887 , 2014
    2014
    Citations: 1
  • Advancing Dynamic Learning Pattern Recognition with Enhanced Prefix Span Algorithm Model and LSTM
    M Ramesh, R Jayashree
    2026
  • SEFEX: A NOVEL APPROACH TO ACCURATE FACIAL EMOTION DETECTION USING EFFICIENTNET AND ATTENTION MECHANISMS
    SSS CINDRELLA, R JAYASHREE
    Journal of Theoretical and Applied Information Technology 103 (19) , 2025
    2025
  • Attention-Augmented Machine Learning Framework for Explainable and Fair Prediction of Autism Spectrum Disorder
    M Revathi, R Jayashree, S Arunarani
    2025 International Conference on Cognitive, Green and Ubiquitous Computing … , 2025
    2025
  • MULTIPLE PLAYER GAMES: MATCHMAKING WITH MULTIPLE CLUSTERED PLAYER POOLS USING THE MAXIMUM LIKELIHOOD ESTIMATION
    R Jayashree, RR Rose, JV Subramanian
    Integrated Intelligent Ecosystem: Data Science, Machine Learning and Cloud … , 2025
    2025
  • Fusion Emotion Prediction Using the CEFER Algorithm
    S Sahaya Sugirtha Cindrella, R Jayashree
    International Conference on Deep Sciences for Computing and Communications … , 2023
    2023
  • Learning for COVID-19
    R Jayashree
    Understanding COVID-19: The Role of Computational Intelligence, 425 , 2021
    2021
  • Restricted Boltzmann Machine-Driven Matchmaking Algorithm With Interactive Estimation of Distribution for Websites
    R Jayashree, S Vaithyasubramanian
    Handbook of Research on Innovations and Applications of AI, IoT, and … , 2021
    2021
  • Personalised recommendation system for ranking in question-answering websites with splay tree by avoiding tumbleweed badge
    R Jayashree, A Christy, S Venkatesh
    International Journal of Trust Management in Computing and Communications 4 … , 2018
    2018
  • Year of Publication: 2014
    R Jayashree, A Christy
    Interaction 16, 97-166 , 2001
    2001