Author

Kevin Joseph J

Observed name: Joseph J, Kevin

Institutions: Karunya University, ICFAI Business School, ICFAI Foundation for Higher Education, Institute of Chartered Financial Analysts of India

Observed institutions: Karunya University, ICFAI Business School, ICFAI Foundation for Higher Education, Institute of Chartered Financial Analysts of India

ORCID: 0009-0009-6647-9839

Observed ORCID: 0009-0009-6647-9839

OpenAlex ID: A5136569160

A Hybrid Shannon Entropy-Driven Ensemble Framework Integrating Random Forest, XGBoost, and CatBoost for Robust Mental Stress Prediction Among School Students

2026 · Meena Sarumathi S, Mahila Vasanthi Thangam, et al. · Advances in Artificial Intelligence and Machine Learning · 1

Table 2. Performance of CNN models on FER-2013. - https://doi.org/10.70594/brain/17.3/5

2026 · R, Narmadha, A, Leo, et al. · Zenodo (CERN European Organization for Nuclear Research)

Table 3: Performance of CNN–LSTM on CK+ temporal sequences. - https://doi.org/10.70594/brain/17.3/5

2026 · R, Narmadha, A, Leo, et al. · Zenodo (CERN European Organization for Nuclear Research)

Table 1. Consumer Behavioural Metrics. - https://doi.org/10.70594/brain/17.3/5

2026 · R, Narmadha, A, Leo, et al. · Zenodo (CERN European Organization for Nuclear Research)

Table 4. Impression of the experimental results for all modelling settings. - https://doi.org/10.70594/brain/17.3/5

2026 · R, Narmadha, A, Leo, et al. · Zenodo (CERN European Organization for Nuclear Research)

Hybrid CNN-LSTM Framework-based Facial Emotion Recognition for Retail Decision Analytics- Figure 3

2026 · Narmadha R, Leo A, et al. · Zenodo (CERN European Organization for Nuclear Research)

Hybrid CNN-LSTM Framework-based Facial Emotion Recognition for Retail Decision Analytics- Figure 1

2026 · Narmadha R, Leo A, et al. · Zenodo (CERN European Organization for Nuclear Research)

Hybrid CNN-LSTM Framework-based Facial Emotion Recognition for Retail Decision Analytics- Figure 5

2026 · Narmadha R, Leo A, et al. · Zenodo (CERN European Organization for Nuclear Research)

Hybrid CNN-LSTM Framework-based Facial Emotion Recognition for Retail Decision Analytics- Figure 2

2026 · Narmadha R, Leo A, et al. · Zenodo (CERN European Organization for Nuclear Research)

Hybrid CNN-LSTM Framework-based Facial Emotion Recognition for Retail Decision Analytics- Figure 7

2026 · Narmadha R, Leo A, et al. · Zenodo (CERN European Organization for Nuclear Research)

Hybrid CNN-LSTM Framework-based Facial Emotion Recognition for Retail Decision Analytics- Figure 6

2026 · Narmadha R, Leo A, et al. · Zenodo (CERN European Organization for Nuclear Research)

Hybrid CNN-LSTM Framework-based Facial Emotion Recognition for Retail Decision Analytics- Figure 4

2026 · Narmadha R, Leo A, et al. · Zenodo (CERN European Organization for Nuclear Research)

Hybrid CNN-LSTM Framework-based Facial Emotion Recognition for Retail Decision Analytics-Video

2026 · Narmadha R, Leo A, et al. · Zenodo (CERN European Organization for Nuclear Research)

Hybrid CNN-LSTM Framework-based Facial Emotion Recognition for Retail Decision Analytics

2026 · Narmadha R, Leo A, et al. · BRAIN BROAD RESEARCH IN ARTIFICIAL INTELLIGENCE AND NEUROSCIENCE

Works count: 14

Citation count: 1

H-index: 1

I10-index: