most citedEmotion-Aware Music Recommendation System: Enhancing User Experience Through Real-Time Emotional Context

1 citations · 2 across the 3 of their papers we have counts for

collaborators

5 papers

cs.LG2025

Unlocking Biomedical Insights: Hierarchical Attention Networks for High-Dimensional Data Interpretation

Rekha R Nair, Tina Babu, Alavikunhu Panthakkan +2

The proliferation of high-dimensional datasets in fields such as genomics, healthcare, and finance has created an urgent need for machine learning models that are both highly accur…

cs.LG2025

Hybrid Autoencoder-Based Framework for Early Fault Detection in Wind Turbines

Rekha R Nair, Tina Babu, Alavikunhu Panthakkan +2

Wind turbine reliability is critical to the growing renewable energy sector, where early fault detection significantly reduces downtime and maintenance costs. This paper introduces…

cs.HC2023

Evaluation of Consumer Behavior Regarding Food Delivery Applications in India

Sarvesh Jadhav, Ray Titus, Tina Babu +1

. This paper explores consumer behavior towards food delivery apps, focusing on attributes like restaurant variety, food packaging quality, and application design and user interfac…

cs.IR20231 cited

Emotion-Aware Music Recommendation System: Enhancing User Experience Through Real-Time Emotional Context

Tina Babu, Rekha R Nair, Geetha A

This study addresses the deficiency in conventional music recommendation systems by focusing on the vital role of emotions in shaping users music choices. These systems often disre…

cs.CV20231 cited

Enhancing Student Engagement in Online Learning through Facial Expression Analysis and Complex Emotion Recognition using Deep Learning

Rekha R Nair, Tina Babu, Pavithra K

In response to the COVID-19 pandemic, traditional physical classrooms have transitioned to online environments, necessitating effective strategies to ensure sustained student engag…