Tina Babu

According to our database, Tina Babu authored at least 21 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

An Interpretable and Uncertainty-Aware Deep Learning Framework for Early Sepsis Prediction Using SHAP-Enhanced Attention and Continuous-Time Neural Networks.

Rekha R. Nair, Tina Babu, Balamurugan Balusamy, Wee How Khoh, Alaa M. Momani, Basem Abu Zneid

Mach. Learn. Knowl. Extr., 2026

2025

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

Rekha R. Nair, Tina Babu, Alavikunhu Panthakkan, Hussain Al-Ahmad, Balamurugan Balusamy

CoRR, October, 2025

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

Rekha R. Nair, Tina Babu, Alavikunhu Panthakkan, Balamurugan Balusamy, Wathiq Mansoor

CoRR, October, 2025

Enhancing Blood Platelet Counting through Deep Learning Models for Advanced Diagnostics.

Utkarsh Dev, Tripty Singh, Tina Babu, Ashish Kumar Mandal, Mansi Sharma, Adhirath Mandal

SN Comput. Sci., January, 2025

Adaptive Swarm Compression Using Hybrid PSO-GA Framework for Bio-Inspired Data Compression with Fidelity Preservation.

Tina Babu, Rekha R. Nair, Alavikunhu Panthakkan, Balamurugan Balusamy, Wathiq Mansoor, Hussain Al-Ahmad

Proceedings of the 8th International Conference on Signal Processing and Information Security, 2025

2024

Evaluation of Consumer Behavior Regarding Food Delivery Applications in India.

Sarvesh Jadhav, Ray Titus, Tina Babu, R. Chinnaiyan

CoRR, 2024

2023

Multiresolution approach on medical image fusion by modified local energy.

Rekha R. Nair, Tina Babu, Tripty Singh

Signal Image Video Process., November, 2023

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

Tina Babu, Rekha R. Nair, Geetha A

CoRR, 2023

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

Rekha R. Nair, Tina Babu, Pavithra K

CoRR, 2023

BrainNet: A Deep Learning Approach for Brain Tumor Classification.

Tripty Singh, Rekha R. Nair, Tina Babu, Atharwa Wagh, Aniket Bhosalea, Prakash Duraisamy

Proceedings of the International Conference on Machine Learning and Data Engineering, 2023

Enhancing Academic Integrity in Online Assessments: Introducing an Effective Online Exam Proctoring Model using YOLO.

Tripty Singh, Rekha R. Nair, Tina Babu, Prakash Duraisamy

Proceedings of the International Conference on Machine Learning and Data Engineering, 2023

Ship Detection in Synthetic Aperture Radar Imagery: An Active Contour Model Approach in Computer Vision Deep Learning.

Tripty Singh, Tina Babu, Rekha R. Nair, Prakash Duraisamy

Proceedings of the International Conference on Machine Learning and Data Engineering, 2023

Analyzing the Impact of COVID-19 on Liver Cancer: A Comprehensive Study using XGBoost Classifier and Feature Selection Techniques.

Rekha R. Nair, Tina Babu, Kishore S, Vishnu Vilashini S

Proceedings of the International Conference on Machine Learning and Data Engineering, 2023

Enhancing Gas Leak Detection with IoT Technology: An Innovative Approach.

Tina Babu, Rekha R. Nair, Kishore S, Vineeth M

Proceedings of the International Conference on Machine Learning and Data Engineering, 2023

Class Room Student Attentiveness Model based on YOLO.

Rekha R. Nair, Tina Babu, Tripty Singh, Prakash Duraisamy, Vishal Mehra

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

2022

Optimized cancer detection on various magnified histopathological colon images based on DWT features and FCM clustering.

Tina Babu, Tripty Singh, Deepa Gupta, Shahin Hameed

Turkish J. Electr. Eng. Comput. Sci., January, 2022

2021

Colon cancer prediction on histological images using deep learning features and Bayesian optimized SVM.

Tina Babu, Tripty Singh, Deepa Gupta, Shahin Hameed

J. Intell. Fuzzy Syst., 2021

2020

IET Image Processing.

Tina Babu, Tripty Singh, Deepa Gupta

IET Image Process., 2020

2019

Fractal Image Processing and Analysis for Compression of Hyperspectral Images.

Tripty Singh, Tina Babu

Proceedings of the 10th International Conference on Computing, 2019

Fractal Image Processing and Analysis for Classification of Hyperspectral Images.

Tripty Singh, Tina Babu

Proceedings of the 10th International Conference on Computing, 2019

2018

Deep PCANet Framework for the Binary Categorization of Breast Histopathology Images.

Revathi Mukkamala, Poreddy Santoshi Neeraja, Sravya Pamidi, Tina Babu, Tripty Singh

Proceedings of the 2018 International Conference on Advances in Computing, 2018