Shampa Banik

Bangladesh University of Business and Technology — BD

Computer Science · Physical Sciences

4h-index64citations13works0.72yr avg
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Research Topics

Blockchain Technology Applications and Security(3), Network Security and Intrusion Detection(3), Smart Grid Security and Resilience(3), Advanced Neural Network Applications(2), Vehicular Ad Hoc Networks (VANETs)(2)

Publications13 total

ColoNetBlock: Attention Enhanced CNN for Colorectal Cancer Classification with Visual Explanation
2025
Classifying Bengali Quotes: A Comparative Study of Machine Learning and Deep Learning Approaches
2025
Novel CNN-Based Models for Breast Ultrasound Image Classification: Leveraging EEHO, PSO, and BSA Optimizers
2025
Hyperparameter Optimization: Achieving State-of-the-Art Caloric Burn Prediction with Fine-Tuned MLPRegressor
2025
Development of Additive Manufacturing Design Based on Machine Learning: A Biomedical Engineering Approach
2025
A Novel Classification Scheme for Early Alzheimer’s Disease (AD) Severity Diagnosis Using Deep Features of a Hybrid Cascade Attention Architecture
2024· 4 cited
Survey on Security Attacks in Connected and Autonomous Vehicular Systems
arXiv (Cornell University)·2023· 1 citedOpen Access
Survey on Security Attacks in Connected and Autonomous Vehicular Systems
2023· 4 cited
Intrusion Detection System in Smart Grid-A Review
Preprints.org·2023· 4 citedOpen Access
A New Era of Mobility: Exploring Digital Twin Applications in Autonomous Vehicular Systems
2023· 16 cited
Anomaly Detection Techniques in Smart Grid Systems: A Review
2023· 30 cited
Anomaly Detection Techniques in Smart Grid Systems: A Review
arXiv (Cornell University)·2023· 1 citedOpen Access
A New Era of Mobility: Exploring Digital Twin Applications in Autonomous Vehicular Systems
arXiv (Cornell University)·2023· 4 citedOpen Access

Frequent Co-authors

Trapa Banik(5), Sohag Kumar Saha(4), S M Mostaq Hossain(4), Sabir Hossain(2), Trapa Banik(2), Roise Uddin(2), Ashfak Md Shibli(2), R. K. Sharma(1), Md. Zakir Hossain(1), Mir Md. Jahangir Kabir(1), Sanjog Thapa(1), Mohammad Aman Ullah(1), Anwar Hossain(1), Girigula Durga Bhavani(1), Shudipta Banik(1), Tuhin Hossain(1), Anik Pramanik(1), Jahidul Islam(1), Sumaiya Binte Shahid(1), Maharin Afroj(1)