Shampa Banik
Lecturer — Department of Computer Science & Engineering
Shampa Banik
Lecturer - Department of Computer Science & Engineering
Email: shampabanik9@gmail.com
Blood Group: O+
Professional Summary
Education
Secondary School Certificate (SSC)
Major: Science
Institute: Barisal
Passing Year: 2015
Secondary School Certificate (SSC)
Major: Science
Institute: Barisal
Passing Year: 2017
Bachelor of Science in Engineering (B.Sc. Engr)
Major: CSE
Institute: Patuakhali Science and Technology University
Passing Year: 2023
Academic Experience
| Institute | Department | Position | Year |
|---|---|---|---|
| University of Scholars | CSE | Lecturer | 24 Nov 2023 - 30 Jun 2024 |
Professional Experience
| Institute | Department | Position | Year |
|---|
Journal Papers
Akbar Khan, Dharma Teja Valivarthi, Ashish Kakkad, B Sujatha, Deepak Acharya, "Development of Additive Manufacturing Design Based on Machine Learning: A Biomedical Engineering Approach, " In: 2025 First International Conference on Advances in Computer Science, Electrical, Electronics, and Communication Technologies (CE2CT), 817-821 (2025-01-01) .
"A Novel Classification Scheme for Early Alzheimer’s Disease (AD) Severity Diagnosis Using Deep Features of a Hybrid Cascade Attention Architecture, " In: 2024 International Conference on Augmented Reality, Intelligent Systems, and Industrial Automation (ARIIA), 1-6 (2024-01-01) . 10.1109/ARIIA63345.2024.11051777
Conference Papers
, "A Novel Classification Scheme for Early Alzheimers Disease (AD) Severity Diagnosis Using Deep Featu", In: Proceedings of the
The International Conference on Augmented Reality, Intel- ligent Systems, and Industrial Automation, Manipal Institute of Technology
, 2024-12-20 2024-12-21,
, "A Novel Classification Scheme for Early Alzheimers Disease (AD) Severity Diagnosis Using Deep Featu", In: Proceedings of the
The International Conference on Augmented Reality, Intel- ligent Systems, and Industrial Automation, Manipal Institute of Technology
, 2024-12-20 2024-12-21,
, "A Novel Classification Scheme for Early Alzheimers Disease (AD) Severity Diagnosis Using Deep Features of a Hybrid Cascade Attention Architecture", In: Proceedings of the
2024 International Conference on Augmented Reality, Intelligent Systems, and Industrial Automation (ARIIA), Manipal, India
, 2024-12-20 2024-12-21,
, "A Novel Classification Scheme for Early Alzheimers Disease (AD) Severity Diagnosis Using Deep Features of a Hybrid Cascade Attention Architecture", In: Proceedings of the
2024 International Conference on Augmented Reality, Intelligent Systems, and Industrial Automation (ARIIA), Manipal, India
, 2024-12-20 2024-12-21,
Ahmed Abdelgawad; Akhtar Jamil; Alaa Ali Hameed (conference editors/chairs identified in the proceedings), "Hyperparameter Optimization Achieving State-of-the-Art Caloric Burn Prediction with Fine-Tuned MLPRegressor", In: Proceedings of the
2025 IEEE 4th International Conference on Computing and Machine Intelligence (ICMI), Central Michigan University (CMU), Mount Pleasant,
, 2025-04-05 2025-04-06,
Ahmed Abdelgawad; Akhtar Jamil; Alaa Ali Hameed (conference editors/chairs identified in the proceedings), "Hyperparameter Optimization Achieving State-of-the-Art Caloric Burn Prediction with Fine-Tuned MLPRegressor", In: Proceedings of the
2025 IEEE 4th International Conference on Computing and Machine Intelligence (ICMI), Central Michigan University (CMU), Mount Pleasant,
, 2025-04-05 2025-04-06,
Dr. G. T. Raju; Dr. K. B. H. Manjunatha; Dr. C. Rangaswamy; Dr. S. Bhanumathi, "Novel CNN-Based Models for Breast Ultrasound Image Classification Leveraging EEHO, PSO, and BSA Optimizers", In: Proceedings of the
2025 International Conference on Knowledge Engineering and Communication Systems (ICKECS), SJC Institute of Technology, Chikkaballapur, Karna
, 2025-04-23 2025-04-24,
Dr. G. T. Raju; Dr. K. B. H. Manjunatha; Dr. C. Rangaswamy; Dr. S. Bhanumathi, "Novel CNN-Based Models for Breast Ultrasound Image Classification Leveraging EEHO, PSO, and BSA Optimizers", In: Proceedings of the
2025 International Conference on Knowledge Engineering and Communication Systems (ICKECS), SJC Institute of Technology, Chikkaballapur, Karna
, 2025-04-23 2025-04-24,
Dr. Riadul Islam (USA); invited/keynote speakers and researchers from the conference advisory committee, "Classifying Bengali Quotes A Comparative Study of Machine Learning and Deep Learning Approaches", In: Proceedings of the
2025 International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), Bangladesh Army University of Science and Technolo
, 2025-07-31 2025-08-02,
Dr. Riadul Islam (USA); invited/keynote speakers and researchers from the conference advisory committee, "Classifying Bengali Quotes A Comparative Study of Machine Learning and Deep Learning Approaches", In: Proceedings of the
2025 International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), Bangladesh Army University of Science and Technolo
, 2025-07-31 2025-08-02,
Prof. Dr. Yoshinori Namihira; Prof. Dr. Apel Mahmud; Prof. Dr. Jahangir Hossain; Prof. Dr. Poompat Saengudomlert; Dr. Ahmed Y. Saber; Prof. Dr. Nemai, "A Low-Resource Transformer-Based Deep Learning Framework for Precise Localization and Classification of Visible Crop Diseases", In: Proceedings of the
2026 5th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE 2026), RUET
, 2026-01-29 2026-01-31,
Prof. Dr. Yoshinori Namihira; Prof. Dr. Apel Mahmud; Prof. Dr. Jahangir Hossain; Prof. Dr. Poompat Saengudomlert; Dr. Ahmed Y. Saber; Prof. Dr. Nemai, "A Low-Resource Transformer-Based Deep Learning Framework for Precise Localization and Classification of Visible Crop Diseases", In: Proceedings of the
2026 5th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE 2026), RUET
, 2026-01-29 2026-01-31,
Dr. Syed Mohammed Shamsul Islam; Dr. Md. Abdur Razzaque; and other invited/keynote speakers, "ColoNetBlock Attention Enhanced CNN for Colorectal Cancer Classification with Visual Explanation", In: Proceedings of the
2025 IEEE 2nd International Conference on Computing, Applications and Systems (COMPAS), Islamic University, Kushtia, Bangladesh
, 2025-10-23 2025-10-24,
Dr. Syed Mohammed Shamsul Islam; Dr. Md. Abdur Razzaque; and other invited/keynote speakers, "ColoNetBlock Attention Enhanced CNN for Colorectal Cancer Classification with Visual Explanation", In: Proceedings of the
2025 IEEE 2nd International Conference on Computing, Applications and Systems (COMPAS), Islamic University, Kushtia, Bangladesh
, 2025-10-23 2025-10-24,
AWARDS AND RESEARCH GRANTS
| Award Title | Organization | Award year | Awardee Position | Award Description |
|---|