Publications

Journals

Published:

[1] I. Jahan and T.F. Sanam, "A Comprehensive Framework for Customer Retention in E-commerce Using Machine Learning Based on Churn Prediction, Customer Segmentation, and Recommendation", Elsevier Electronic Commerce Research (SJR Q1), December, 2024 

[2] N. Pervin, T.F. Sanam, H. Imtiaz, PRIVACY-PRESERVING HUMAN ACTIVITY RECOGNITION USING PRINCIPAL COMPONENT-BASED WAVELET CNN, Signal, Image and Video Processing (Springer), August 2024 (IF: 200, SJR Q2 ranked journal)

[3] I. A. Showmik, T.F. Sanam, H. Imtiaz, Human Activity Recognition from Wi-Fi CSI data using Principal Component-based Wavelet CNN, Digital Signal Processing (Elsevier-DSP), Volume 138, 2023, 104056, ISSN 1051-2004, https://doi.org/10.1016/j.dsp.2023.104056.

[4] S. A. Suha, and T.F. Sanam, “Exploring Dominant Factors for Ensuring the Sustainability of Utilizing Artificial Intelligence in Healthcare Decision Making: An Emerging Country Context ", Accepeted for publication in International Journal of Information Management Data Insights (Elsevier), February 2023

[5] S. A. Suha, M. Akhtaruzzaman  and T.F. Sanam, "A Fuzzy Model to Predict Intravenous Fluid Resuscitation Rate for Burn Patients", Healthcare Analytics (Elsevier), 2022, 100070, ISSN 2772-4425, https://doi.org/10.1016/j.health.2022.100070.

[6] S. A. Suha, and T.F. Sanam, “A Deep Convolutional Neural Network-Based Approach for Detecting Burn Severity from Skin Burn Images”, Accepted for publication in Machine Learning with Applications (MLWA-Elsevier), June 2022 (Original manuscript submission: April 2022)

Proceedings 

Published:

[1] S. Akter and T. F. Sanam, "A Blockchain Framework for Secure Healthcare Data Management Using Role-Based Access Control and Smart Contracts," 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE), Chittagong, Bangladesh, 2025, pp. 1-6, doi: 10.1109/ECCE64574.2025.11013162. 

[2] S. Ahmed and T. F. Sanam, "An End-to-End E-waste Collection and Sorting System for Optimized Flow Regulation - from End-of-Life to Processing," 2024 27th International Conference on Computer and Information Technology (ICCIT), Cox's Bazar, Bangladesh, 2024, pp. 2369-2374, doi: 10.1109/ICCIT64611.2024.11022354. 

[3] D. K. Suvra and T. F. Sanam, "A Cloud-Based Hybrid Model for Real-Time Detection of BRTA-Approved Licence Plates Using YOLO Tiny and Haar Cascade," 2024 27th International Conference on Computer and Information Technology (ICCIT), Cox's Bazar, Bangladesh, 2024, pp. 2488-2493, doi: 10.1109/ICCIT64611.2024.11022598. 

[4] F. Sadik, Showmik, I. A. Showmik., B.I. Morshed, & T.F. Sanam, “A Novel Geometric Visualization of Dual-lead ECG Signals for Beat-by-beat Arrhythmia Detection with a 2D CNN Deep Learning Classifier”, In 2023 IEEE 26th International Conference on Computer and Information Technology (ICCIT 2023) (pp. 1-6), December 2023, DOI: 10.1109/ICCIT60459.2023.10441002

[5] I. A. Showmik., F. Sadik, B.I. Morshed, & T.F. Sanam, “Beat-wise Classification of Arrhythmia Using Novel Combination of ECG Signal-Specific and Signal-Independent Features with ML Algorithm”, In 2023 IEEE 26th International Conference on Computer and Information Technology (ICCIT 2023) (pp. 1-6), December 2023, DOI: 10.1109/ICCIT60459.2023.10441167

[6] Masroor, M. I., Sakib, K. S., Hasan, M., Al Arman, M. A., Dey, P., & Sanam, T. F. Sanam, “Ensemble based Machine Learning Approach for Predicting Customer Churn in E-Commerce”, In 2023 IEEE 26th International Conference on Computer and Information Technology (ICCIT 2023) (pp. 1-6), December 2023, DOI: 10.1109/ICCIT60459.2023.10441468

[7] I. A. Showmik, T.F. Sanam, H. Imtiaz, "DCT-Based Feature Extraction For Human Activity Recognition using WiFi Channel State Information Data", in 2023 IEEE Region 10 Conference (TENCON 2023), (pp. 1129-1133), Thailand, October, 2023, DOI: 10.1109/TENCON58879.2023.10322339

[8] M. A. Rahman, A.M.Fuad, T.F. Sanam, "A Convolutional Neural Network Based Device-Free Indoor Localization Using CSI ", in IEEE Region 10 Humanitarian Technology Conference (IEEE R10 HTC), India, October 2023, DOI: 10.1109/R10-HTC57504.2023.10461886

[9] T.S. Sheila, N. J. Nishat, A. H. Tanjila, J. Nuri, T. F. Sanam, and S. A. Suha, "Predicting Hospital Readmission for Diabetic Patients within 30 Days using Machine Learning: A Breakthrough in Personalized Healthcare ", in IEEE Region 10 Humanitarian Technology Conference (IEEE R10 HTC), India, October 2023, DOI: 10.1109/R10-HTC57504.2023.10461808  

[10] I. Jahan and T.F. Sanam, "An Improved Machine Learning Based Customer Churn Prediction for Insight and Recommendation in E-commerce", in IEEE International Conference on Computer and Information Technology (ICCIT -2022), Cox's Bazar, Dhaka, December 2022, DOI:  10.1109/ICCIT57492.2022.10054771

[11] S. A. Suha and T.F. Sanam, "Predicting Burn Injury Intensity from Skin Burn Images with Hybrid Machine Learning Techniques" in 12th International Conference on Electrical and Computer Engineering (ICECE 2022), December, BUET, Dhaka, 2022, DOI:  10.1109/ICECE57408.2022.10088521

[12] S. A. Suha and T.F. Sanam, "A Machine Learning Approach for Predicting Patient's Length of Hospital Stay with Random Forest Regression", IEEE Region 10 Symposium (TENSYMP 2022), Mumbai, India, July 2022, DOI: 10.1109/TENSYMP54529.2022.9864447

[13] S.A. Suha and T.F. Sanam, "Challenges and Prospects of Adopting Industry 4.0 and Assessing the Role of Intelligent Robotics," IEEE World Conference on Applied Intelligence and Computing (AIC 2022), Sonbhadra, India, 17-19 June 2022, DOI: 10.1109/AIC55036.2022.9848946

[14] S.A. Suha, T.F. Sanam and M.I. Jahan, "National Policies & their Significance in Bangladesh for the Adoption of Industry 4.0," IEEE World Conference on Applied Intelligence and Computing (AIC 2022), Sonbhadra, India, 17-19 June 2022, DOI: 10.1109/AIC55036.2022.9848848