Publication

US Patent

[1] P Monogioudis, T. F. Sanam, D Wang, “Autonomous localization in wireless networks”, Patent no US10582332B2, US Patent App. 15/837,621, March 2020 https://patentimages.storage.googleapis.com/f7/9a/a9/ac418aa805df71/US10582332.pdf

Journals

Published:

[1] Ahsanul Islam, Sadia Akter, T.F. Sanam, ”Secure Tracking of Patient’s Vital Signs Using CSI-Based Homomorphic Encryption-Enabled Deep Learning Framework”, IEEE Journal of Biomedical and Health Informatics (SJR Q1), 2025

[2].  Mahian Kabir, Mahmud Wasif Nafee, Mahmudul Mohtasim, and T.F. Sanam , ”A Robust Signal Processing Framework for CSI-Based Bangla Sign Language Recognition via Doppler-Based Subcarrier Selection, Complex ICA, and Energy-Based Fusion”, IEEE Access (SJR Q1), 2025

[3]. Mahian Kabir, Mahmud Wasif Nafee, Mahmudul Mohtasim, and T.F. Sanam , ”Descriptor: A word-level Wi-Fi CSI based Deep Bangladeshi Sign Language Dataset (WiBaSL)”, IEEE Data Descriptor, 2025

[4] 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, December, 2024

[5] 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

[6] 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, June 2023, 

[7] S. A. Suha, and T.F. Sanam, “Sustainability Assessment of Artificial Intelligence in Healthcare Decision Making", Accepted for publication in International Journal of Information Management Data Insights (Elsevier), April 2023 

[8] S. A. Suha, and T.F. Sanam, “A Deep Convolutional Neural Network-Based Approach for Detecting Burn Severity from Skin Burn Images”, Machine Learning with Applications (MLWA-Elsevier), June 2022, 100070, ISSN 2772-4425, 

[9] 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.

[10] T. F. Sanam and H. Godrich, "A Multi-View Discriminant Learning Approach for Indoor Localization Using Amplitude and Phase Features of CSI," in IEEE Access (Impact factor: 4.095, Acceptance Rate: 50%), 2020. doi: 10.1109/ACCESS.2020.2982277 

[11]  T. F. Sanam and C. Shahnaz; “A Semisoft Thresholding Method based on Teager Energy Operation on Wavelet Packet Coefficients for Enhancing Noisy Speech”; EURASIP  Journal of Audio, Speech and Music Processing;, Springer Open, October, 2013.  doi.org/10.1186/1687-4722-2013-25

[12]  T. F. Sanam and C. Shahnaz, “Noisy speech enhancement based on an adaptive  threshold and a modified hard thresholding function in wavelet packet domain”, Digital Signal Processing, Elsevier, Volume 23, Issue 3, May 2013, Pages 941-951,  DOI: 10.1016/j.dsp.2012.12.001

[13]  T. F. Sanam and C. Shahnaz; “Enhancement of Noisy Speech Based on a Custom Thresholding Function With a Statistically Determined Threshold”; International Journal of Speech Technology, Springer, April, 2012, DOI:10.1007/s10772-012-9144-6; 

 [14]  T. F. Sanam and C. Shahnaz; “Teager Energy Operation on Wavelet Packet Coefficients for Enhancing Noisy Speech Using a Hard Thresholding Function”; Signal Processing: An International Journal, CSC Press Journal, vol 6, issue 2, pp 22-43, April, 2012;

 [15]  T. F. Sanam and C. Shahnaz; "An Approach for Noisy Speech Enhancement through soft thresholding function by Employing the Teager Energy Operation on Wavelet Packet”;  International Journal of Scientific & Technology Research, vol 1, Issue 2, Mar 2012,

[16] T. F. Sanam and H. Godrich,  “CoMuTe: A Convolutional Neural Network Based Device Free Multiple Target Localization Using CSI," arxiv, March, 2020

Proceedings 

[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

[15]  T. F. Sanam and H. Godrich, "FuseLoc: A CCA Based Information Fusion for Indoor Localization Using CSI Phase and Amplitude of Wifi Signals," ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, 2019, pp. 7565-7569. doi: 10.1109/ICASSP.2019.8683316 

[16] T. F. Sanam and H. Godrich, "Device Free Indoor Localization Using Discriminant Features of CSI A Canonical Correlation Paradigm," ACSSC 2018 - 52nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 2018, pp. 423-427. doi: 10.1109/ACSSC.2018.8645524 

[17] T. F. Sanam and H. Godrich, "An Improved CSI Based Device Free Indoor Localization Using Machine Learning Based Classification Approach," EUSIPCO 2018 - 26th European Signal Processing Conference , Roma, Italy, 2018, pp. 2390-2394. doi: 10.23919/EUSIPCO.2018.8553394

[18] T. F. Sanam and H. Godrich,  'Device Free Indoor Localization Using Channel State Information '  has been accepted for publication in 2018 ACM Richard Tapia Celebration of Diversity in Computing Conference (Tapia 2018).

[19] T. F. Sanam; Hoque, M.M., "Technology Assessment of Fourth Generation technology for wireless communication in Bangladesh with Analytical Hierarchical Process," Informatics, Electronics & Vision (ICIEV), 2014 International Conference on , vol., no., pp.1,4, 23-24 May 2014, doi: 10.1109/ICIEV.2014.6850808

[20] Imtiaz, Hafiz; T. F. Sanam, "Frequency domain feature extraction for power quality disturbance classification," Informatics, Electronics & Vision (ICIEV), 2013 International Conference on , vol., no., pp.1,5, 17-18 May, 2013, doi:10.1109/ICIEV.2013.6572701 

[21] T. F. Sanam; Imtiaz, Hafiz, "A DCT-based noisy speech enhancement method using Teager energy operator," Knowledge and Smart Technology (KST), 2013 5th International Conference on , vol., no., pp.16,20, Jan. 31 2013-Feb. 1 2013, doi: 10.1109/KST.2013.6512780

[22] T. F. Sanam; Shahnaz, C., "A combination of semisoft and μ-law thresholding functions for enhancing noisy speech in wavelet packet domain," Electrical & Computer Engineering (ICECE), 2012 7th International Conference on , vol., no., pp.884,887, 20-22 Dec. 2012, doi:10.1109/ICECE.2012.6471692 

[23] T. F. Sanam and Imtiaz, Hafiz; , "A novel approach of automated heart rate calculation in ECG Signal through Wave Boundaries Detection," IEEE International Conference on  Informatics, Electronics & Vision (ICIEV), vol., no., pp.677-682, 18-19 May 2012, doi: 10.1109/ICIEV.2012.6317532;              

[24] T. F. Sanam; Shahnaz, C., "An approach for noisy speech enhancement by employing the teager energy operation on wavelet packet," TENCON 2011 - 2011 IEEE Region 10 Conference , vol., no., pp.1135,1138, 21-24 Nov. 2011,doi:10.1109/TENCON.2011.612928

Demos/Poster Publication

[1]  T. F. Sanam and H. Godrich,  'Device Free Indoor Localization Using Channel State Information '  has been accepted for publication in 2018 ACM Richard Tapia Celebration of Diversity in Computing Conference (Tapia 2018).