Journals

1. T. Cultice, M. S. H. Onim, A. Giani and H. Thapliyal, "Investigating Quantum-Hybrid Support Vector Machines for Anomaly Detection in Industrial Control Systems" IEEE Transactions on Emerging Topics in Computing, 2025 (submitted)

2. M. S. H. Onim, E. K. Rhodus and H. Thapliyal, "Utilizing Machine Learning for Context-Aware Digital Biomarker of Stress in Older Adults" Information, 15, no. 5: 274, 2024. (Link)

3. D. Chanda, M. S. H. Onim, H. Nyeem, T. B. Ovi, and S. S. Naba, “Dcensnet: A new deep convolutional ensemble network for skin cancer classification,” Biomedical Signal Processing and Control, vol. 89, p. 105757, 2024. (Link)

4. M. S. H. Onim, E. K. Rhodus and H. Thapliyal, "A Review of Context-Aware Machine Learning for Stress Detection" IEEE Consumer Electronics Magazine. vol. 13, no. 4, pp. 10-16, July 2024 (Link)

5. M. S. H. Onim, H. Nyeem, M. W. K. Arnob and A. D. Pooja, "Unleashing the power of generative adversarial networks: A novel machine learning approach for vehicle detection and localisation in the dark" Cognitive Computation and Systems, vol. 5, no. 3, pp. 169–180, 2023. (Link)

6. M. S. H. Onim, Z. M. M. Sakif, A. Ahnaf, A. Kabir, A. K. Azad, A. M. T. Oo, R. Afreen, S. T. Hridy, T. Hossain, Mahtab and Jabid, and M. S. Ali, “Solnet: A convolutional neural network for detecting dust on solar panels,” Energies, vol. 16, no. 1, 2023. (Link)

7. M. S. H. Onim, H. Nyeem, K. Roy, M. Hasan, A. Ishmam, M. A. H. Akif, and T. B. Ovi, “Blpnet: A New DNN Model and Bengali OCR Engine for Automatic License Plate Recognition,” Array, vol. 15, p. 100244, 2022. (Link)

Conference Papers

1. M. S. H. Onim, Travis S Humble and H. Thapliyal, "Emotion Recognition in Older Adults with Quantum Machine Learning and Wearable Sensors" Proceedings of IEEE Computer Society Annual Symposium on VLSI 2025 (ISVLSI '25), Kalamata, Greece, July 6-9, 2025.

2. M. S. H. Onim and H. Thapliyal, "Emotion Detection in Older Adults Using Physiological Signals from Wearable Sensors" Proceedings of the Great Lakes Symposium on VLSI 2025 (GLSVLSI '25), New Orleans, LA, USA. ACM, New York, NY, USA, June 30 - July 2, 2025.

3. M. S. H. Onim and H. Thapliyal, "Detection of Physiological Data Tampering Attacks with Quantum Machine Learning" Proceedings of 2025 IEEE International Symposium on Circuits and Systems (ISCAS '25), London, UK, May 25-28, 2025.

4. M. S. H. Onim, Travis S Humble and H. Thapliyal, "Quantum Hybrid Support Vector Machines for Stress Detection in Older Adults" Proceedings of 2025 IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, NV, USA, 2025, pp. 1-4, 2025. (Link)

5. T. Cultice, M. S. H. Onim, A. Giani and H. Thapliyal, "Anomaly Detection for Real-World Cyber-Physical Security using Quantum Hybrid Support Vector Machine" Proceedings of IEEE Computer Society Annual Symposium on VLSI 2024 (ISVLSI '24), Knoxville, TN, USA, July 1-3, 2024. (Link)

6. M. S. H. Onim and H. Thapliyal, "Predicting Stress in Older Adults with RNN and LSTM from Time Series Sensor Data and Cortisol", Proceedings of IEEE Computer Society Annual Symposium on VLSI 2024 (ISVLSI '24), Knoxville, TN, USA, July 1-3, 2024. (Link)

7. M. S. H. Onim and H. Thapliyal, "CASD-OA: Context-Aware Stress Detection for Older Adults with Machine Learning and Cortisol Biomarker", Proceedings of the Great Lakes Symposium on VLSI 2023 (GLSVLSI '23), Knoxville, TN, USA. ACM, New York, NY, USA, June 5-7, 2023. (Link)

8. M. A. H. Akif, K. Roy, N. Abdullah, N. Z. Priota, and M. S. H. Onim, “Performance analysis of machine learning models for cheating detection in online examinations,” in 2022 25th International Conference on Computer and Information Technology (ICCIT '22), Cox’s Bazar, Bangladesh, 2022. (Link)

9. M. W. Arnob, A. Pooja, and M. S. H. Onim, “A Combined PCA-MLP Network for Early Breast Cancer Detection,” Proceedings of 2022 IEEE 2ND Asian Conference on Innovation in Technology (ASIANCON '22), Pune, India, August 2022. (Link)

10. T. B. Ovi, S. S. Naba, D. Chanda, and M. S. H. Onim, "A Transfer-Learning Based Ensemble Architecture for ECG Signal Classification", Proceedings of IEEE Region 10 Symposium (TENSYMP '22), Mumbai, India, June 2022. (Link)

11. A. Ishmam, M. Hasan, M. S. H. Onim, K. Roy, M. A. H. Akif, and H. Nyeem, "Modelling Lips-State Detection Using CNN for Non-Verbal Communications", Proceedings of IEEE International Conference on Fourth Industrial Revolution and Beyond 2021 (IC4IR '21), December 2021, Dhaka, Bangladesh. (Link)

12. S. M. Hossain, M. S. H. Onim, S. Biswas and A. H. Chowdhury, "Application of Machine Learning for Optimal Placement of Distributed Generation," 2021 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD '21), Dhaka, Bangladesh, 2021, pp. 231-234. (Link)

13. M. S. H. Onim, M. I. Akash, M. Haque, and R. I. Hafiz, "Traffic Surveillance using Vehicle License Plate Detection and Recognition in Bangladesh," 2020 11th International Conference on Electrical and Computer Engineering (ICECE '20), Dhaka, Bangladesh, 2020, pp. 121-124. (Link)

14. M. S. H. Onim, A. R. B. Ehtesham, A. Anbar, A. K. M. Nazrul Islam, and A. K. M. Mahbubur Rahman, "LULC classification by semantic segmentation of satellite images using FastFCN," 2020 2nd International Conference on Advanced Information and Communication Technology (ICAICT '20), Dhaka, Bangladesh, 2020, pp. 471-475. (Link)

Poster Presentations

1. M. S. H. Onim and H. Thapliyal, "Exploring the Feasibility of Wearable Sensors for Emotion Detection of Older Adults," in Alzheimer’s Association International Conference. ALZ, 2025.

2. B. Carter, M. S. H. Onim, N. Wolff, H. Thapliyal and E. K. Rhodus, "Analyzing Stress Reactions in Community-Dwelling Individuals with Alzheimer’s Disease and Associated Behavioral Symptoms" in The 20th Annual Spring Conference of the UK Center for Clinical and Translational Science (CCTS), 2025.

3. B. Carter, M. S. H. Onim, N. Wolff, H. Thapliyal and E. K. Rhodus, "Assessment of physiological and observable stress responses during functional tasks in community-dwelling individuals with Alzheimer’s disease and associated behavioral symptoms" in AOA Groves Memorial Student Research Symposium, 2025.

4. M. S. H. Onim and H. Thapliyal, "Performance of Quantum Hybrid Support Vector Machine in Stress Detection," Quantum Computing User Forum, 2024, ORNL, Knoxville, TN, USA, August 12-15, 2024. (Link)

5. E. K. Rhodus, M. S. H. Onim, C. Roberts, S. Kumar, A. M. Burhan, and H. Thapliyal, "Utilization of Wearable Devices as Means for Remote Digital Biometric Data Collection in a Community-based, Rural Randomized Controlled Trial Among Alzheimer’s Disease Dyads," in Alzheimer’s Association International Conference. ALZ, 2024. (Link)

6. H. Thapliyal and M. S. H. Onim, "Predicting Psychological and Physiological Stress with Biomarkers and Wearable Sensors" Military Health System Research Symposium (MHSRS), 2024 (Link)

7. C. Roberts, M. S. H. Onim, S. Kumar, A.M. Burhan, H. Thapliyal, E.K. Rhodus, "Implementation of RCT Intervention with Wearable Digital Biometric Collection in Rural Community-residing Dementia Dyads", The 19th Annual Spring Conference of the UK Center for Clinical and Translational Science (CCTS), 2024. Abstract (Link), Poster (Link).