Publications

Selected research, books, and professional contributions spanning AI, cybersecurity, prognostics, and education.

Highlights

22+ Publications

Peer-reviewed journals, conferences, posters, and applied AI research.
4 Books

Including Generative AI, Cybersecurity, and Ethics, published by Wiley.
AI, PHM & Materials Research

Research spanning generative AI, software prognostics, cybersecurity, and composite materials.

Text & Reference Book

Islam, M. R. (2025). Generative AI, Cybersecurity, and Ethics. Wiley, USA. ISBN: 978-1-394-27926-5.

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Peer-Reviewed Research

[22.J] Islam, M. R. (2025). The evolution of alpha in finance: Harnessing human insight and LLM agents. arXiv. DOI
[21.J] Islam, R. and Sandborn, P. (2023). Demonstration of a Response Time Based Remaining Useful Life Prediction for Software Systems. Journal of Prognostics and Health Management, 3(1), 9–36. DOI
[20.C] Islam, R. and Sandborn, P. Multimodal Generative AI for Story Point Estimation. IEEE Conference for AI, California, USA, Accepted.
[19.C] Islam, R. and Sandborn, P. (2024). Analyzing the Influence of Processor Speed and Clock Speed on Remaining Useful Life Estimation of Software Systems. Computing Conference, London, UK. Springer Nature. DOI
[18.C] Islam, R. and Sandborn, P. (2021). Application of Prognostics and Health Management to Software System Fault and Remaining Useful Life Prediction. ASME IDETC/CIE. DOI: 10.1115/DETC2021-70508.
[17.J] Adhikary, K., Islam, R., Rizvi, G., Park, C. (2013). Effect of extrusion conditions on cellular wood flour/high-density polyethylene composite profile. Journal of Thermoplastic Composite Materials, 26(8), 1127–1144.
[16.J] Adhikary, K., Islam, R., Rizvi, G., Park, C. (2011). Effects of Lubricant Content on Extrusion Processing and Mechanical Properties of Wood Flour-HDPE Composites. Journal of Thermoplastic Composite Materials, 24(2), 155–175.
[15.C] Islam, R., Rizvi, G., Park, C. Study on the Effect of Various WF, GF and Polymer Types on Directional Compression Molded WPC. ANTEC 2011, Massachusetts, USA.
[14.C] Islam, R., Adhikary, K., Rizvi, G., Park, C. Influence of Wood Flour Content on Mechanical Properties and Morphology of Extruded Foamed Wood Plastic Composites. ANTEC 2011.
[13.C] Islam, R., Rizvi, G. Study on the Process Parameters to Improve Strength of WPC Prepared by a Novel Compression Molding System. ANTEC 2011.
[12.C] Hasan, M. M., Islam, R., Park, C. B. PVT Behavior of Polystyrene in Presence of CO2+N2 Blends. ANTEC 2011.
[11.C] Islam, R., Haghverdian, E., Semeralul, H., Rizvi, G. Studying the Effect of Varying Wood and Plastic Types on Directional Compression Molded WPC. PPS-26, Canada.
[10.C] Islam, R., Haghverdian, E., Semeralul, H., Rizvi, G. Improvement of Strength of WPC Using Novel Compression Molding System. APMA-Auto 21, Canada.
[09.C] Adhikary, K., Islam, R., Rizvi, G., Park, C. B. Effects of Drawdown on Extruded Cellular Wood Fiber/HDPE Composites. Forest Products Society, USA.
[08.C] Islam, R., Adhikary, K., Rizvi, G. Optimization of Material Formulation and Processing Parameters for Wood Plastic Composite Foam Extrusion. ANTEC 2010.
[07.C] Rizvi, G., Islam, R., Haghverdian, E., Semeralul, H. Characterization of WPC Using Compression Molding with Directional Fiber Alignment. ANTEC 2010.
[06.C] Adhikary, K., Islam, R., Park, C. B., Rizvi, G. Batch Foaming of Glass Fiber Reinforced Wood Plastic Composites. ANTEC 2009.
[05.P] Rizvi, G., Islam, R., Semeralul, H., Haghverdian, E. Improvement of Strength of WPC Using Novel Compression Molding System. Poster presentation, 2011.
[04.P] Rizvi, G., Islam, R., Adhikary, K., Park, C. B. Optimization of Material Composition and Parameters for Profile Extrusion of WPC. Poster presentation, 2011.
[03.P] Rizvi, G., Islam, R., Adhikary, K., Semeralul, H., Haghverdian, E. Directional compression molded composites. Poster presentation, PPS-26, Canada.
[02.P] Rizvi, G., Islam, R., Adhikary, K., Semeralul, H., Haghverdian, E. Recyclable, Light-Weight Polymeric Composites for Automotive Applications. Poster presentation, Canada.
[01.P] Jung, P., Nofar, R., Islam, R., Adhikary, K., Park, C. B., Hossieny, R. Three Novel Applications of Foaming Technology for Polypropylene. Poster presentation. Received best poster award.

White Papers

Islam, R. (2025). ML-Powered Proactive Anomaly Diagnosis for Optimized Resource Management.

Islam, R. (2025). A Hybrid Clustering and NLP Framework for Dynamic Anomaly Classification.

Islam, R. (2023). Prompt tuning for Large Language Models.

Islam, R. (2023). Analytics Operating Eco System.

Islam, R. (2023). AI for C-Suite Decision Making.

Islam, R. (2023). CTGAN for Credit Card Analysis Synthetic Data.

Islam, R. (2023). Unveiling the Potential of CTGAN: Harnessing Generative AI and 50K Synthetic IRIS Dataset.

Editorial Services & Membership

Editorial & Review Services

Book Reviewer, Wiley
Conference Reviewer, ICLR
Journal Reviewer, RESS
Journal Reviewer, J.UCS
Associate Editor, JPHM
Membership

AAAI — Association for the Advancement of Artificial Intelligence
IEEE — Institute of Electrical and Electronics Engineers
Blogs

25+ blogs on generative AI, prompt tuning, algorithmic trading, NLP, supply chains, forecasting, ethics, GAN validation, healthcare, cybersecurity, and education.