Md. Noor-E.-Alam

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Two-Stage Interpretable Matching Framework for Causal Inference.
CoRR
Sahil Shikalgar, Md. Noor-E.-Alam
2025 J jnl
A lightweight graph neural network to predict long-term mortality in coronary artery disease patients: an interpretable causality-aware approach.
J. Biomed. Informatics
Mohammad Yaseliani, Md. Noor-E.-Alam, Osama Dasa, Xiaochen Xian, Carl J. Pepine, Md Mahmudul Hasan
2025 J jnl
Computational Framework for Target Tracking Information Fusion Problems.
INFORMS J. Comput.
Tianyu Yang, Jiongbai Liu, Tasnim Ibn Faiz, Chrysafis Vogiatzis, Md. Noor-E.-Alam
2025 J jnl
Optimizing Feature Selection in Causal Inference: A Three-Stage Computational Framework for Unbiased Estimation.
CoRR
Tianyu Yang, Md. Noor-E.-Alam
2024 J jnl
An explainable machine learning framework for predicting the risk of buprenorphine treatment discontinuation for opioid use disorder among commercially insured individuals.
Comput. Biol. Medicine
Jabed Al Faysal, Md. Noor-E.-Alam, Gary J. Young, Wei-Hsuan Lo-Ciganic, Amie J. Goodin, James L. Huang, Debbie L. Wilson, Tae Woo Park, Md Mahmudul Hasan
2024 J jnl
An online dynamic dual bin packing with lookahead approach for server-to-cell assignment in computer server industry.
Comput. Ind. Eng.
Mahmud Parvez, Pratik J. Parikh, Faisal Aqlan, Md. Noor-E.-Alam
2024 J jnl
Computational approaches for solving two-echelon vehicle and UAV routing problems for post-disaster humanitarian operations.
Expert Syst. Appl.
Tasnim Ibn Faiz, Chrysafis Vogiatzis, Md. Noor-E.-Alam
2024 J jnl
Self-help groups and opioid use disorder treatment: An investigation using a machine learning-assisted robust causal inference framework.
Int. J. Medical Informatics
Sahil Shikalgar, Scott G. Weiner, Gary J. Young, Md. Noor-E.-Alam
2022 J jnl
A Computational Framework for Solving Nonlinear Binary Optimization Problems in Robust Causal Inference.
INFORMS J. Comput.
Md. Saiful Islam, Md Sarowar Morshed, Md. Noor-E.-Alam
2022 J jnl
Decision-Making Using Big Data Relevant to Sustainable Development Goals (SDGs).
Big Data Cogn. Comput.
Saman Fattahi, A. M. M. Sharifu Ura, Md. Noor-E.-Alam
2021 J jnl
A machine learning based two-stage clinical decision support system for predicting patients' discontinuation from opioid use disorder treatment: retrospective observational study.
BMC Medical Informatics Decis. Mak.
Md Mahmudul Hasan, Gary J. Young, Jiesheng Shi, Prathamesh Mohite, Leonard D. Young, Scott G. Weiner, Md. Noor-E.-Alam
2021 J jnl
Feature Selection for Causal Inference from High Dimensional Observational Data with Outcome Adaptive Elastic Net.
CoRR
Md. Saiful Islam, Md. Noor-E.-Alam