Prediction of State of Wireless Network Using Markov and Hidden Markov Model. - Md. Osman Gani; Hasan Sarwar; Chowdhury Mofizur Rahman (J. Networks, 2009)

Recursive Implementation of Markov Model, A New Approach. - Md. Osman Gani; Sarah Isnain Binte Ashraf; Nafia Malik; Bushra Hossain; M. Afzal Hossain; Hasan Sarwar (AINA Workshops, 2011)

Towards TTP-free lightweight solution for location privacy using location-based anonymity prediction. - Sheikh Iqbal Ahamed; Chowdhury Sharif Hasan; Md Munirul Haque; Md. Osman Gani (RACS, 2011)

RSSI Based Indoor Localization for Smartphone Using Fixed and Mobile Wireless Node. - Md. Osman Gani; Casey O'Brien; Sheikh Iqbal Ahamed; Roger O. Smith (COMPSAC, 2013)

Seeing Beyond Visibility: A Four Way Fusion of User Authentication for Efficient Usable Security on Mobile Devices. - Farzana Rahman; Md. Osman Gani; Golam Mushih Tanimul Ahsan; Sheikh Iqbal Ahamed (SERE (Companion), 2014)

An approach to localization in crowded area. - Md. Osman Gani; Golam Mushih Tanimul Ahsan; Duc Do; Drew Williams; Mohammed Balfas; Sheikh Iqbal Ahamed; Muhammad Arif 006; Ahmed J. Kattan (HealthCom, 2016)

A Novel Real-Time Non-invasive Hemoglobin Level Detection Using Video Images from Smartphone Camera. - Golam Mushih Tanimul Ahsan; Md. Osman Gani; Md. Kamrul Hasan 007; Sheikh Iqbal Ahamed; William C. Chu; Mohammad Adibuzzaman; Joshua Field (COMPSAC (1), 2017)

Personalized Pain Study Platform using Evidence-Based Continuous Learning Tool. - Amit Kumar Saha; G. M. Tanimul Ahsan; Md. Osman Gani; Sheikh Iqbal Ahamed (COMPSAC (2), 2019)

MiamiMapper: Crowd Analysis using Active and Passive Indoor Localization through Wi-Fi Probe Monitoring. - Nicholas Jarvis; John Hata; Nicholas Wayne; Vaskar Raychoudhury; Md. Osman Gani (Q2SWinet, 2019)

Yours Truly? Survey on Accessibility of Our Personal Data in the Connected World. - Manh Nguyen; Md. Osman Gani; Vaskar Raychoudhury (PerCom Workshops, 2019)

Smart Surface Classification for Accessible Routing through Built Environment: A Crowd-sourced Approach. - Md. Osman Gani; Vaskar Raychoudhury; Janick Edinger; Valeria Mokrenko; Zheng Cao 005; Ce Zhang (BuildSys, 2019)

A Survey of Taxi Ride Sharing System Architectures. - Shrawani Silwal; Md. Osman Gani; Vaskar Raychoudhury (SMARTCOMP, 2019)

CARE: Campus-wide Accessible Route Estimation through Surface Analysis. - John Hata; Md. Osman Gani; Vaskar Raychoudhury (HotMobile, 2019)

A light weight smartphone based human activity recognition system with high accuracy. - Md. Osman Gani; Taskina Fayezeen; Richard J. Povinelli; Roger O. Smith; Muhammad Arif 006; Ahmed J. Kattan; Sheikh Iqbal Ahamed (J. Netw. Comput. Appl., 2019)

A Dynamic Taxi Ride Sharing System Using Particle Swarm Optimization. - Shrawani Silwal; Vaskar Raychoudhury; Snehanshu Saha; Md. Osman Gani (MASS, 2020)

Structural Causal Model with Expert Augmented Knowledge to Estimate the Effect of Oxygen Therapy on Mortality in the ICU. - Md. Osman Gani; Shravan Kethireddy; Marvi Bikak; Paul M. Griffin; Mohammad Adibuzzaman (CoRR, 2020)

Multispectral Object Detection with Deep Learning. - Md. Osman Gani; Somenath Kuiry; Alaka Das; Mita Nasipuri; Nibaran Das (CICBA, 2021)

A Transfer Learning Approach to Surface Detection for Accessible Routing for Wheelchair Users. - Valeria Mokrenko; Haoxiang Yu; Vaskar Raychoudhury; Janick Edinger; Roger O. Smith; Md. Osman Gani (COMPSAC, 2021)

KCRL: A Prior Knowledge Based Causal Discovery Framework with Reinforcement Learning. - Uzma Hasan; Md. Osman Gani (MLHC, 2022)

Surface Recognition from Wheelchair-induced Noisy Vibration Data: A Tale of Many Cities. - Rochishnu Banerjee; Md Fourkanul Islam; Shaswati Saha; Vaskar Raychoudhury; Md. Osman Gani (MSN, 2022)

CKH: Causal Knowledge Hierarchy for Estimating Structural Causal Models from Data and Priors. - Riddhiman Adib; Md Mobasshir Arshed Naved; Chih-Hao Fang; Md. Osman Gani; Ananth Grama; Paul M. Griffin; Sheikh Iqbal Ahamed; Mohammad Adibuzzaman (CoRR, 2022)

Causal Discovery on the Effect of Antipsychotic Drugs on Delirium Patients in the ICU using Large EHR Dataset. - Riddhiman Adib; Md. Osman Gani; Sheikh Iqbal Ahamed; Mohammad Adibuzzaman (CoRR, 2022)

eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract). - Muhammad Hasan Ferdous; Uzma Hasan; Md. Osman Gani (AAAI, 2023)

RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget (Student Abstract). - Sourajit Saha; Shaswati Saha; Md. Osman Gani; Tim Oates 001; David Chapman 001 (AAAI, 2023)

Quantifying Causes of Arctic Amplification via Deep Learning Based Time-Series Causal Inference. - Sahara Ali; Omar Faruque; Yiyi Huang; Md. Osman Gani; Aneesh Subramanian; Nicole-Jeanne Schlegel; Jianwu Wang 001 (ICMLA, 2023)

CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data. - Muhammad Hasan Ferdous; Uzma Hasan; Md. Osman Gani (MLHC, 2023)

MyPath: Accessible Route Generation Using Crowd-Sensed Surface Information. - Thomas Nguyen; Md Fourkanul Islam; Rochishnu Banerjee; Hanna M. Noyce; Emily M. Olejniczak; Roger O. Smith; Md. Osman Gani; Vaskar Raychoudhury (MobiQuitous (2), 2023)

RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget. - Sourajit Saha; Shaswati Saha; Md. Osman Gani; Tim Oates 001; David Chapman 001 (CoRR, 2023)

A Survey on Causal Discovery Methods for Temporal and Non-Temporal Data. - Uzma Hasan; Emam Hossain; Md. Osman Gani (CoRR, 2023)

KGS: Causal Discovery Using Knowledge-guided Greedy Equivalence Search. - Uzma Hasan; Md. Osman Gani (CoRR, 2023)

Automated Surface Classification System Using Vibration Patterns - A Case Study With Wheelchairs. - Haoxiang Yu; Vaskar Raychoudhury; Snehanshu Saha; Janick Edinger; Roger O. Smith; Md. Osman Gani (IEEE Trans. Artif. Intell., 2023)

A Survey on Causal Discovery Methods for I.I.D. and Time Series Data. - Uzma Hasan; Emam Hossain; Md. Osman Gani (Trans. Mach. Learn. Res., 2023)

Structural causal model with expert augmented knowledge to estimate the effect of oxygen therapy on mortality in the ICU. - Md. Osman Gani; Shravan Kethireddy; Riddhiman Adib; Uzma Hasan; Paul M. Griffin; Mohammad Adibuzzaman (Artif. Intell. Medicine, 2023)

FedAccess: Federated Learning-Based Built Surface Recognition for Wheelchair Routing. - Rochishnu Banerjee; Ethan Han; Longze Li; Haoxiang Yu; Md. Osman Gani; Vaskar Raychoudhury; Roger O. Smith (COMPSAC, 2024)

Time Series Classification of Supraglacial Lakes Evolution over Greenland Ice Sheet. - Emam Hossain; Md. Osman Gani; Devon Dunmire; Aneesh C. Subramanian; Hammad Younas (ICMLA, 2024)

Causality for Earth Science - A Review on Time-series and Spatiotemporal Causality Methods. - Sahara Ali; Uzma Hasan; Xingyan Li; Omar Faruque; Akila Sampath; Yiyi Huang; Md. Osman Gani; Jianwu Wang 001 (CoRR, 2024)

Time Series Classification of Supraglacial Lakes Evolution over Greenland Ice Sheet. - Emam Hossain; Md. Osman Gani; Devon Dunmire; Aneesh Subramanian; Hammad Younas (CoRR, 2024)

Causal Discovery on the Effect of Antipsychotic Drugs on Delirium Patients in the ICU using Large Observational EHR Dataset. - Riddhiman Adib; Md. Osman Gani; Sheikh Iqbal Ahamed; Mohammad Adibuzzaman (COMPSAC, 2025)

CKH: Causal Knowledge Hierarchy for Estimating Structural Causal Models from Data and Priors. - Riddhiman Adib; Md Mobasshir Arshed Naved; Chih-Hao Fang; Md. Osman Gani; Ananth Grama; Paul M. Griffin; Uzma Hasan; Sheikh Iqbal Ahamed; Mohammad Adibuzzaman (COMPSAC, 2025)

A Knowledge-guided Framework to Enhance Causal Reasoning and Human-AI Collaboration. - Uzma Hasan; Md. Osman Gani (PerCom Workshops, 2025)

Leveraging Causal AI for Robust Treatment Policy Formulation: An Ensemble Causal Tree Approach with Expert Insights in Critical Care Decision-Making. - Uzma Hasan; Md. Osman Gani; Mohammad Adibuzzaman; Shravan Kethireddy (PerCom Workshops, 2025)

Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction. - Emam Hossain; Muhammad Hasan Ferdous; Jianwu Wang 001; Aneesh Subramanian; Md. Osman Gani (PerCom Workshops, 2025)

Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction. - Emam Hossain; Muhammad Hasan Ferdous; Jianwu Wang 001; Aneesh C. Subramanian; Md. Osman Gani (CoRR, 2025)

LLM-based Corroborating and Refuting Evidence Retrieval for Scientific Claim Verification. - Siyuan Wang; James R. Foulds; Md. Osman Gani; Shimei Pan (CoRR, 2025)

TimeGraph: Synthetic Benchmark Datasets for Robust Time-Series Causal Discovery. - Muhammad Hasan Ferdous; Emam Hossain; Md. Osman Gani (CoRR, 2025)