Md. Osman Gani

56 papers A* 2B 8C 4Misc 1Journal 24Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DCD: Decomposition-based Causal Discovery from Autocorrelated and Non-Stationary Temporal Data. CoRR Muhammad Hasan Ferdous, Md. Osman Gani
2026	J	`jnl`	DKC: Data-driven and knowledge-guided causal discovery with application to healthcare data. Knowl. Based Syst. Uzma Hasan, Md. Osman Gani
2025	—	`conf`	A Knowledge-guided Framework to Enhance Causal Reasoning and Human-AI Collaboration. PerCom Workshops Uzma Hasan, Md. Osman Gani
2025	B	`conf`	A Smart and Barrier-Aware Navigation System for Wheelchair Routing. MASS Asm Mobarak Hossain, Nadim Mahmud, Ethan Han, Neil Advani, Bibodh Baral, Md. Osman Gani, Vaskar Raychoudhury
2025	B	`conf`	CKH: Causal Knowledge Hierarchy for Estimating Structural Causal Models from Data and Priors. COMPSAC Riddhiman Adib, Md Mobasshir Arshed Naved, Chih-Hao Fang, Md. Osman Gani, Ananth Grama, Paul M. Griffin, Uzma Hasan, Sheikh Iqbal Ahamed, Mohammad Adibuzzaman
2025	B	`conf`	Causal Discovery on the Effect of Antipsychotic Drugs on Delirium Patients in the ICU using Large Observational EHR Dataset. COMPSAC Riddhiman Adib, Md. Osman Gani, Sheikh Iqbal Ahamed, Mohammad Adibuzzaman
2025	C	`conf`	Causal Time Series Modeling of Supraglacial Lake Evolution in Greenland under Distribution Shift. ICMLA Emam Hossain, Muhammad Hasan Ferdous, Devon Dunmire, Aneesh Subramanian, Md. Osman Gani
2025	J	`jnl`	Causal Time Series Modeling of Supraglacial Lake Evolution in Greenland under Distribution Shift. CoRR Emam Hossain, Muhammad Hasan Ferdous, Devon Dunmire, Aneesh C. Subramanian, Md. Osman Gani
2025	—	`conf`	Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction. PerCom Workshops Emam Hossain, Muhammad Hasan Ferdous, Jianwu Wang, Aneesh Subramanian, Md. Osman Gani
2025	J	`jnl`	Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction. CoRR Emam Hossain, Muhammad Hasan Ferdous, Jianwu Wang, Aneesh C. Subramanian, Md. Osman Gani
2025	J	`jnl`	Free-Will vs Free-Wheel: Understanding Community Accessibility Requirements of Wheelchair Users through Interviews, Participatory Action, and Modeling. CoRR Hanna M. Noyce, Emily M. Olejniczak, Vaskar Raychoudhury, Roger O. Smith, Md. Osman Gani
2025	J	`jnl`	LLM-based Corroborating and Refuting Evidence Retrieval for Scientific Claim Verification. CoRR Siyuan Wang, James R. Foulds, Md. Osman Gani, Shimei Pan
2025	J	`jnl`	Learning What Matters: Causal Time Series Modeling for Arctic Sea Ice Prediction. CoRR Emam Hossain, Md. Osman Gani
2025	—	`conf`	Leveraging Causal AI for Robust Treatment Policy Formulation: An Ensemble Causal Tree Approach with Expert Insights in Critical Care Decision-Making. PerCom Workshops Uzma Hasan, Md. Osman Gani, Mohammad Adibuzzaman, Shravan Kethireddy
2025	—	`conf`	TimeGraph: Synthetic Benchmark Datasets for Robust Time-Series Causal Discovery. KDD (2) Muhammad Hasan Ferdous, Emam Hossain, Md. Osman Gani
2025	J	`jnl`	TimeGraph: Synthetic Benchmark Datasets for Robust Time-Series Causal Discovery. CoRR Muhammad Hasan Ferdous, Emam Hossain, Md. Osman Gani
2024	J	`jnl`	Causality for Earth Science - A Review on Time-series and Spatiotemporal Causality Methods. CoRR Sahara Ali, Uzma Hasan, Xingyan Li, Omar Faruque, Akila Sampath, Yiyi Huang, Md. Osman Gani, Jianwu Wang
2024	B	`conf`	FedAccess: Federated Learning-Based Built Surface Recognition for Wheelchair Routing. COMPSAC Rochishnu Banerjee, Ethan Han, Longze Li, Haoxiang Yu, Md. Osman Gani, Vaskar Raychoudhury, Roger O. Smith
2024	C	`conf`	Time Series Classification of Supraglacial Lakes Evolution over Greenland Ice Sheet. ICMLA Emam Hossain, Md. Osman Gani, Devon Dunmire, Aneesh C. Subramanian, Hammad Younas
2024	J	`jnl`	Time Series Classification of Supraglacial Lakes Evolution over Greenland Ice Sheet. CoRR Emam Hossain, Md. Osman Gani, Devon Dunmire, Aneesh Subramanian, Hammad Younas
2023	J	`jnl`	A Survey on Causal Discovery Methods for I.I.D. and Time Series Data. Trans. Mach. Learn. Res. Uzma Hasan, Emam Hossain, Md. Osman Gani
2023	J	`jnl`	A Survey on Causal Discovery Methods for Temporal and Non-Temporal Data. CoRR Uzma Hasan, Emam Hossain, Md. Osman Gani
2023	J	`jnl`	Automated Surface Classification System Using Vibration Patterns - A Case Study With Wheelchairs. IEEE Trans. Artif. Intell. Haoxiang Yu, Vaskar Raychoudhury, Snehanshu Saha, Janick Edinger, Roger O. Smith, Md. Osman Gani
2023	—	`conf`	CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data. MLHC Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani
2023	J	`jnl`	CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data. CoRR Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani
2023	J	`jnl`	KGS: Causal Discovery Using Knowledge-guided Greedy Equivalence Search. CoRR Uzma Hasan, Md. Osman Gani
2023	—	`conf`	MyPath: Accessible Route Generation Using Crowd-Sensed Surface Information. MobiQuitous (2) Thomas Nguyen, Md Fourkanul Islam, Rochishnu Banerjee, Hanna M. Noyce, Emily M. Olejniczak, Roger O. Smith, Md. Osman Gani, Vaskar Raychoudhury
2023	C	`conf`	Quantifying Causes of Arctic Amplification via Deep Learning Based Time-Series Causal Inference. ICMLA Sahara Ali, Omar Faruque, Yiyi Huang, Md. Osman Gani, Aneesh Subramanian, Nicole-Jeanne Schlegel, Jianwu Wang
2023	A*	`conf`	RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget (Student Abstract). AAAI Sourajit Saha, Shaswati Saha, Md. Osman Gani, Tim Oates, David Chapman
2023	J	`jnl`	RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget. CoRR Sourajit Saha, Shaswati Saha, Md. Osman Gani, Tim Oates, David Chapman
2023	J	`jnl`	Structural causal model with expert augmented knowledge to estimate the effect of oxygen therapy on mortality in the ICU. Artif. Intell. Medicine Md. Osman Gani, Shravan Kethireddy, Riddhiman Adib, Uzma Hasan, Paul M. Griffin, Mohammad Adibuzzaman
2023	A*	`conf`	eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract). AAAI Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani
2023	J	`jnl`	eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract). CoRR Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani
2022	J	`jnl`	CKH: Causal Knowledge Hierarchy for Estimating Structural Causal Models from Data and Priors. CoRR Riddhiman Adib, Md Mobasshir Arshed Naved, Chih-Hao Fang, Md. Osman Gani, Ananth Grama, Paul M. Griffin, Sheikh Iqbal Ahamed, Mohammad Adibuzzaman
2022	J	`jnl`	Causal Discovery on the Effect of Antipsychotic Drugs on Delirium Patients in the ICU using Large EHR Dataset. CoRR Riddhiman Adib, Md. Osman Gani, Sheikh Iqbal Ahamed, Mohammad Adibuzzaman
2022	—	`conf`	KCRL: A Prior Knowledge Based Causal Discovery Framework with Reinforcement Learning. MLHC Uzma Hasan, Md. Osman Gani
2022	—	`conf`	Surface Recognition from Wheelchair-induced Noisy Vibration Data: A Tale of Many Cities. MSN Rochishnu Banerjee, Md Fourkanul Islam, Shaswati Saha, Vaskar Raychoudhury, Md. Osman Gani
2021	B	`conf`	A Transfer Learning Approach to Surface Detection for Accessible Routing for Wheelchair Users. COMPSAC Valeria Mokrenko, Haoxiang Yu, Vaskar Raychoudhury, Janick Edinger, Roger O. Smith, Md. Osman Gani
2021	—	`conf`	Multispectral Object Detection with Deep Learning. CICBA Md. Osman Gani, Somenath Kuiry, Alaka Das, Mita Nasipuri, Nibaran Das
2021	J	`jnl`	Multispectral Object Detection with Deep Learning. CoRR Md. Osman Gani, Somenath Kuiry, Alaka Das, Mita Nasipuri, Nibaran Das
2020	B	`conf`	A Dynamic Taxi Ride Sharing System Using Particle Swarm Optimization. MASS Shrawani Silwal, Vaskar Raychoudhury, Snehanshu Saha, Md. Osman Gani
2020	J	`jnl`	Structural Causal Model with Expert Augmented Knowledge to Estimate the Effect of Oxygen Therapy on Mortality in the ICU. CoRR Md. Osman Gani, Shravan Kethireddy, Marvi Bikak, Paul M. Griffin, Mohammad Adibuzzaman
2019	B	`conf`	A Survey of Taxi Ride Sharing System Architectures. SMARTCOMP Shrawani Silwal, Md. Osman Gani, Vaskar Raychoudhury
2019	J	`jnl`	A light weight smartphone based human activity recognition system with high accuracy. J. Netw. Comput. Appl. Md. Osman Gani, Taskina Fayezeen, Richard J. Povinelli, Roger O. Smith, Muhammad Arif, Ahmed J. Kattan, Sheikh Iqbal Ahamed
2019	Misc	`conf`	CARE: Campus-wide Accessible Route Estimation through Surface Analysis. HotMobile John Hata, Md. Osman Gani, Vaskar Raychoudhury
2019	—	`conf`	MiamiMapper: Crowd Analysis using Active and Passive Indoor Localization through Wi-Fi Probe Monitoring. Q2SWinet Nicholas Jarvis, John Hata, Nicholas Wayne, Vaskar Raychoudhury, Md. Osman Gani
2019	—	`conf`	Personalized Pain Study Platform using Evidence-Based Continuous Learning Tool. COMPSAC (2) Amit Kumar Saha, G. M. Tanimul Ahsan, Md. Osman Gani, Sheikh Iqbal Ahamed
2019	—	`conf`	Smart Surface Classification for Accessible Routing through Built Environment: A Crowd-sourced Approach. BuildSys Md. Osman Gani, Vaskar Raychoudhury, Janick Edinger, Valeria Mokrenko, Zheng Cao, Ce Zhang
2019	—	`conf`	Yours Truly? Survey on Accessibility of Our Personal Data in the Connected World. PerCom Workshops Manh Nguyen, Md. Osman Gani, Vaskar Raychoudhury
2017	—	`conf`	A Novel Real-Time Non-invasive Hemoglobin Level Detection Using Video Images from Smartphone Camera. COMPSAC (1) Golam Mushih Tanimul Ahsan, Md. Osman Gani, Md. Kamrul Hasan, Sheikh Iqbal Ahamed, William C. Chu, Mohammad Adibuzzaman, Joshua Field
2016	C	`conf`	An approach to localization in crowded area. HealthCom Md. Osman Gani, Golam Mushih Tanimul Ahsan, Duc Do, Drew Williams, Mohammed Balfas, Sheikh Iqbal Ahamed, Muhammad Arif, Ahmed J. Kattan
2014	—	`conf`	Seeing Beyond Visibility: A Four Way Fusion of User Authentication for Efficient Usable Security on Mobile Devices. SERE (Companion) Farzana Rahman, Md. Osman Gani, Golam Mushih Tanimul Ahsan, Sheikh Iqbal Ahamed
2013	B	`conf`	RSSI Based Indoor Localization for Smartphone Using Fixed and Mobile Wireless Node. COMPSAC Md. Osman Gani, Casey O'Brien, Sheikh Iqbal Ahamed, Roger O. Smith
2011	—	`conf`	Recursive Implementation of Markov Model, A New Approach. AINA Workshops Md. Osman Gani, Sarah Isnain Binte Ashraf, Nafia Malik, Bushra Hossain, M. Afzal Hossain, Hasan Sarwar
2011	—	`conf`	Towards TTP-free lightweight solution for location privacy using location-based anonymity prediction. RACS Sheikh Iqbal Ahamed, Chowdhury Sharif Hasan, Md Munirul Haque, Md. Osman Gani
2009	J	`jnl`	Prediction of State of Wireless Network Using Markov and Hidden Markov Model. J. Networks Md. Osman Gani, Hasan Sarwar, Chowdhury Mofizur Rahman