Md. Osman Gani

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 28

Top Topics

Causal Discovery

Activity Recognition

Top Venues

Artif. Intell. Medicine

Publications

Sahara Ali, Uzma Hasan, Xingyan Li, Omar Faruque, Akila Sampath, Yiyi Huang, Md. Osman Gani, Jianwu Wang
Causality for Earth Science - A Review on Time-series and Spatiotemporal Causality Methods. CoRR (2024)
Uzma Hasan, Emam Hossain, Md. Osman Gani
A Survey on Causal Discovery Methods for I.I.D. and Time Series Data. Trans. Mach. Learn. Res. 2023 (2023)
Md. Osman Gani, Shravan Kethireddy, Riddhiman Adib, Uzma Hasan, Paul Griffin, Mohammad Adibuzzaman
Structural causal model with expert augmented knowledge to estimate the effect of oxygen therapy on mortality in the ICU. Artif. Intell. Medicine 137 (2023)
Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani
CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data. MLHC (2023)
Sahara Ali, Omar Faruque, Yiyi Huang, Md. Osman Gani, Aneesh Subramanian, Nicole-Jeanne Schlegel, Jianwu Wang
Quantifying Causes of Arctic Amplification via Deep Learning Based Time-Series Causal Inference. ICMLA (2023)
Haoxiang Yu, Vaskar Raychoudhury, Snehanshu Saha, Janick Edinger, Roger O. Smith, Md. Osman Gani
Automated Surface Classification System Using Vibration Patterns - A Case Study With Wheelchairs. IEEE Trans. Artif. Intell. 4 (4) (2023)
Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani
eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract). AAAI (2023)
Uzma Hasan, Emam Hossain, Md. Osman Gani
A Survey on Causal Discovery Methods for Temporal and Non-Temporal Data. CoRR (2023)
Sourajit Saha, Shaswati Saha, Md. Osman Gani, Tim Oates, David Chapman
RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget (Student Abstract). AAAI (2023)
Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani
eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract). CoRR (2023)
Uzma Hasan, Md. Osman Gani
KGS: Causal Discovery Using Knowledge-guided Greedy Equivalence Search. CoRR (2023)
Rochishnu Banerjee, Md Fourkanul Islam, Shaswati Saha, Vaskar Raychoudhury, Md. Osman Gani
Surface Recognition from Wheelchair-induced Noisy Vibration Data: A Tale of Many Cities. MSN (2022)
Riddhiman Adib, Md. Osman Gani, Sheikh Iqbal Ahamed, Mohammad Adibuzzaman
Causal Discovery on the Effect of Antipsychotic Drugs on Delirium Patients in the ICU using Large EHR Dataset. CoRR (2022)
Riddhiman Adib, Md Mobasshir Arshed Naved, Chih-Hao Fang, Md. Osman Gani, Ananth Grama, Paul M. Griffin, Sheikh Iqbal Ahamed, Mohammad Adibuzzaman
CKH: Causal Knowledge Hierarchy for Estimating Structural Causal Models from Data and Priors. CoRR (2022)
Md. Osman Gani, Somenath Kuiry, Alaka Das, Mita Nasipuri, Nibaran Das
Multispectral Object Detection with Deep Learning. CoRR (2021)
Valeria Mokrenko, Haoxiang Yu, Vaskar Raychoudhury, Janick Edinger, Roger O. Smith, Md. Osman Gani
A Transfer Learning Approach to Surface Detection for Accessible Routing for Wheelchair Users. COMPSAC (2021)
Md. Osman Gani, Somenath Kuiry, Alaka Das, Mita Nasipuri, Nibaran Das
Multispectral Object Detection with Deep Learning. CICBA (2021)
Md. Osman Gani, Shravan Kethireddy, Marvi Bikak, Paul M. Griffin, Mohammad Adibuzzaman
Structural Causal Model with Expert Augmented Knowledge to Estimate the Effect of Oxygen Therapy on Mortality in the ICU. CoRR (2020)
Shrawani Silwal, Vaskar Raychoudhury, Snehanshu Saha, Md. Osman Gani
A Dynamic Taxi Ride Sharing System Using Particle Swarm Optimization. MASS (2020)
Md. Osman Gani, Vaskar Raychoudhury, Janick Edinger, Valeria Mokrenko, Zheng Cao, Ce Zhang
Smart Surface Classification for Accessible Routing through Built Environment: A Crowd-sourced Approach. BuildSys@SenSys (2019)
Amit Kumar Saha, G. M. Tanimul Ahsan, Md. Osman Gani, Sheikh Iqbal Ahamed
Personalized Pain Study Platform using Evidence-Based Continuous Learning Tool. COMPSAC (2) (2019)
John Hata, Md. Osman Gani, Vaskar Raychoudhury
CARE: Campus-wide Accessible Route Estimation through Surface Analysis. HotMobile (2019)
Nicholas Jarvis, John Hata, Nicholas Wayne, Vaskar Raychoudhury, Md. Osman Gani
MiamiMapper: Crowd Analysis using Active and Passive Indoor Localization through Wi-Fi Probe Monitoring. Q2SWinet (2019)
Shrawani Silwal, Md. Osman Gani, Vaskar Raychoudhury
A Survey of Taxi Ride Sharing System Architectures. SMARTCOMP (2019)
Manh Nguyen, Md. Osman Gani, Vaskar Raychoudhury
Yours Truly? Survey on Accessibility of Our Personal Data in the Connected World. PerCom Workshops (2019)
Md. Osman Gani, Taskina Fayezeen, Richard J. Povinelli, Roger O. Smith, Muhammad Arif, Ahmed J. Kattan, Sheikh Iqbal Ahamed
A light weight smartphone based human activity recognition system with high accuracy. J. Netw. Comput. Appl. 141 (2019)
Golam Mushih Tanimul Ahsan, Md. Osman Gani, Md. Kamrul Hasan, Sheikh Iqbal Ahamed, William C. Chu, Mohammad Adibuzzaman, Joshua Field
A Novel Real-Time Non-invasive Hemoglobin Level Detection Using Video Images from Smartphone Camera. COMPSAC (1) (2017)
Md. Osman Gani, Golam Mushih Tanimul Ahsan, Duc Do, Drew Williams, Mohammed Balfas, Sheikh Iqbal Ahamed, Muhammad Arif, Ahmed J. Kattan
An approach to localization in crowded area. HealthCom (2016)
Farzana Rahman, Md. Osman Gani, Golam Mushih Tanimul Ahsan, Sheikh Iqbal Ahamed
Seeing Beyond Visibility: A Four Way Fusion of User Authentication for Efficient Usable Security on Mobile Devices. SERE (Companion) (2014)
Md. Osman Gani, Casey O'Brien, Sheikh Iqbal Ahamed, Roger O. Smith
RSSI Based Indoor Localization for Smartphone Using Fixed and Mobile Wireless Node. COMPSAC (2013)
Md. Osman Gani, Sarah Isnain Binte Ashraf, Nafia Malik, Bushra Hossain, M. Afzal Hossain, Hasan Sarwar
Recursive Implementation of Markov Model, A New Approach. AINA Workshops (2011)
Sheikh Iqbal Ahamed, Chowdhury Sharif Hasan, Md Munirul Haque, Md. Osman Gani
Towards TTP-free lightweight solution for location privacy using location-based anonymity prediction. RACS (2011)
Md. Osman Gani, Hasan Sarwar, Chowdhury Mofizur Rahman
Prediction of State of Wireless Network Using Markov and Hidden Markov Model. J. Networks 4 (10) (2009)