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Md. Osman Gani
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2020 – today
- 2024
- [c22]Rochishnu Banerjee, Ethan Han, Longze Li, Haoxiang Yu, Md. Osman Gani, Vaskar Raychoudhury, Roger O. Smith:
FedAccess: Federated Learning-Based Built Surface Recognition for Wheelchair Routing. COMPSAC 2024: 1406-1415 - [i11]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 abs/2404.05746 (2024) - [i10]Emam Hossain, Md. Osman Gani, Devon Dunmire, Aneesh Subramanian, Hammad Younas:
Time Series Classification of Supraglacial Lakes Evolution over Greenland Ice Sheet. CoRR abs/2410.05638 (2024) - 2023
- [j5]Md. Osman Gani, Shravan Kethireddy, Riddhiman Adib
, Uzma Hasan, Paul M. 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: 102493 (2023) - [j4]Haoxiang Yu
Automated Surface Classification System Using Vibration Patterns - A Case Study With Wheelchairs. IEEE Trans. Artif. Intell. 4(4): 884-895 (2023) - [j3]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) - [c21]Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani:
eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract). AAAI 2023: 16208-16209 - [c20]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: 16314-16315 - [c19]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: 689-696 - [c18]Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani:
CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data. MLHC 2023: 186-207 - [i9]Muhammad Hasan Ferdous
CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data. CoRR abs/2302.03246 (2023) - [i8]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. CoRR abs/2302.06134 (2023) - [i7]Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani:
eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract). CoRR abs/2303.02833 (2023) - [i6]Uzma Hasan, Emam Hossain, Md. Osman Gani:
A Survey on Causal Discovery Methods for Temporal and Non-Temporal Data. CoRR abs/2303.15027 (2023) - [i5]Uzma Hasan, Md. Osman Gani:
KGS: Causal Discovery Using Knowledge-guided Greedy Equivalence Search. CoRR abs/2304.05493 (2023) - 2022
- [c17]Uzma Hasan, Md. Osman Gani:
KCRL: A Prior Knowledge Based Causal Discovery Framework with Reinforcement Learning. MLHC 2022: 691-714 - [c16]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: 619-626 - [i4]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 abs/2204.13775 (2022) - [i3]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 abs/2205.01057 (2022) - 2021
- [c15]Md. Osman Gani, Somenath Kuiry, Alaka Das, Mita Nasipuri, Nibaran Das:
Multispectral Object Detection with Deep Learning. CICBA 2021: 105-117 - [c14]Valeria Mokrenko, Haoxiang Yu, Vaskar Raychoudhury
A Transfer Learning Approach to Surface Detection for Accessible Routing for Wheelchair Users. COMPSAC 2021: 794-803 - [i2]Md. Osman Gani, Somenath Kuiry, Alaka Das, Mita Nasipuri, Nibaran Das:
Multispectral Object Detection with Deep Learning. CoRR abs/2102.03115 (2021) - 2020
- [c13]Shrawani Silwal, Vaskar Raychoudhury, Snehanshu Saha, Md. Osman Gani:
A Dynamic Taxi Ride Sharing System Using Particle Swarm Optimization. MASS 2020: 112-120 - [i1]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 abs/2010.14774 (2020)
2010 – 2019
- 2019
- [j2]Md. Osman Gani, Taskina Fayezeen, Richard J. Povinelli
A light weight smartphone based human activity recognition system with high accuracy. J. Netw. Comput. Appl. 141: 59-72 (2019) - [c12]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: 490-495 - [c11]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: 1-10 - [c10]Manh Nguyen, Md. Osman Gani, Vaskar Raychoudhury:
Yours Truly? Survey on Accessibility of Our Personal Data in the Connected World. PerCom Workshops 2019: 292-297 - [c9]Md. Osman Gani, Vaskar Raychoudhury
Smart Surface Classification for Accessible Routing through Built Environment: A Crowd-sourced Approach. BuildSys 2019: 11-20 - [c8]Shrawani Silwal, Md. Osman Gani, Vaskar Raychoudhury:
A Survey of Taxi Ride Sharing System Architectures. SMARTCOMP 2019: 144-149 - [c7]John Hata, Md. Osman Gani, Vaskar Raychoudhury
CARE: Campus-wide Accessible Route Estimation through Surface Analysis. HotMobile 2019: 173 - 2017
- [c6]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: 967-972 - 2016
- [c5]Md. Osman Gani, Golam Mushih Tanimul Ahsan, Duc Do, Drew Williams
An approach to localization in crowded area. HealthCom 2016: 1-6 - 2014
- [c4]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: 121-129 - 2013
- [c3]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: 110-117 - 2011
- [c2]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: 216-220 - [c1]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: 293-297
2000 – 2009
- 2009
- [j1]Md. Osman Gani, Hasan Sarwar, Chowdhury Mofizur Rahman:
Prediction of State of Wireless Network Using Markov and Hidden Markov Model. J. Networks 4(10): 976-984 (2009)
Coauthor Index
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