Md. Osman Gani

According to our database, Md. Osman Gani authored at least 35 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

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

CoRR, 2024

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

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

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, March, 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

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

KGS: Causal Discovery Using Knowledge-guided Greedy Equivalence Search.

Uzma Hasan, Md. Osman Gani

CoRR, 2023

A Survey on Causal Discovery Methods for Temporal and Non-Temporal Data.

Uzma Hasan, Emam Hossain, Md. Osman Gani

CoRR, 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, David Chapman

CoRR, 2023

CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data.

Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani

Proceedings of the Machine Learning for Healthcare Conference, 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

Proceedings of the International Conference on Machine Learning and Applications, 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, David Chapman

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract).

Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

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

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

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

Proceedings of the 18th International Conference on Mobility, Sensing and Networking, 2022

KCRL: A Prior Knowledge Based Causal Discovery Framework with Reinforcement Learning.

Uzma Hasan, Md. Osman Gani

Proceedings of the Machine Learning for Healthcare Conference, 2022

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

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

Multispectral Object Detection with Deep Learning.

Md. Osman Gani, Somenath Kuiry, Alaka Das, Mita Nasipuri, Nibaran Das

Proceedings of the Computational Intelligence in Communications and Business Analytics, 2021

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

A Dynamic Taxi Ride Sharing System Using Particle Swarm Optimization.

Shrawani Silwal, Vaskar Raychoudhury, Snehanshu Saha, Md. Osman Gani

Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020

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, Ahmed J. Kattan, Sheikh Iqbal Ahamed

J. Netw. Comput. Appl., 2019

CARE: Campus-wide Accessible Route Estimation through Surface Analysis.

John Hata, Md. Osman Gani, Vaskar Raychoudhury

Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications, 2019

A Survey of Taxi Ride Sharing System Architectures.

Shrawani Silwal, Md. Osman Gani, Vaskar Raychoudhury

Proceedings of the IEEE International Conference on Smart Computing, 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, Ce Zhang

Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Yours Truly? Survey on Accessibility of Our Personal Data in the Connected World.

Manh Nguyen, Md. Osman Gani, Vaskar Raychoudhury

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 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

Proceedings of the 15th ACM International Symposium on QoS and Security for Wireless and Mobile Networks, 2019

Personalized Pain Study Platform using Evidence-Based Continuous Learning Tool.

Amit Kumar Saha, G. M. Tanimul Ahsan, Md. Osman Gani, Sheikh Iqbal Ahamed

Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

2017

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, Sheikh Iqbal Ahamed, William C. Chu, Mohammad Adibuzzaman, Joshua Field

Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017

2016

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, Ahmed J. Kattan

Proceedings of the 18th IEEE International Conference on e-Health Networking, 2016

2014

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

Proceedings of the IEEE Eighth International Conference on Software Security and Reliability, 2014

2013

RSSI Based Indoor Localization for Smartphone Using Fixed and Mobile Wireless Node.

Md. Osman Gani, Casey O'Brien, Sheikh Iqbal Ahamed, Roger O. Smith

Proceedings of the 37th Annual IEEE Computer Software and Applications Conference, 2013

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

Proceedings of the Research in Applied Computation Symposium, 2011

Recursive Implementation of Markov Model, A New Approach.

Md. Osman Gani, Sarah Isnain Binte Ashraf, Nafia Malik, Bushra Hossain, M. Afzal Hossain, Hasan Sarwar

Proceedings of the 25th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2011

2009

Prediction of State of Wireless Network Using Markov and Hidden Markov Model.

Md. Osman Gani, Hasan Sarwar, Chowdhury Mofizur Rahman

J. Networks, 2009