publications

Publications in reversed chronological order

2023

  1. 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 Griffin, and 1 more author
    Artificial Intelligence in Medicine, 2023
  2. MyPath: Accessible Routing for Wheelchair Users
    Shaswati Saha, Lauren Selingo, Emily Olejniczak, Hanna Noyce, Vaskar Raychoudhury, and 2 more authors
    UMBC Student Collection, 2023
  3. CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data
    Muhammad Hasan Ferdous, Uzma Hasan, and Md Osman Gani
    arXiv preprint arXiv:2302.03246, 2023
  4. RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget
    Sourajit Saha, Shaswati Saha, Md Osman Gani, Tim Oates, and David Chapman
    arXiv preprint arXiv:2302.06134, 2023
  5. eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract)
    Muhammad Hasan Ferdous, Uzma Hasan, and Md Osman Gani
    arXiv preprint arXiv:2303.02833, 2023

2022

  1. 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, and Mohammad Adibuzzaman
    arXiv preprint arXiv:2205.01057, 2022
  2. 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, and 3 more authors
    arXiv preprint arXiv:2204.13775, 2022
  3. Automated Surface Classification System using Vibration Patterns-A Case Study with Wheelchairs
    Haoxiang Yu, Vaskar Raychoudhury, Snehanshu Saha, Janick Edinger, Roger O Smith, and 1 more author
    IEEE Transactions on Artificial Intelligence, 2022
  4. KCRL: A Prior Knowledge Based Causal Discovery Framework With Reinforcement Learning
    Uzma Hasan, and Md Osman Gani
    Proceedings of Machine Learning Research, 2022

2021

  1. A Transfer Learning Approach to Surface Detection for Accessible Routing for Wheelchair Users
    Valeria Mokrenko, Haoxiang Yu, Vaskar Raychoudhury, Janick Edinger, Roger O Smith, and 1 more author
    In 2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC), 2021

2020

  1. STRUCTURAL CAUSAL MODEL WITH EXPERT AUGMENTED KNOWLEDGE TO ESTIMATE THE EFFECT OF OXYGEN THERAPY
    Marvi Bikak, Shravan Kethireddy, Md Osman Gani, and Mohammad Adibuzzaman
    In CHEST, 2020
  2. A Dynamic Taxi Ride Sharing System Using Particle Swarm Optimization
    Shrawani Silwal, Vaskar Raychoudhury, Snehanshu Saha, and Md Osman Gani
    In IEEE 17th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), 2020

2019

  1. 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, and 2 more authors
    Journal of Network and Computer Applications, 2019
  2. A survey of taxi ride sharing system architectures
    Shrawani Silwal, Md Osman Gani, and Vaskar Raychoudhury
    In 2019 IEEE International Conference on Smart Computing (SMARTCOMP), 2019
  3. Yours truly? Survey on accessibility of our personal data in the connected world
    Manh Nguyen, Md Osman Gani, and Vaskar Raychoudhury
    In 2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2019
  4. Smart surface classification for accessible routing through built environment: A crowd-sourced approach
    Md Osman Gani, Vaskar Raychoudhury, Janick Edinger, Valeria Mokrenko, Zheng Cao, and 1 more author
    In Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, 2019
  5. Miamimapper: Crowd analysis using active and passive indoor localization through wi-fi probe monitoring
    Nicholas Jarvis, John Hata, Nicholas Wayne, Vaskar Raychoudhury, and Md Osman Gani
    In Proceedings of the 15th ACM International Symposium on QoS and Security for Wireless and Mobile Networks, 2019
  6. Personalized Pain Study Platform using Evidence-Based Continuous Learning Tool
    Amit Kumar Saha, GM Tanimul Ahsan, Md Osman Gani, and Sheikh Iqbal Ahamed
    In 2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC), 2019
  7. CARE: Campus-wide Accessible Route Estimation through Surface Analysis
    John Hata, Osman Gani, and Vaskar Raychoudhury
    In Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications, 2019
  8. PerAwareCity’19-4th IEEE International Workshop on Pervasive Context-Aware Smart Cities and Intelligent Transport Systems-Welcome and Committees
    Mohammad Saiedur Rahaman, Md Osman Gani, and Divya Saxena
    In 2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019, 2019

2017

  1. A novel approach to complex human activity recognition
    Md Osman Gani
    Marquette University, 2017
  2. A novel framework to recognize complex human activity
    Md Osman Gani, Amit Kumar Saha, Golam Mushih Tanimul Ahsan, Sheikh Iqbal Ahamed, and Roger O Smith
    In 2017 IEEE 41st Annual Computer Software and Applications Conference (COMPSAC), 2017
  3. A novel real-time non-invasive hemoglobin level detection using video images from smartphone camera
    Golam MT Ahsan, Md O Gani, Md K Hasan, Sheikh I Ahamed, William Chu, and 2 more authors
    In 2017 IEEE 41st Annual Computer Software and Applications Conference (COMPSAC), 2017

2016

  1. Challenges in developing applications for aging populations
    Drew Marie Williams, Md Osman Gani, Ivor D Addo, AKM Jahangir Alam Majumder, Chandana P Tamma, and 4 more authors
    In Optimizing Assistive Technologies for Aging Populations, 2016
  2. An approach to localization in crowded area
    Md Osman Gani, Golam Mushih Tanimul Ahsan, Duc Do, Williams Drew, Mohammed Balfas, and 3 more authors
    In 2016 IEEE 18th International Conference on e-Health Networking, Applications and Services (Healthcom), 2016
  3. A novel approach for localization in crowded area without gps
    Golam Mushih DDDWMBSIAMAAJK Md Osman Gani, and Tanimul Ahsan
    IEEE Healthcom, 2016

2015

  1. Simple activity recognition using smartphone technologies for in-home rehabilitation
    Md Osman Gani, Taskina Fayezeen, Sheikh Iqbal Ahamed, Dennis B Tomashek, and Roger O Smith
    In RESNA Annual Conference. https://www. resna. org/sites/default/files/conference/2015/pdf_versions/other/151. pdf, 2015

2014

  1. Effect of a social script iPad application for children with autism going to imaging
    Norah Johnson, Octavia Bree, Erin E Lalley, Kelly Rettler, Pam Grande, and 2 more authors
    Journal of pediatric nursing, 2014
  2. 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, and Sheikh Iqbal Ahamed
    In Software Security and Reliability-Companion (SERE-C), 2014 IEEE Eighth International Conference on, 2014
  3. Effect of an iPad application for medical imaging procedure preparation for children with autism spectrum disorder
    N Johnson, O Bree, E Lalley, K Rettler, P Grande, and 2 more authors
    Journal of Pediatric Nursing, 2014

2013

  1. RSSI based indoor localization for smartphone using fixed and mobile wireless node
    Md Osman Gani, Casey OBrien, Sheikh I Ahamed, and Roger O Smith
    In 2013 IEEE 37th Annual Computer Software and Applications Conference, 2013

2011

  1. Towards TTP-free lightweight solution for location privacy using location-based anonymity prediction
    Sheikh I Ahamed, Chowdhury S Hasan, Md M Haque, and Md O Gani
    In Proceedings of the 2011 ACM Symposium on Research in Applied Computation, 2011
  2. Recursive Implementation of Markov Model, A New Approach
    Md Gani, Sarah Isnain Binte Ashraf, Nafia Malik, Bushra Hossain, M Afzal Hossain, and 2 more authors
    In Advanced Information Networking and Applications (WAINA), 2011 IEEE Workshops of International Conference on, 2011
  3. Architecture & Implementation of Bangla Text to Braille Translation
    Samiul Azam, Imtiaz Ahamad Khan, Md Osman Gani, Mahbub Ul Islam, and Syed Akhter Hossain
    In International Conference on Computer Processing of Bangla, 2011
  4. Computational model for bangla text to braille translation
    Fakhruddin Muhammad Mahbub-ul-Islam, Ahamad Imtiaz Khan, Md Osman Gani, Samiul Azam, and Syed Akhter Hossain
    In 2nd International Conference on Computer Processing of Bangla, 2011

2009

  1. Prediction of State of Wireless Network Using Markov and Hidden Markov Model.
    MD Osman Gani, Hasan Sarwar, and Chowdhury Mofizur Rahman
    J. Networks, 2009

2008

  1. Prediction of the density of active wireless device using markov model
    MD Osman Gani, Iftekhar Jahan Mehedi, Mehnaz Seraj, Hasan Sarwar, and Chowdhury Mofizur Rahman
    In 2008 11th International Conference on Computer and Information Technology, 2008