Mohammad A. Khan

I am an assistant professor at North South University, Dhaka, Bangladesh. My research focuses on using AI, Machine Learning, Distributed Systems, and Social Networks for improving industrial processes.

Education

I finished my undergraduate in Computer Science and Engineering from Bangladesh University of Engineering and Technology, Dhaka, Bangladesh. Then I started my Ph.D. in Network Security at Depaul University, Chicago, IL. Later, I changed the research topic to Mobile Distributed Computing and went to New Jersey Institute of Technology, Newark, NJ. I worked on integrating new understandings of Social Networks and Machine Learning to Mobile Distributed Computing.

Research

We are currently working on improving industrial performance using Machine Learning and Artificial Intelligence. We have two active projects: improving the traveler's experiences on the roads and improving the working place for the Ready-Made Garments (RMG) industry. For the first project, we are working on modeling the road cracks and vibration experienced by Dhaka's car/bus/motorcycle riders (the capital of Bangladesh). For the second project, we are working on modeling the working steps and general work experiences of the workers of the RMG industry.

Publications

• Ishrat Jahan Ananya, Sarah Suad, Shadab Hafiz Choudhury, Mohammad Ashrafuzzaman Khan. "A Comparative Study on Approaches to Acoustic Scene Classification Using CNNs." Mexican International Conference on Artificial Intelligence. Springer, Cham, 2021.
• Tonmoay Deb, Mahieyin Rahmun, Shahriar Ali Bijoy, Mayamin Hamid Raha and Mohammad Ashrafuzzaman Khan. "UUCT - HyMP: Towards Tracking Dispersed Crowd Groups from UAVs" International Joint Conference on Neural Network (2021).
• Raha, Mayamin Hamid, Tonmoay Deb, Mahieyin Rahmun, Shahriar Ali Bijoy, Adnan Firoze, and Mohammad Ashrafuzzaman Khan. "CAE: Towards Crowd Anarchism Exploration." In 2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA), pp. 559-564. IEEE, 2020.
• Yuki, Jesia Quader, Md Mahfil Quader Sakib, Zaisha Zamal, Sabiha Haque Efel, and Mohammad Ashrafuzzaman Khan. "Detecting Depression from Human Conversations." In Proceedings of the 8th International Conference on Computer and Communications Management, pp. 14-18. 2020.
• Rahman, Md Masudur, Sayeed Md Shaiban, Saraf Sumaita Hasan, Md Rashad Tanjim, and Mohammad Ashrafuzzaman Khan. "Forensic Analysis of Bangla Handwritten Letters." In Proceedings of the 8th International Conference on Computer and Communications Management, pp. 74-78. 2020.
• Debnath, Hillol, Khan Mohammad Ashrafuzzaman, Nafize R. Paiker, Xiaoning Ding, Narain Gehani, Reza Curtmola, and Cristian Borcea. "The Moitree middleware for distributed mobile-cloud computing." Journal of Systems and Software 157 (2019): 110387.
• Khan, Mohammad A., Laurent Yeh, Karine Zeitouni, and Cristian Borcea. "MobiStore: A system for efficient mobile P2P data sharing." Peer-to-Peer Networking and Applications 10, no. 4 (2017): 910-924.
• Khan, Mohammad A. "Context-aware collaborative storage and programming for mobile users." (2016).
• Moitree: A Middleware for Cloud-Assisted Mobile Distributed Apps; Mohammad A. Khan, Hillol Debnath, Nafize R. Paiker, Narain Gehani, Xiaoning Ding, Reza Curtmola, Cristian Borcea; IEEE Mobile Cloud, 2016.
• Efficient Mobile P2P Data Sharing in MobiStore; Mohammad A. Khan, Laurent Yeh, Karine Zeitouni, Cristian Borcea; Journal of Peer-to-Peer Networking and Applications, Springer, 2016.
• Balanced Content Replication in Peer-to-Peer Online Social Networks;Mohammad Ashrafuzzaman Khan, Hillol Debnath, Cristian Borcea; IEEE Socialcom, 2016.
• Avatar: Mobile Distributed Computing in the Cloud; Cristian Borcea, Xiaoning Ding, Narain Gehani, Reza Curtmola, Mohammad A. Khan, Hillol Debnath; IEEE Mobile Cloud, 2015.
• MobiStore:Achieving Availability and Load Balance in a Mobile P2P Data Store (poster paper); Mohammad Ashrafuzzaman Khan, Laurent Yeh, Karine Zeitouni, and Cristian Borcea; MobiCase, 2014.
• Proactive Vehicle Re-routing Strategies for Congestion Avoidance;Susan Juan Pan, Mohammad Ashrafuzzaman Khan, Iulian Sandu Popa, Karine Zeitouni, and Cristian Borcea; DCOSS, 2012.

Teaching

University Profile