Md Abdullah Al Hafiz Khan

Journal Papers

• Md Abdullah Al Hafiz Khan, Nirmalya Roy, H M Sajjad Hossain. Wearable Sensor-based Location-specific Occupancy Detection in Smart Environments. Accepted in Mobile Information Systems (MIS) Journal. January, 2018.
• H M Sajjad Hossain, Md Abdullah Al Hafiz Khan, Nirmalya Roy. DeActive: Scaling Activity Recognition with Active Deep Learning. Proceedings of ACM Interactive Mobile, Wearable, & Ubiquitous Technology. (IMWUT) (June 2018)
• H M Sajjad Hossain, Sreenivasan R. Ramamurthy, Md Abdullah Al Hafiz Khan and Nirmalya Roy. "An Active Sleep Monitoring Framework Using Wearables ", ACM Transactions on Interactive Intelligent Systems (TIIS), 2017.
• M Sajjad Hossain, Md Abdullah Al Hafiz Khan and Nirmalya Roy. "Active Learning Enabled Activity Recognition", Pervasive and Mobile Computing (PMC) Journal, Elsevier 2016 (in press)
• Md Abdullah Al Hafiz Khan, H M Sajjad Hossain, Nirmalya Roy. "Infrastructure-less Occupancy Detection and Semantic Localization in Smart Environments." EAI Endorsed Transactions on Context-aware Systems and Applications 15(5): e3, 2015. [Link]

Conference Papers

2019

• "Improving Disease Named Entity Recognition for Clinical Trial Matching". Md Abdullah Al Hafiz Khan, Md Shamsuzzaman, Sadid A. Hasan, Mohammad S Sorower, Joey Liu, Vivek Datla, Mladen Milosevic, Gabe Mankovich, Rob van Ommering, Nevenka Dimitrova. BIBM workshop (AIBH) 2019.
• "BoostER: A Performance Boosting Module for Biomedical Entity Recognition". Rahul Pandey, Md Shamsuzzaman, Sadid A. Hasan, Mohammad S Sorower, Md Abdullah Al Hafiz Khan, Joey Liu, Vivek Datla, Mladen Milosevic, Gabe Mankovich, Rob van Ommering, Nevenka Dimitrova. BIBM workshop (AIBH) 2019.
• "AugToAct: Scaling Complex Human Activity Recognition with Few Labels". Abu Zaher Md Faridee, Md Abdullah Al Hafiz Khan, Nilavra Pathak, Nirmalya Roy. 16th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, MobiQuitous 2019. Houston, United States.

2018

• Md Abdullah Al Hafiz Khan, Nirmalya Roy. "UnTran: Recognizing Unseen Activities with Unlabeled data using Transfer Learning". Accepted in ACM/IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI) (IoTDI 2018). Orlando, Florida, USA.
• Md Abdullah Al Hafiz Khan, David Welsh, Nirmalya Roy. "Firearm Detection Using Wrist Worn Tri-Axis Accelerometer Signals". Accepted in IEEE Workshop on Sensing Systems and Applications Using Wrist Worn Smart Devices (WristSense), 2018. Athens, Greece.
• Md Abdullah Al Hafiz Khan, Nirmalya Roy, Archan Misra. "Scaling Human Activity Recognition via Deep Learning-based Domain Adaptation". Accepted in IEEE international conference on Pervasive Computing and Communication (PerCom), 2018. Athens, Greece.

2017

• Md Abdullah Al Hafiz Khan, Nirmalya Roy, H M Sajjad Hossain. "COAR: Collaborative and Opportunistic Human Activity Recognition". In Proceeding of the 13th International Conference on Distributed Computing in Sensor Systems (DCOSS), 2017. Ottawa, Canada. [PDF]
• Md Abdullah Al Hafiz Khan, Nirmalya Roy. "TransAct: Transfer learning enabled activity recognition". In Proceeding of The First International Workshop on Pervasive Smart Living Spaces (PerLS), 2017. Kona, Big Island of Hawaii, USA. [PDF]
• H M Sajjad Hossain, Md Abdullah Al Hafiz Khan, Nirmalya Roy. "SoccerMate: A Personal Soccer Attribute Profiler using Wearables". In Proceeding of First International Workshop on Behavioral Implications of Contextual Analytics (BICA) (co-located with PerCom 2017). Kona, Big Island of Hawaii, USA. [PDF]
• Joseph Taylor, H M Sajjad Hossain, Mohammad Arif Ul Alam, Md Abdullah Al Hafiz Khan, Nirmalya Roy, Elizabeth Galik, and Aryya Gangopadhyay. "Demo: SenseBox: A Low-Cost Smart Home System". In Proceedings of the IEEE International Conference on Pervasive Computing and Communications Demonstrations (PerCom), March 2017. Kona, Big Island of Hawaii, USA. [PDF]
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2016

• Md Abdullah Al Hafiz Khan, Ruthvik Kukkapalli, Piyush Waradpande, Sekar Kulandaivel, Nilanjan Banerjee, Nirmalya Roy, Ryan Robucci. "RAM: Radar-based Activity Monitor." In Proceeding of InfoCom, San francisco, California, April, 2016.[PDF]
• H M Sajjd Hossain, Nirmalya Roy, Md Abdullah Al Hafiz Khan. "Active Learning Enabled Activity Recognition" In Proceeding of PerCom, Sydney, Australia, March, 2016. [PDF]

2015

• Md Abdullah Al Hafiz Khan, H M Sajjad Hossain, Nirmalya Roy. "Infrastructure-less Occupancy Detection and Semantic Localization in Smart Environments." In Proceeding of 12th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (Mobiquitous' 2015). Coimbra, Portugal. July, 2015. [PDF]
• Md Abdullah Al Hafiz Khan, H M Sajjad Hossain, Nirmalya Roy. "SensePresence: Infrastructure-less Occupancy Detection for Opportunistic Sensing Applications." In Proceeding of International Workshop On Human Mobility Computing And Privacy (HuMoComP '15) Pittsburgh. June, 2015. [PDF]
• H M Sajjad Hossain, Nirmalya Roy, Md Abdullah Al Hafiz Khan. "Sleep Well: A Sound Sleep Monitoring Framework for Community Scaling." In Proceeding of IEEE International Conference on Mobile Data Management (MDM '15) Pittsburgh. June, 2015. [PDF]
• Nilavra Pathak, Md Abdullah Al Hafiz Khan, Nirmalya Roy, "Acoustic Based Appliance State Identifications for Fine Grained Energy Analytics." In PerCom 2015, St. Louis, Missouri. [PDF]