CV (PDF)
Education
- PhD in Information System January, 2014 - May, 2019
University of Maryland, Baltimore County, Baltimore, Maryland, USA.- Dissertation Title: Cross-Domain Scalable Activity Recognition Models in Smart Environments
- Bachelor of Science, Computer Science and Engineering March, 2004 - March, 2009
Bangladesh University of Engineering & Technology, Dhaka, Bangladesh.- Thesis Title: Admission Control Algorithm for reliable web service
Publications
Active Learning Enabled Activity Recognition
Md Abdullah Al Hafiz Khan, Nirmalya Roy. In Proceeding of of The First International Workshop on Pervasive Smart Living Spaces, PerLS - 2017. Kona, Big Island of Hawaii, USA.
An Active Sleep Monitoring Framework Using Wearables
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H M Sajjad Hossain, Sreenivasan R. Ramamurthy, Md Abdullah Al Hafiz Khan and Nirmalya Roy.ACM Transactions on Interactive Intelligent Systems (TIIS), 2017.Acoustic Based Appliance State Identifications for Fine-Grained Energy Analytics
Nilavra Pathak, Md Abdullah Al Hafiz Khan, Nirmalya Roy. In PerCom 2015, St. Louis, Missouri.
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.
SoccerMate: A Personal Soccer Attribute Profiler using Wearables.
H M Sajjad Hossain, 'Md Abdullah Al Hafiz Khan, Nirmalya Roy. In Proceeding of First International Workshop on Behavioral Implications of Contextual Analytics (BICA) (co-located with PerCom 2017). Kona, Big Island of Hawaii, USA.'
BoostER: A Performance Boosting Module for Biomedical Entity Recognition.
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. In Proceeding of BIBM workshop (AIBH - 2019), San Diego, California, USA.
COAR: Collaborative and Opportunistic Human Activity Recognition.
Md Abdullah Al Hafiz Khan, Nirmalya Roy, H M Sajjad Hossain. In Proceeding of the 13th International Conference on Distributed Computing in Sensor Systems, DCOSS-2017. Ottawa, Canada.
DeActive: Scaling Activity Recognition with Active Deep Learning
M Sajjad Hossain, Md Abdullah Al Hafiz Khan, Nirmalya Roy. Proceedings of ACM Interactive Mobile, Wearable, & Ubiquitous Technology. (IMWUT) (June 2018)
Demo Abstract: A Microphone Sensor based System for Green Building Applications
Md Abdullah Al Hafiz Khan, Sheung Lu, Nirmalya Roy, Nilavra Pathak. Pervasive Computing and Communication Workshops (PerCom Workshops), 2015 IEEE International Conference. Louis, Missouri.
Improving Disease Named Entity Recognition forClinical 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. In Proceeding of BIBM workshop (AIBH - 2019), San Diego, California, USA.
TransAct: Transfer learning enabled activity recognition.
Md Abdullah Al Hafiz Khan, H M Sajjad Hossain, Nirmalya Roy. EAI Endorsed Transactions on Context-aware Systems and Applications 15(5): e3, 2015.
UnTran: Recognizing Unseen Activities with Unlabeled data using Transfer Learning.
Md Abdullah Al Hafiz Khan, Nirmalya Roy. In ACM/IEEE International Conference on Internet-of-Things Design and Implementation, IoTDI 2018. Orlando, Florida, USA.
Scaling Human Activity Recognition via Deep Learning-based Domain Adaptation.
Md Abdullah Al Hafiz Khan, Nirmalya Roy. In IEEE international conference on Pervasive Computing and Communication, PerCom 2018. Athens, Greece.
TransAct: Transfer learning enabled activity recognition.
Md Abdullah Al Hafiz Khan, Nirmalya Roy. In Proceeding of of The First International Workshop on Pervasive Smart Living Spaces, PerLS - 2017. Kona, Big Island of Hawaii, USA.
Active Learning Enabled Activity Recognition
H M Sajjad Hossain, Md Abdullah Al Hafiz Khan and Nirmalya Roy. Pervasive and Mobile Computing (PMC) Journal, Elsevier 2016
An Ontology-driven Treatment Article Retrieval Systemfor Precision Oncology
Zheng Chen, Sadid A. Hasan, Joey Liu, Vivek Datla, Md Shamsuzzaman, Hafiz Khan, Mohammad S Sorower, Gabe Mankovich, Rob van Ommering, Nevenka Dimitrova. Philips Research North America, Cambridge, MA, USA. CoRR-2020, February-2020
RAM: Radar-based Activity Monitor
Md Abdullah Al Hafiz Khan, Ruthvik Kukkapalli, Piyush Waradpande, Sekar Kulandaivel, Nilanjan Banerjee, Nirmalya Roy, Ryan Robucci. In Proceeding of InfoCom, San francisco, California, April, 2016.
SenseBox: A Low-Cost Smart Home System
Joseph Taylor, H M Sajjad Hossain, Mohammad Arif Ul Alam, Md Abdullah Al Hafiz Khan, Nirmalya Roy, Elizabeth Galik, and Aryya Gangopadhyay. In Proceedings of the IEEE International Conference on Pervasive Computing and Communications Demonstrations (PerCom), March 2017. Kona, Big Island of Hawaii, USA.
SensePresence: Infrastructure-less Occupancy Detection for Opportunistic Sensing Applications
Md Abdullah Al Hafiz Khan, H M Sajjad Hossain, Nirmalya Roy. In Proceeding of 2015 16th IEEE International Conference on Mobile Data Management
TransAct: Transfer learning enabled activity recognition.
H M Sajjad Hossain, Nirmalya Roy, Md Abdullah Al Hafiz Khan. In Proceeding of 2015 16th IEEE International Conference on Mobile Data Management.
Firearm Detection Using Wrist Worn Tri-Axis Accelerometer Signals.
Md Abdullah Al Hafiz Khan, Nirmalya Roy. In IEEE Workshop on Sensing Systems and Applications Using Wrist Worn Smart Devices, WristSense 2018. Athens, Greece.
Talks
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
MDM Workshop Preceeding Talk
Presentation at MDM, Pittsburgh, Pennsylvania, USA
ACM/IEEE IoTDI 2018 Conference Preceeding Talk
Conference proceedings talk at IoTDI, Orlando, Florida, in April 2018
Teaching
Service and leadership
- Currently signed in to 43 different slack teams