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Transfer Learning paper, codes and dataset
Published:
Searching for transfer leanring code is time-consuming and requires efforts. I collected some of the basic resources that is commonly used by transfer learning community.
portfolio
publications
Active Learning Enabled Activity Recognition
Published in PerCom, 2024
Recommended citation: 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
Published in PerCom, 2024
Recommended citation: </b>
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
Published in PerCom, 2024
Recommended citation: Nilavra Pathak, Md Abdullah Al Hafiz Khan, Nirmalya Roy. In PerCom 2015, St. Louis, Missouri.
AugToAct: Scaling Complex Human Activity Recognition with Few Labels
Published in PerCom, 2024
Recommended citation: 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.
Published in PerCom, 2024
Recommended citation: 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.
Published in BIBM, 2024
Recommended citation: 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.
Published in DCOSS, 2024
Recommended citation: 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
Published in PerCom, 2024
Recommended citation: 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
Published in PerCom, 2024
Recommended citation: 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.
Published in BIBM, 2024
Recommended citation: 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.
Published in PerCom, 2024
Recommended citation: 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.
Published in IoTDI, 2024
Recommended citation: 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.
Published in PerCom, 2024
Recommended citation: 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.
Published in PerCom, 2024
Recommended citation: 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
Published in PMC, 2024
Recommended citation: 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
Published in CoRR, 2024
Recommended citation: 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
Published in PerCom, 2024
Recommended citation: 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
Published in PerCom, 2024
Recommended citation: 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
Published in PerCom, 2024
Recommended citation: 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.
Published in PerCom, 2024
Recommended citation: 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.
Published in PerCom, 2024
Recommended citation: 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
MDM Workshop Preceeding Talk
Published:
Slide
SensePresence: Infrastructure-less Occupancy Detection for Opportunistic Sensing Applications
16th IEEE International Conference on Mobile Data Management
teaching
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.