Published in IEEE Xplore (The 6th International Conference on Activity and Behavior Computing), 2024
Life-long learning for smart home based HAR.
Published in Arxiv (Under Review), 2024
Employing pair-wise LLMs to identify strucutral constructs for activities in Smart Homes.
Published in Arxiv (Under Review), 2024
Using language-based models for effective transfer of knowledge from source to target smart homes.
Published in Sensors, 2023
Defining the complete life-cycle of the activity recognition system in a smart home.
Published in Proceedings of the 2022 ACM International Symposium on Wearable Computers, 2022
Using reinforcement based techniques to identify data points to query for labeling in a HAR task.
Published in Research in Autism Spectrum Disorders, 2022
Identifying the feasibility of using accelerometers to recognize severe behavior episodes for individuals with autism spectrum disorder.
Published in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2022
Jump-starting human activity recognition systems in Smart Homes
Published in Proceedings of the 2021 ACM International Symposium on Wearable Computers, 2021
Identifying otpimal context lengths for feature engineering anf classification for HAR.
Published in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2020
Quantifying the difficulty of a human activity recognition problem
Published in International Journal of Communication Networks and Distributed Systems, 2015
Data mining techniques for heterogeneous real-world datasets.