Portfolio item number 1
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Posts by Collection
portfolio
Portfolio item number 2
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publications
Neighbourhood rough set model for knowledge acquisition using MapReduce
Published in International Journal of Communication Networks and Distributed Systems, 2015
Data mining techniques for heterogeneous real-world datasets.
Deriving Effective Human Activity Recognition Systems through Objective Task Complexity Assessment
Published in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2020
Quantifying the difficulty of a human activity recognition problem
On the Role of Context Length for Feature Extraction and Sequence Modeling in Human Activity Recognition
Published in Proceedings of the 2021 ACM International Symposium on Wearable Computers, 2021
Identifying otpimal context lengths for feature engineering anf classification for HAR.
Bootstrapping Human Activity Recognition Systems for Smart Homes from Scratch
Published in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2022
Jump-starting human activity recognition systems in Smart Homes
Feasibility of accelerometer technology with individuals with autism spectrum disorder referred for aggression, disruption, and self injury
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.
ROAR: Reinforcement Learning Based Online Active Learning for Human Activity Recognition
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.
The Lifespan of Human Activity Recognition Systems for Smart Homes
Published in Sensors, 2023
Defining the complete life-cycle of the activity recognition system in a smart home.
Layout Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST)
Published in Arxiv (Under Review), 2024
Using language-based models for effective transfer of knowledge from source to target smart homes.
Game of LLMs: Discovering Structural Constructs in Activities using Large Language Models
Published in Arxiv (Under Review), 2024
Employing pair-wise LLMs to identify strucutral constructs for activities in Smart Homes.
Maintenance Required: Updating and Extending Bootstrapped Human Activity Recognition Systems for Smart Homes
Published in IEEE Xplore (The 6th International Conference on Activity and Behavior Computing), 2024
Life-long learning for smart home based HAR.
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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