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Sensing, Recognition, and Security / Activity Recognition Datasets, Annotation, and Explainability Methods

Which algorithms and modeling techniques can reduce reliance on manually labeled data to effectively initialize HAR systems?

helpResearch questionActivity Recognition Datasets, Annotation, and Explainability Methods

Which algorithms and modeling techniques can reduce reliance on manually labeled data to effectively initialize HAR systems?

UbiComp '22Bootstrapping Human Activity Recognition Systems for Smart Homes from Scratch

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helpResearch questionActivity Recognition Datasets, Annotation, and Explainability Methods

How can a human activity recognition dataset covering complex industrial tasks be established?

UbiComp '24Brief Introduction of the OpenPack Dataset and Lessons Learned from Organizing Activity Recognition Challenge Using the Dataset

helpResearch questionActivity Recognition Datasets, Annotation, and Explainability Methods

Can combining multimodal data (e.g., IMU, LiDAR) improve the accuracy of industrial activity recognition?

UbiComp '24Brief Introduction of the OpenPack Dataset and Lessons Learned from Organizing Activity Recognition Challenge Using the Dataset

helpResearch questionActivity Recognition Datasets, Annotation, and Explainability Methods

What new insights can organizing challenges based on industrial activity recognition datasets bring to research?

UbiComp '24Brief Introduction of the OpenPack Dataset and Lessons Learned from Organizing Activity Recognition Challenge Using the Dataset

helpResearch questionActivity Recognition Datasets, Annotation, and Explainability Methods

How do sensing modes, scope, inference types, and data sharing methods of passive sensing AI (PSAI) systems affect information workers' acceptance?

CHI '24Sensible and Sensitive AI for Worker Wellbeing: Factors that Inform Adoption and Resistance for Information Workers

helpResearch questionActivity Recognition Datasets, Annotation, and Explainability Methods

What are information workers' main concerns about privacy and fairness in PSAI systems?

CHI '24Sensible and Sensitive AI for Worker Wellbeing: Factors that Inform Adoption and Resistance for Information Workers

helpResearch questionActivity Recognition Datasets, Annotation, and Explainability Methods

How can PSAI design be optimized to better support information workers' mental health and work needs?

CHI '24Sensible and Sensitive AI for Worker Wellbeing: Factors that Inform Adoption and Resistance for Information Workers

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Sensible and Sensitive AI for Worker Wellbeing: Factors that Inform Adoption and Resistance for Information Workers

Vedant Das Swain, Lan Gao, Abhirup Mondal