Nine papers from CBA lab to be presented at Ubicomp/ISWC 2022!
Congratulations to our lab memmbers for an outstanding showing at this year’s Ubicomp/ISWC conference!
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“Reinforcement Learning Based Online Active Learning for Human Activity Recognition” Yulai Cui, Shruthi Hiremath, Thomas Ploetz
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“A Personalized Approach for Developing a Snacking Detection System using Earbuds in a Semi-Naturalistic Setting” Mehrab Bin Morshed, Harish Haresamudram, Dheeraj Bandaru, Gregory Abowd, Thomas Ploetz
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“Clustering of Human Activities from Wearables by Adopting Nearest Neighbors” Abrar Ahmed, Harish Haresamudram, Thomas Ploetz
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“Bootstrapping Human Activity Recognition Systems for Smart Homes from Scratch” Shruthi Hiremath, Yasutaka Nishimura, Sonia Chernova, Thomas Ploetz
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“On the Effectiveness of Virtual IMU Data for Eating Detection with Wrist Sensors” Yash Jain, Hyeokhyen Kwon, Thomas Ploetz
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“Reading the Room – Automated, Momentary Assessment of Student Engagement in the Classroom: Are We There Yet?” Betsy DiSalvo, Dheeraj Bandaru, Quasi Wang, Hong Li, Thomas Ploetz
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“Assessing the State of Self-Supervised Human Activity Recognition Using Wearables ” Harish Haresamudram, Irfan Essa, Thomas Ploetz
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IMWUT / Ubicomp 2022 “ColloSSL: Collaborative Self-Supervised Learning for Human Activity Recognition” Yash Jain, Chi Ian Tang, Chulhong Min, Fahim Kawsar, Akhil Mathur
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IMWUT / Ubicomp “Ubi-SleepNet: Advanced Multimodal Fusion Techniques for Three-stage Sleep Classification Using Ubiquitous Sensing” Bing Zhai, Yu Guan, Michael Catt, Thomas Ploetz