CBA Lab @Georgia Tech
address: CODA, 756 W Peachtree St NW, Atlanta, GA 30308
The Computational Behavior Analysis (CBA) lab at Georgia Tech is a Ubiquitous Computing and Applied Artificial Intelligence research group that develops, deploys, and studies methods and systems for the assessment of human behaviors that are based on physical movements and activities, and their contexts. Our primary application domain are health assessments and situated interventions to support people in their everyday lives. We utilize wearables, smart phones, and sensors integrated into the built environment and focus on inventing robust, secure, and usable machine learning methods for the analysis of multimodal sensor data streams thereby tackling challenging real-life scenarios.
news
Sep 24, 2024 | CBA lab at Ubicomp / ISWC 2024 |
---|---|
Aug 22, 2024 | Welcome to our new PhD students! |
Mar 11, 2024 | Thomas is now a full Professor! |
Jan 18, 2024 | Welcome to our new lab members! |
Oct 20, 2023 | Best paper honorable mention award at ISWC 2023! |
selected publications
-
ACMImugpt 2.0: Language-based cross modality transfer for sensor-based human activity recognitionProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2024
-
PercomIf only we had more data!: Sensor-Based Human Activity Recognition in Challenging ScenariosIn 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) 2023
-
ACMApplying machine learning for sensor data analysis in interactive systems: Common pitfalls of pragmatic use and ways to avoid themACM Computing Surveys (CSUR) Sep 2021