CBA Lab @GeorgiaTech

We are the Computational Behavior Analysis (CBA) research lab at Georgia Institute of Technology.

Our research agenda focuses on applied machine learning, that is developing systems and innovative sensor data analysis methods for real world applications. Primary application domain for our work is computational behavior analysis where we develop methods for automated and objective behavior assessments in naturalistic environments. Main driving functions for our work are “in the wild" deployments and as such the development of systems and methods that have a real impact on peoples’ lives.

Recent Publications:

Deep Learning for Human Activity Recognition in Mobile Computing

Thomas Ploetz, Yu Guan

Ensembles of Deep LSTM Learners for Activity Recognition using Wearables

Yu Guan, Thomas Ploetz