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cs.LG2014★ 1 cited
Human Activity Learning and Segmentation using Partially Hidden Discriminative Models
Truyen Tran, Hung Bui, Svetha Venkatesh
Learning and understanding the typical patterns in the daily activities and routines of people from low-level sensory data is an important problem in many application domains such…
cs.LG2014
Boosted Markov Networks for Activity Recognition
Truyen Tran, Hung Bui, Svetha Venkatesh
We explore a framework called boosted Markov networks to combine the learning capacity of boosting and the rich modeling semantics of Markov networks and applying the framework for…