100 citations · 778 across the 90 of their papers we have counts for
Showing 2014 · cs.LGShow all
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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…
cs.LG2014★ 1 cited
Learning From Ordered Sets and Applications in Collaborative Ranking
Truyen Tran, Dinh Phung, Svetha Venkatesh
Ranking over sets arise when users choose between groups of items. For example, a group may be of those movies deemed stars to them, or a customized tour package. It turns out,…