121 citations · 121 across the 2 of their papers we have counts for
2 papers
cs.AI2011★ 121 cited
Policy Recognition in the Abstract Hidden Markov Model
H. H. Bui, S. Venkatesh, G. West
In this paper, we present a method for recognising an agent's behaviour in dynamic, noisy, uncertain domains, and across multiple levels of abstraction. We term this problem on-lin…
cs.IR2010
Probabilistic Models over Ordered Partitions with Application in Learning to Rank
Tran The Truyen, Dinh Q. Phung, Svetha Venkatesh
This paper addresses the general problem of modelling and learning rank data with ties. We propose a probabilistic generative model, that models the process as permutations over pa…