Publications

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. Risk stratification using data from electronic medical records better predicts suicide risks than clinician assessments . In BMC Psychiatry, 2014.

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. Bayesian nonparametric multilevel clustering with group-level contexts. In ICML, 2014.

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. TOBY: Early intervention in autism through technology . In SIGCHI, 2013.

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. Nonnegative shared subspace learning and its application to social media retrieval . In ACM-SIGKDD, 2010.

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. Video abstraction: A systematic review and classification . In ACM TOMCCAP, 2007.

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. Virtual observers in a mobile surveillance system. In ACM Multimedia, 2006.

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. Activity recognition and abnormality detection with the switching hidden semi-markov model . In CVPR, 2005.

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. Hierarchical hidden Markov models with general state hierarchy. In National Conference on Artificial Intelligence, 2004.

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. Policy recognition in the abstract hidden markov model . In JAIR, 2002.

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. Towards automatic extraction of expressive elements from motion pictures: Tempo . In IEEE Transactions on Multimedia, 2002.

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