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» Hidden semi-Markov models

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JMLR
2012

313views Programming Languages» more JMLR 2012»

Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation

11 years 9 months ago

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This paper considers additive factorial hidden Markov models, an extension to HMMs where the state factors into multiple independent chains, and the output is an additive function...

J. Zico Kolter, Tommi Jaakkola

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ICMCS
2005
IEEE

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Multimodal Segmental-Based Modeling of Tennis Video Broadcasts

14 years 1 months ago

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Efﬁcient multimodal fusion is a key feature of future video indexing systems. Hidden Markov Models provide a powerful framework for video structure analysis but they require all...

Manolis Delakis, Guillaume Gravier, Patrick Gros

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ICPR
2008
IEEE

212views Computer Vision» more ICPR 2008»

Approximating a non-homogeneous HMM with Dynamic Spatial Dirichlet Process

14 years 8 months ago

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In this work we present a model that uses a Dirichlet Process (DP) with a dynamic spatial constraints to approximate a non-homogeneous hidden Markov model (NHMM). The coefficient ...

Haijun Ren, Leon N. Cooper, Liang Wu, Predrag Nesk...

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IJCAI
2001

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Representing Sentence Structure in Hidden Markov Models for Information Extraction

13 years 8 months ago

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We study the application of Hidden Markov Models (HMMs) to learning information extractors for

Soumya Ray, Mark Craven

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