Latent class models | Sciweavers

54

BMCBI
2011

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A hierarchical Bayesian network approach for linkage disequilibrium modeling and data-dimensionality reduction prior to genome-w

13 years 5 months ago

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Background: Discovering the genetic basis of common genetic diseases in the human genome represents a public health issue. However, the dimensionality of the genetic data (up to 1...

Raphael Mourad, Christine Sinoquet, Philippe Leray

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47

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UAI
2004

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Factored Latent Analysis for far-field Tracking Data

14 years 3 months ago

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This paper uses Factored Latent Analysis (FLA) to learn a factorized, segmental representation for observations of tracked objects over time. Factored Latent Analysis is latent cl...

Chris Stauffer

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39

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IFIP12
2004

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Introducing a Star Topology into Latent Class Models for Collaborative Filtering

14 years 3 months ago

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Latent class models (LCM) represent the high dimensional data in a smaller dimensional space in terms of latent variables. They are able to automatically discover the patterns from...

Gabriela Polcicova, Peter Tiño

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