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    BMCBI
    2011
    252views Artificial Intelligence» more  BMCBI 2011»
    A hierarchical Bayesian network approach for linkage disequilibrium modeling and data-dimensionality reduction prior to genome-w
    13 years 11 days ago
    A hierarchical Bayesian network approach for linkage disequilibrium modeling and data-dimensionality reduction prior to genome-w
    Download  www.biomedcentral.com
    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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    ICML
    2006
    IEEE
    161views Machine Learning» more  ICML 2006»
    Bayesian learning of measurement and structural models
    14 years 9 months ago
    Bayesian learning of measurement and structural models
    Download  www.statslab.cam.ac.uk
    We present a Bayesian search algorithm for learning the structure of latent variable models of continuous variables. We stress the importance of applying search operators designed...
    Ricardo Silva, Richard Scheines
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    NIPS
    2007
    178views Information Technology» more  NIPS 2007»
    Supervised Topic Models
    13 years 10 months ago
    Supervised Topic Models
    Download  www.cs.princeton.edu
    We introduce supervised latent Dirichlet allocation (sLDA), a statistical model of labelled documents. The model accommodates a variety of response types. We derive a maximum-like...
    David M. Blei, Jon D. McAuliffe
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    JIIS
    2002
    114views more  JIIS 2002»
    A Dynamic Probabilistic Model to Visualise Topic Evolution in Text Streams
    13 years 8 months ago
    A Dynamic Probabilistic Model to Visualise Topic Evolution in Text Streams
    Download  www.lans.ece.utexas.edu
    Abstract. We propose a novel probabilistic method, based on latent variable models, for unsupervised topographic visualisation of dynamically evolving, coherent textual information...
    Ata Kabán, Mark Girolami
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    WWW
    2011
    ACM
    247views Internet Technology» more  WWW 2011»
    Investigating topic models for social media user recommendation
    13 years 3 months ago
    Investigating topic models for social media user recommendation
    Download  www.marcopennacchiotti.com
    This paper presents a user recommendation system that recommends to a user new friends having similar interests. We automatically discover users’ interests using Latent Dirichle...
    Marco Pennacchiotti, Siva Gurumurthy
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