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    » Conjugate Mixture Models for Clustering Multimodal Data
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    KDD
    2010
    ACM
    326views Data Mining» more  KDD 2010»
    Document clustering via dirichlet process mixture model with feature selection
    14 years 7 months ago
    Document clustering via dirichlet process mixture model with feature selection
    Download  math.nankai.edu.cn
    One essential issue of document clustering is to estimate the appropriate number of clusters for a document collection to which documents should be partitioned. In this paper, we ...
    Guan Yu, Ruizhang Huang, Zhaojun Wang
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    KDD
    2003
    ACM
    191views Data Mining» more  KDD 2003»
    Assessment and pruning of hierarchical model based clustering
    15 years 9 months ago
    Assessment and pruning of hierarchical model based clustering
    Download  www.stat.washington.edu
    The goal of clustering is to identify distinct groups in a dataset. The basic idea of model-based clustering is to approximate the data density by a mixture model, typically a mix...
    Jeremy Tantrum, Alejandro Murua, Werner Stuetzle
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    TMI
    2010
    182views more  TMI 2010»
    A Bayesian Mixture Approach to Modeling Spatial Activation Patterns in Multisite fMRI Data
    14 years 7 months ago
    A Bayesian Mixture Approach to Modeling Spatial Activation Patterns in Multisite fMRI Data
    Download  www.cs.cmu.edu
    Abstract—We propose a probabilistic model for analyzing spatial activation patterns in multiple functional magnetic resonance imaging (fMRI) activation images such as repeated ob...
    Seyoung Kim, Padhraic Smyth, Hal S. Stern
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    KDD
    2004
    ACM
    237views Data Mining» more  KDD 2004»
    Bayesian Model-Averaging in Unsupervised Learning From Microarray Data
    15 years 9 months ago
    Bayesian Model-Averaging in Unsupervised Learning From Microarray Data
    Download  www.eh3.uc.edu
    Unsupervised identification of patterns in microarray data has been a productive approach to uncovering relationships between genes and the biological process in which they are in...
    Mario Medvedovic, Junhai Guo
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    GECCO
    2005
    Springer
    141views Optimization» more  GECCO 2005»
    Adaptive isolation model using data clustering for multimodal function optimization
    15 years 2 months ago
    Adaptive isolation model using data clustering for multimodal function optimization
    Download  www.cs.bham.ac.uk
    Shin Ando, Jun Sakuma, Shigenobu Kobayashi
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