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    SDM
    2007
    SIAM
    176views Data Mining» more  SDM 2007»
    Adaptive Concept Learning through Clustering and Aggregation of Relational Data
    15 years 1 months ago
    Adaptive Concept Learning through Clustering and Aggregation of Relational Data
    Download  siam.org
    We introduce a new approach for Clustering and Aggregating Relational Data (CARD). We assume that data is available in a relational form, where we only have information about the ...
    Hichem Frigui, Cheul Hwang
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    BMCBI
    2007
    173views more  BMCBI 2007»
    Recursive Cluster Elimination (RCE) for classification and feature selection from gene expression data
    14 years 12 months ago
    Recursive Cluster Elimination (RCE) for classification and feature selection from gene expression data
    Download  www.biomedcentral.com
    Background: Classification studies using gene expression datasets are usually based on small numbers of samples and tens of thousands of genes. The selection of those genes that a...
    Malik Yousef, Segun Jung, Louise C. Showe, Michael...
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    UAI
    2004
    98views Artificial Intelligence» more  UAI 2004»
    Graph Partition Strategies for Generalized Mean Field Inference
    15 years 1 months ago
    Graph Partition Strategies for Generalized Mean Field Inference
    Download  uai.sis.pitt.edu
    An autonomous variational inference algorithm for arbitrary graphical models requires the ability to optimize variational approximations over the space of model parameters as well...
    Eric P. Xing, Michael I. Jordan
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    ICDM
    2005
    IEEE
    168views Data Mining» more  ICDM 2005»
    A Scalable Collaborative Filtering Framework Based on Co-Clustering
    15 years 5 months ago
    A Scalable Collaborative Filtering Framework Based on Co-Clustering
    Download  hercules.ece.utexas.edu
    Collaborative filtering-based recommender systems, which automatically predict preferred products of a user using known preferences of other users, have become extremely popular ...
    Thomas George, Srujana Merugu
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    TWC
    2010
    198views Artificial Intelligence» more  TWC 2010»
    Clustering and cluster-based routing protocol for delay-tolerant mobile networks
    14 years 6 months ago
    Clustering and cluster-based routing protocol for delay-tolerant mobile networks
    Download  www.cacs.louisiana.edu
    This research investigates distributed clustering scheme and proposes a cluster-based routing protocol for DelayTolerant Mobile Networks (DTMNs). The basic idea is to distributivel...
    Ha Dang, Hongyi Wu
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