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Graph theory / Ensemble learning / Formal sciences / Statistical models / Belief propagation / Gradient boosting / AdaBoost / Pattern recognition / Bayesian network / Statistics / Graphical models / Machine learning


Boosted Optimization for Network Classification Timothy Hancock Bioinformatics Center Institute for Chemical Research Kyoto University, Japan
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Document Date: 2010-03-31 18:50:22

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Company

MIT Press / 5th European Complex Systems / /

Country

Japan / Jordan / Italy / Lebanon / /

Facility

Chemical Research Kyoto University / Network Classification Timothy Hancock Bioinformatics Center Institute / Hiroshi Mamitsuka Bioinformatics Center Institute / /

IndustryTerm

network optimization algorithms / distributed network / classification algorithm / employed message passing algorithm / proposed network classifier algorithms / boosted message passing algorithm / optimization algorithms / Message passing algorithms / loopy message algorithms / on-line learning / sum-product algorithm / realistic sized network / loopy message passing algorithm / message passing optimization algorithms / realistic sized networks / Real world networks / large complex network / max-product algorithm / improved classification solution / loopy max-product algorithm / /

Organization

Hiroshi Mamitsuka Bioinformatics Center Institute / Royal Statistical Society / Artificial Intelligence / Ensemble of Factors From / MIT / Kyoto University / Network Classification Timothy Hancock Bioinformatics Center Institute / /

Person

Daphne Koller / Y. Jing / V / Timothy Hancock / Hiroshi Mamitsuka / Morgan Kaufmann / /

Position

Bishop / /

ProvinceOrState

Sardinia / /

PublishedMedium

Journal of the Royal Statistical Society / IEEE Transactions on Information Theory / Machine Learning / /

Technology

Bioinformatics / message passing optimization algorithms / BMP / commonly employed message passing algorithm / Hiroshi Mamitsuka product algorithm / sum-product algorithm / network optimization algorithms / max-product algorithm / optimization algorithms / loopy max-product algorithm / Message passing algorithms / boosted message passing algorithm Algorithm / proposed network classifier algorithms / loopy message algorithms / IRLS algorithm / Machine Learning / simulation / classification algorithm / loopy message passing algorithm / two algorithms / /

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