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Machine Learning and Knowledge Discovery in Databases: European Conference, Ecml Pkdd 2012, Bristol, Uk, September 24-28, 2012. Proceedings, Part I

Machine Learning and Knowledge Discovery in Databases: European Conference, Ecml Pkdd 2012, Bristol, Uk, September 24-28, 2012. Proceedings, Part I

Paperback

DatabasesGeneral ComputersSystem Administration

ISBN10: 3642334598
ISBN13: 9783642334597
Publisher: Springer
Published: Aug 15 2012
Pages: 879
Weight: 2.75
Height: 1.79 Width: 6.14 Depth: 9.21
Language: English
Aassociation rules and frequent patterns.- Bayesian learning and graphical models.- classification.- dimensionality reduction, feature selection and extraction.- distance-based methods and kernels.- ensemble methods.- graph and tree mining.- large-scale, distributed and parallel mining and learning.- multi-relational mining and learning.- multi-task learning.- natural language processing.- online learning and data streams.

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