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Logical and Relational Learning
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Logical and Relational Learning

Softcover reprint of hardcover 1st ed. 2008

Book Details

Format Paperback / Softback
ISBN-10 3642057489
ISBN-13 9783642057489
Edition Softcover reprint of hardcover 1st ed. 2008
Publisher Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Country of Manufacture DE
Country of Publication GB
Publication Date Feb 12th, 2010
Print length 387 Pages
Weight 632 grams
Dimensions 15.70 x 23.50 x 2.00 cms
Ksh 8,100.00
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Indeed, graph, network and multi-relational data mining are now popular themes in data mining, and statistical relational learning is receiving a lot of attention in the machine learning and uncertainty in art- cial intelligence communities.
An Introduction to Logic.- An Introduction to Learning and Search.- Representations for Mining and Learning.- Generality and Logical Entailment.- The Upgrading Story.- Inducing Theories.- Probabilistic Logic Learning.- Kernels and Distances for Structured Data.- Computational Aspects of Logical and Relational Learning.- Lessons Learned.

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