Book Details
Format
Paperback / Softback
Book Series
Cognitive Technologies
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
Product Classification:
Digital and Information technology: general topicsInformation technology: general issuesSoftware EngineeringDatabasesDatabases / Data managementData warehousingData miningInformation retrievalArtificial intelligenceArtificial intelligence (AI)Expert systems / knowledge-based systems
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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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