Metalearning: Applications to Data Mining

Metalearning: Applications to Data Mining

Paperback(Softcover reprint of hardcover 1st ed. 2009)

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Product Details

ISBN-13: 9783642092312
Publisher: Springer Berlin Heidelberg
Publication date: 11/23/2010
Series: Cognitive Technologies
Edition description: Softcover reprint of hardcover 1st ed. 2009
Pages: 176
Product dimensions: 6.10(w) x 9.25(h) x 0.02(d)

Table of Contents

Metalearning: Concepts and Systems.- Metalearning for Algorithm Recommendation: an Introduction.- Development of Metalearning Systems for Algorithm Recommendation.- Extending Metalearning to Data Mining and KDD.- Extending Metalearning to Data Mining and KDD.- Bias Management in Time-Changing Data Streams.- Transfer of Metaknowledge Across Tasks.- Composition of Complex Systems: Role of Domain-Specific Metaknowledge.

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