Metalearning

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Metalearning / Pavel Brazdil, Christophe Giraud-Carrier, Jörg Siekmann, Carlos Soares, Ricardo Vilalta, J. Siekmann. edited by D. M. Gabbay

資料種別:

電子ブック

出版情報:

SpringerLink Books - AutoHoldings
Springer Berlin Heidelberg, 2009

著者名:

Brazdil, Pavel

Giraud-Carrier, Christophe

Siekmann, Jörg

Soares, Carlos

Vilalta, Ricardo

edited by D. M. Gabbay, J. Siekmann.

さらに 1 件

ISBN:

9783540732624 [3540732624]
9783540732631 [3540732632]

書誌ID:

OB00499440

子書誌情報

フルテキスト

所蔵情報

書誌詳細

主題:

Information Technology - Artificial Intelligence

言語:

英語

目次情報:

Metalearning: Concepts and Systems / 1：

Metalearning for Algorithm Recommendation: an Introduction / 2：

Development of Metalearning Systems for Algorithm Recommendation / 3：

Extending Metalearning to Data Mining and KDD / 4：

Combining Base-Learners / 5：

Bias Management in Time-Changing Data Streams / 6：

Transfer of Metaknowledge Across Tasks / 7：

Composition of Complex Systems: Role of Domain-Specific Metaknowledge / 8：

References

Terminology / A：

Mathematical Symbols / B：

Index

Metalearning: Concepts and Systems / 1：

Metalearning for Algorithm Recommendation: an Introduction / 2：

Development of Metalearning Systems for Algorithm Recommendation / 3：

Extending Metalearning to Data Mining and KDD / 4：

Combining Base-Learners / 5：

Bias Management in Time-Changing Data Streams / 6：

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