Computational Discovery of Scientific Knowledge

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Computational Discovery of Scientific Knowledge / Jaime G. Carbonell, J?rg Siekmann

資料種別:

電子ブック

出版情報:

Springer eBooks Computer Science
Springer Berlin Heidelberg, 2007

著者名:

ISBN:

9783540739197 [354073919X]
9783540739203 [3540739203]

書誌ID:

OB00353393

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:

Computational Discovery of Scientific Knowledge / Saso Dzeroski ; Pat Langley ; Ljupco Todorovski

Equation Discovery and Dynamic Systems Identification / I：

Communicable Knowledge in Automated System Identification / Reinhard Stolle ; Elizabeth Bradley

Incorporating Engineering Formalisms into Automated Model Builders / Matthew Easley

Integrating Domain Knowledge in Equation Discovery

Communicability Criteria of Law Equations Discovery / Takashi Washio ; Hiroshi Motoda

Quantitative Revision of Scientific Models / Kazumi Saito

Discovering Communicable Models from Earth Science Data / Mark Schwabacher ; Christopher Potter ; Steven Klooster ; Alicia Torregrosa

Structure Discovery from Massive Spatial Data Sets Using Intelligent Simulation Tools / Feng Zhao ; Chris Bailey-Kellogg ; Xingang Huang ; Juan Ordonez

Computational Discovery in Pure Mathematics / Simon Colton

Computational Scientific Discovery in Biomedicine / II：

Automatic Computational Discovery of Chemical Reaction Networks Using Genetic Programming / John R. Koza ; William Mydlowec ; Guido Lanza ; Lessen Yu ; Martin A. Keane

Discovery of Genetic Networks Through Abduction and Qualitative Simulation / Blaz Zupan ; Ivan Bratko ; Janez Demsar ; Peter Juvan ; Adam Kuspa ; John A. Halter ; Gad Shaulsky

Learning Qualitative Models of Physical and Biological Systems / Simon M. Garrett ; George M. Coghill ; Ashwin Srinivasan ; Ross D. King

Logic and the Automatic Acquisition of Scientific Knowledge: An Application to Functional Genomics / Andreas Karwath ; Amanda Clare ; Luc Dehaspe

Drug Discovery as an Example of Literature-Based Discovery / Marc Weeber

Literature Based Discovery Support System and Its Application to Disease Gene Identification / Dimitar Hristovski ; Borut Peterlin ; Janez Stare

Author Index

Computational Discovery of Scientific Knowledge / Saso Dzeroski ; Pat Langley ; Ljupco Todorovski

Equation Discovery and Dynamic Systems Identification / I：

Communicable Knowledge in Automated System Identification / Reinhard Stolle ; Elizabeth Bradley

Incorporating Engineering Formalisms into Automated Model Builders / Matthew Easley

Integrating Domain Knowledge in Equation Discovery

Communicability Criteria of Law Equations Discovery / Takashi Washio ; Hiroshi Motoda

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