Computational Discovery of Scientific Knowledge

Computational Discovery of Scientific Knowledge

Introduction, Techniques, and Applications in Environmental and Life Sciences

Dzeroski, Saso; Todorovski, Ljupco

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

08/2007

327

Mole

Inglês

9783540739197

15 a 20 dias

528

Descrição não disponível.
Computational Discovery of Scientific Knowledge.- Computational Discovery of Scientific Knowledge.- I Equation Discovery and Dynamic Systems Identification.- Communicable Knowledge in Automated System Identification.- Incorporating Engineering Formalisms into Automated Model Builders.- Integrating Domain Knowledge in Equation Discovery.- Communicability Criteria of Law Equations Discovery.- Quantitative Revision of Scientific Models.- Discovering Communicable Models from Earth Science Data.- Structure Discovery from Massive Spatial Data Sets Using Intelligent Simulation Tools.- Computational Discovery in Pure Mathematics.- II Computational Scientific Discovery in Biomedicine.- Automatic Computational Discovery of Chemical Reaction Networks Using Genetic Programming.- Discovery of Genetic Networks Through Abduction and Qualitative Simulation.- Learning Qualitative Models of Physical and Biological Systems.- Logic and the Automatic Acquisition of Scientific Knowledge: An Application to Functional Genomics.- Drug Discovery as an Example of Literature-Based Discovery.- Literature Based Discovery Support System and Its Application to Disease Gene Identification.
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DOM;Simulation;automated modeling;bioinformatics;biomedical applications;constraint-based mining;data mining;decision trees;equation discovery;genet;genetic pathways;genetic programming;genome;life sciences;programming