Computational Discovery of Scientific Knowledge: Introduction, Techniques, and Applications in Environmental and Life Sciences: 4660 - Brossura

 
9783540739197: Computational Discovery of Scientific Knowledge: Introduction, Techniques, and Applications in Environmental and Life Sciences: 4660
Brossura
ISBN 10: 354073919X ISBN 13: 9783540739197
Casa editrice: Springer, 2007

Sinossi

This survey provides an introduction to computational approaches to the discovery of communicable scientific knowledge and details recent advances. It is partly inspired by the contributions of the International Symposium on Computational Discovery of Communicable Knowledge, held in Stanford, CA, USA in March 2001, a number of additional invited contributions provide coverage of recent research in computational discovery.

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Contenuti

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.

Product Description

Book by None

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Editore
Springer
Data di pubblicazione
2007
Lingua
Inglese
ISBN 10 
354073919X
ISBN 13 
9783540739197
Rilegatura
Copertina flessibile
Numero di pagine
344
Redattore
Dzeroski Saso
Contatto del produttore
non disponibile
Persona responsabile
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

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Hamburg
Germania

Altre edizioni note dello stesso titolo

9783540841609: Computational Discovery of Scientific Knowledge

Edizione in evidenza

ISBN 10:  3540841601 ISBN 13:  9783540841609
Casa editrice: Springer, 2008
Brossura