Saso Dzeroski, Ljupco Todorovski (Eds.):
Computational Discovery of Scientific Knowledge, Introduction, Techniques, and Applications in Environmental and Life Sciences.
Lecture Notes in Computer Science 4660 Springer 2007, ISBN 978-3-540-73919-7 BibTeX
Equation Discovery and Dynamic Systems Identification
- Saso Dzeroski, Pat Langley, Ljupco Todorovski:
Computational Discovery of Scientific Knowledge.
1-14
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- Reinhard Stolle, Elizabeth Bradley:
Communicable Knowledge in Automated System Identification.
17-43
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- Matthew Easley, Elizabeth Bradley:
Incorporating Engineering Formalisms into Automated Model Builders.
44-68
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- Ljupco Todorovski, Saso Dzeroski:
Integrating Domain Knowledge in Equation Discovery.
69-97
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- Takashi Washio, Hiroshi Motoda:
Communicability Criteria of Law Equations Discovery.
98-119
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- Kazumi Saito, Pat Langley:
Quantitative Revision of Scientific Models.
120-137
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- Mark Schwabacher, Pat Langley, Christopher Potter, Steven A. Klooster, Alicia Torregrosa:
Discovering Communicable Models from Earth Science Data.
138-157
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- Feng Zhao, Chris Bailey-Kellogg, Xingang Huang, Iván Ordóñez:
Structure Discovery from Massive Spatial Data Sets Using Intelligent Simulation Tools.
158-174
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- Simon Colton:
Computational Discovery in Pure Mathematics.
175-201
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Computational Scientific Discovery in Biomedicine
- John R. Koza, William Mydlowec, Guido Lanza, Jessen Yu, Martin A. Keane:
Automatic Computational Discovery of Chemical Reaction Networks Using Genetic Programming.
205-227
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- Blaz Zupan, Ivan Bratko, Janez Demsar, Peter Juvan, Adam Kuspa, John A. Halter, Gad Shaulsky:
Discovery of Genetic Networks Through Abduction and Qualitative Simulation.
228-247
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- Simon M. Garrett, George Macleod Coghill, Ashwin Srinivasan, Ross D. King:
Learning Qualitative Models of Physical and Biological Systems.
248-272
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- Ross D. King, Andreas Karwath, Amanda Clare, Luc Dehaspe:
Logic and the Automatic Acquisition of Scientific Knowledge: An Application to Functional Genomics.
273-289
Electronic Edition (link) BibTeX
- Marc Weeber:
Drug Discovery as an Example of Literature-Based Discovery.
290-306
Electronic Edition (link) BibTeX
- Dimitar Hristovski, Borut Peterlin, Saso Dzeroski, Janez Stare:
Literature Based Discovery Support System and Its Application to Disease Gene Identification.
307-326
Electronic Edition (link) BibTeX
Copyright © Sat May 16 23:06:51 2009
by Michael Ley (ley@uni-trier.de)