Computational Discovery of Scientific Knowledge 2007

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

Equation Discovery and Dynamic Systems Identification

Saso Dzeroski, Pat Langley, Ljupco Todorovski:
Computational Discovery of Scientific Knowledge. 1-14
Reinhard Stolle, Elizabeth Bradley:
Communicable Knowledge in Automated System Identification. 17-43
Matthew Easley, Elizabeth Bradley:
Incorporating Engineering Formalisms into Automated Model Builders. 44-68
Ljupco Todorovski, Saso Dzeroski:
Integrating Domain Knowledge in Equation Discovery. 69-97
Takashi Washio, Hiroshi Motoda:
Communicability Criteria of Law Equations Discovery. 98-119
Kazumi Saito, Pat Langley:
Quantitative Revision of Scientific Models. 120-137
Mark Schwabacher, Pat Langley, Christopher Potter, Steven A. Klooster, Alicia Torregrosa:
Discovering Communicable Models from Earth Science Data. 138-157
Feng Zhao, Chris Bailey-Kellogg, Xingang Huang, Iván Ordóñez:
Structure Discovery from Massive Spatial Data Sets Using Intelligent Simulation Tools. 158-174
Simon Colton:
Computational Discovery in Pure Mathematics. 175-201

John R. Koza, William Mydlowec, Guido Lanza, Jessen Yu, Martin A. Keane:
Automatic Computational Discovery of Chemical Reaction Networks Using Genetic Programming. 205-227
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
Simon M. Garrett, George Macleod Coghill, Ashwin Srinivasan, Ross D. King:
Learning Qualitative Models of Physical and Biological Systems. 248-272
Ross D. King, Andreas Karwath, Amanda Clare, Luc Dehaspe:
Logic and the Automatic Acquisition of Scientific Knowledge: An Application to Functional Genomics. 273-289
Marc Weeber:
Drug Discovery as an Example of Literature-Based Discovery. 290-306
Dimitar Hristovski, Borut Peterlin, Saso Dzeroski, Janez Stare:
Literature Based Discovery Support System and Its Application to Disease Gene Identification. 307-326