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» Model selection in genetic programming
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CIDM
2009
IEEE
14 years 3 months ago
Evolving decision trees using oracle guides
—Some data mining problems require predictive models to be not only accurate but also comprehensible. Comprehensibility enables human inspection and understanding of the model, m...
Ulf Johansson, Lars Niklasson
ATVA
2008
Springer
144views Hardware» more  ATVA 2008»
13 years 11 months ago
Tests, Proofs and Refinements
1 : Logic in Specification and Verification (abstract) Natarajan Shankar (SRI) Session Chair : Sungdeok Cha 12 : 00 13 : 00 Lunch 13 : 00 15 : 00 2 : Boolean Modeling of Cell Biolo...
Sriram K. Rajamani
BMCBI
2008
154views more  BMCBI 2008»
13 years 9 months ago
GeNESiS: gene network evolution simulation software
Background: There has been a lot of interest in recent years focusing on the modeling and simulation of Gene Regulatory Networks (GRNs). However, the evolutionary mechanisms that ...
Anton Kratz, Masaru Tomita, Arun Krishnan
CGO
2009
IEEE
14 years 3 months ago
Automatic Feature Generation for Machine Learning Based Optimizing Compilation
Recent work has shown that machine learning can automate and in some cases outperform hand crafted compiler optimizations. Central to such an approach is that machine learning tec...
Hugh Leather, Edwin V. Bonilla, Michael O'Boyle
RECOMB
2002
Springer
14 years 9 months ago
Simulating a Coalescent Process with Recombination and Ascertainment
A new method is presented for use in simulating samples of disease and normal chromosomes bearing multiple linked genetic markers under a neutral model of mutation, genetic drift, ...
Ying Wang, Bruce Rannala