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» Evolutionary learning of small networks
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PPSN
2004
Springer
15 years 5 months ago
A Neuroevolutionary Approach to Emergent Task Decomposition
A scalable architecture to facilitate emergent (self-organized) task decomposition using neural networks and evolutionary algorithms is presented. Various control system architectu...
Jekanthan Thangavelautham, Gabriele M. T. D'Eleute...
COCOON
2008
Springer
15 years 1 months ago
Haplotype Inferring Via Galled-Tree Networks Is NP-Complete
The problem of determining haplotypes from genotypes has gained considerable prominence in the research community since the beginning of the HapMap project. Here the focus is on de...
Arvind Gupta, Ján Manuch, Ladislav Stacho, ...
GI
1998
Springer
15 years 4 months ago
Self-Organizing Data Mining
"KnowledgeMiner" was designed to support the knowledge extraction process on a highly automated level. Implemented are 3 different GMDH-type self-organizing modeling algo...
Frank Lemke, Johann-Adolf Müller
BMCBI
2007
107views more  BMCBI 2007»
14 years 12 months ago
Reuse of structural domain-domain interactions in protein networks
Background: Protein interactions are thought to be largely mediated by interactions between structural domains. Databases such as iPfam relate interactions in protein structures t...
Benjamin Schuster-Böckler, Alex Bateman
IJON
2007
118views more  IJON 2007»
14 years 11 months ago
Time series prediction with recurrent neural networks trained by a hybrid PSO-EA algorithm
To predict the 100 missing values from a time series of 5000 data points, given for the IJCNN 2004 time series prediction competition, recurrent neural networks (RNNs) are trained...
Xindi Cai, Nian Zhang, Ganesh K. Venayagamoorthy, ...