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TNN
2010
185views Management» more  TNN 2010»
13 years 4 months ago
An adaptive multiobjective approach to evolving ART architectures
In this paper, we present the evolution of adaptive resonance theory (ART) neural network architectures (classifiers) using a multiobjective optimization approach. In particular, w...
Assem Kaylani, Michael Georgiopoulos, Mansooreh Mo...
IWSOS
2011
Springer
13 years 1 months ago
Evolving Self-organizing Cellular Automata Based on Neural Network Genotypes
Abstract This paper depicts and evaluates an evolutionary design process for generating a complex self-organizing multicellular system based on Cellular Automata (CA). We extend th...
Wilfried Elmenreich, István Fehérv&a...
ICDE
2008
IEEE
103views Database» more  ICDE 2008»
14 years 11 months ago
Efficient Information Extraction over Evolving Text Data
Abstract-- Most current information extraction (IE) approaches have considered only static text corpora, over which we typically have to apply IE only once. Many real-world text co...
Fei Chen 0002, AnHai Doan, Jun Yang 0001, Raghu Ra...
SIGSOFT
2008
ACM
14 years 10 months ago
Improving robustness of evolving exceptional behaviour in executable models
Executable models are increasingly being employed by development teams to implement robust software systems. Modern executable models offer powerful composition mechanisms that al...
Alessandro Garcia, Nélio Cacho, Thomas Cott...
WWW
2003
ACM
14 years 10 months ago
Evolving the Semantic Web with Mangrove
Despite numerous proposals for its creation, the semantic web has yet to achieve widespread adoption. Recently, some researchers have argued that participation in the semantic web...
Luke McDowell, Oren Etzioni, Steven D. Gribble, Al...