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EUROGP
2007
Springer
161views Optimization» more  EUROGP 2007»
14 years 1 months ago
Mining Distributed Evolving Data Streams Using Fractal GP Ensembles
A Genetic Programming based boosting ensemble method for the classification of distributed streaming data is proposed. The approach handles flows of data coming from multiple loc...
Gianluigi Folino, Clara Pizzuti, Giandomenico Spez...
IPPS
1999
IEEE
13 years 11 months ago
Reconfigurable Parallel Sorting and Load Balancing: HeteroSort
HeteroSort load balances and sorts within static or dynamic networks. Upon failure of a node or path, HeteroSort uses a genetic algorithm to minimize the distribution path by optim...
Emmett Davis, Bonnie Holte Bennett, Bill Wren, Lin...
BMCBI
2007
186views more  BMCBI 2007»
13 years 7 months ago
Modeling human cancer-related regulatory modules by GA-RNN hybrid algorithms
Background: Modeling cancer-related regulatory modules from gene expression profiling of cancer tissues is expected to contribute to our understanding of cancer biology as well as...
Jung-Hsien Chiang, Shih-Yi Chao
HM
2010
Springer
161views Optimization» more  HM 2010»
13 years 8 months ago
A Memetic Algorithm for Reconstructing Cross-Cut Shredded Text Documents
The reconstruction of destroyed paper documents became of more interest during the last years. On the one hand it (often) occurs that documents are destroyed by mistake while on th...
Christian Schauer, Matthias Prandtstetter, Gü...
ICANNGA
2007
Springer
161views Algorithms» more  ICANNGA 2007»
13 years 11 months ago
Evolutionary Induction of Decision Trees for Misclassification Cost Minimization
Abstract. In the paper, a new method of decision tree learning for costsensitive classification is presented. In contrast to the traditional greedy top-down inducer in the proposed...
Marek Kretowski, Marek Grzes