%0 Conference Paper %1 Tanigawa:2000:GECCO %A Tanigawa, Toru %A Zhao, Qiangfu %B Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2000) %C Las Vegas, Nevada, USA %D 2000 %E Whitley, Darrell %E Goldberg, David %E Cantu-Paz, Erick %E Spector, Lee %E Parmee, Ian %E Beyer, Hans-Georg %I Morgan Kaufmann %K algorithms, genetic programming %P 1047--1052 %T A Study on Efficient Generation of Decision Trees Using Genetic Programming %U http://citeseer.ist.psu.edu/498621.html %X For pattern recognition, the decision trees (DTs) are more efficient than neural networks (NNs) for two reasons. First, the computations in making decisions are simpler. Second, important features can be selected automatically during the design process. On the other hand, NNs are adaptable, and thus have the ability to learn in changing environment. %@ 1-55860-708-0

@inproceedings{Tanigawa:2000:GECCO, abstract = {For pattern recognition, the decision trees (DTs) are more efficient than neural networks (NNs) for two reasons. First, the computations in making decisions are simpler. Second, important features can be selected automatically during the design process. On the other hand, NNs are adaptable, and thus have the ability to learn in changing environment.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Las Vegas, Nevada, USA}, author = {Tanigawa, Toru and Zhao, Qiangfu}, biburl = {https://www.bibsonomy.org/bibtex/2e464977e22bef3cd5bc639b10422f69d/brazovayeye}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2000)}, editor = {Whitley, Darrell and Goldberg, David and Cantu-Paz, Erick and Spector, Lee and Parmee, Ian and Beyer, Hans-Georg}, interhash = {6c5557ec159c937d9a43f41359ecd491}, intrahash = {e464977e22bef3cd5bc639b10422f69d}, isbn = {1-55860-708-0}, keywords = {algorithms, genetic programming}, month = {10-12 July}, notes = {A joint meeting of the ninth International Conference on Genetic Algorithms (ICGA-2000) and the fifth Annual Genetic Programming Conference (GP-2000) Part of \cite{whitley:2000:GECCO}}, pages = {1047--1052}, publisher = {Morgan Kaufmann}, publisher_address = {San Francisco, CA 94104, USA}, size = {6 pages}, timestamp = {2008-06-19T17:52:49.000+0200}, title = {A Study on Efficient Generation of Decision Trees Using Genetic Programming}, url = {http://citeseer.ist.psu.edu/498621.html}, year = 2000 }