Analyzing the Performance of a Multiobjective GA-P Algorithm for Learning Fuzzy Queries in a Machine Learning Environment
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InProceedings{DBLP:conf/ifsa/CordonHLMZ03,
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author = "Oscar Cordon and Enrique Herrera-Viedma and
Maria Luque and Felix {de Moya Anegon} and Carmen Zarco",
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title = "Analyzing the Performance of a Multiobjective GA-P
Algorithm for Learning Fuzzy Queries in a Machine
Learning Environment",
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booktitle = "Proceedings of the 10th International Fuzzy Systems
Association World Congress, Fuzzy Sets and Systems -
IFSA 2003",
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year = "2003",
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editor = "Taner Bilgi\c{c} and Bernard De Baets and
Okyay Kaynak",
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publisher = "Springer",
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series = "Lecture Notes in Computer Science",
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volume = "2715",
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pages = "611--619",
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address = "Istanbul, Turkey",
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month = jun # " 30 - " # jul # " 2",
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keywords = "genetic algorithms, genetic programming",
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ISBN = "3-540-40383-3",
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URL = "http://www.scimago.es/publications/ifsa03-cordon.pdf",
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bibsource = "DBLP, http://dblp.uni-trier.de",
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DOI = "doi:10.1007/3-540-44967-1_73",
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size = "9 pages",
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abstract = "The fuzzy information retrieval model was proposed
some years ago to solve several limitations of the
Boolean model without a need of a complete redesign of
the information retrieval system. However, the
complexity of the fuzzy query language makes it
difficult to formulate user queries. Among other
proposed approaches to solve this problem, we find the
Inductive Query by Example (IQBE) framework, where
queries are automatically derived from sets of
documents provided by the user. In this work we test
the applicability of a multiobjective evolutionary IQBE
technique for fuzzy queries in a machine learning
environment. To do so, the Cranfield documentary
collection is divided into two different document sets,
labeled training and test, and the algorithm is run on
the former to obtain several queries that are then
validated on the latter.",
- }
Genetic Programming entries for
Oscar Cordon
Enrique Herrera Viedma
Maria Luque Rodriguez
Felix de Moya
Carmen Zarco Fernandez
Citations