Automatic Learning of Multiple Extended Boolean Queries by Multiobjective GA-P Algorithms
Created by W.Langdon from
gp-bibliography.bib Revision:1.8010
- @InCollection{Cordon:2004:fzi,
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author = "O. Cordon and F. Moya and C. Zarco",
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title = "Automatic Learning of Multiple Extended {Boolean}
Queries by Multiobjective GA-P Algorithms",
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booktitle = "Fuzzy Logic and the Internet",
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publisher = "PHYSICA-VERLAG",
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year = "2004",
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editor = "V. Loia and M. Nikravesh and L. A. Zadeh",
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volume = "137",
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series = "STUDIES IN FUZZINESS AND SOFT COMPUTING",
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pages = "47--70",
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address = "Germany",
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keywords = "genetic algorithms, genetic programming",
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URL = "http://direct.bl.uk/research/18/0E/RN143659018.html",
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DOI = "doi:10.1007/978-3-540-39988-9_3",
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ISSN = "1434-9922",
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abstract = "In this contribution, a new Inductive Query by Example
process is proposed to automatically derive extended
Boolean queries for fuzzy information retrieval systems
from a set of relevant documents provided by a user.
The novelty of our approach is that it is able to
simultaneously generate several queries with a
different precision-recall tradeoff in a single run. To
do so, it is based on an advanced. evolutionary
algorithm, GA-P, specially designed to tackle with
multiobjective problems by means of a Pareto-based
multi-objective technique. The performance of the new
proposal will be tested on the usual Cranfield
collection and compared to the well-known Kraft et
al.'s process.",
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notes = "English",
- }
Genetic Programming entries for
Oscar Cordon
Felix de Moya
Carmen Zarco Fernandez
Citations