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MC-SC2 Publications about: pattern classification
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Articles in journal or book chapters
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H. Ishibuchi and T. Yamamoto.
Fuzzy rule selection by multi-objective genetic local search algorithms and rule evaluation measures in data mining.
Fuzzy Sets and Systems,
141(1):59-88,
2004.
Keyword(s): data mining,
pattern classification,
fuzzy rule selection,
evolutionary multi-criterion optimization,
hybrid genetic algorithms.
[bibtex-entry]
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Q. Shen and A. Chouchoulas.
A rough-fuzzy approach for generating classification rules.
Pattern Recognition,
35:2425-2438,
2002.
Keyword(s): pattern classification,
rough sets,
fuzzy sets,
feature selection,
rule induction.
[bibtex-entry]
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H. Ishibuchi,
T. Nakashima,
and T. Murata.
Three-objective genetics-based machine learning for linguistic rule extraction.
Information Sciences: An International Journal,
136:109-133,
2001.
Keyword(s): pattern classification,
fuzzy systems,
genetic algorithm,
rule extraction.
[bibtex-entry]
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J. Kishore,
L. Patnaik,
V. Mani,
and V. Agrawal.
Genetic programming based pattern classification with feature space partitioning.
Information Sciences: An International Journal,
131:65-86,
2001.
[bibtex-entry]
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L. Chiang,
E. Russell,
and R. Braatz.
Fault diagnosis in chemical processes using Fisher discriminant analysis, discriminant partial least squares, and principal component analysis.
Chemometrics and Intelligent Laboratory Systems,
50:243-252,
2000.
Keyword(s): Fisher's discriminant analysis,
discriminant partial least squares,
principal component analysis,
dimensionality reduction,
multivariate statistics,
large scale systems,
fault detection,
chemometric methods,
discriminant analysis,
pattern classification.
[bibtex-entry]
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M. Kbir,
H. Benkirane,
and R. Benslimane.
Hierarchical fuzzy partition for pattern classification with fuzzy if-then rules.
Pattern Recognition Letters,
21:503-509,
2000.
Keyword(s): fuzzy classification problems,
fuzzy if-then rules,
hierarchical fuzzy partition.
[bibtex-entry]
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S. Martin,
M. Kirby,
and R. Miranda.
Symmetric Veronese classifiers with application to materials design.
Engineering Applications of Artificial Intelligence,
13:513-520,
2000.
Keyword(s): feature selection,
Veronese maps,
materials design,
pattern classification,
support vector machines,
kernel selection.
[bibtex-entry]
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V. Ravi,
P. Reddy,
and H.-J. Zimmermann.
Pattern classification with principal component analysis and fuzzy rule bases.
European Journal of Operational Research,
126:526-533,
2000.
Keyword(s): fuzzy sets,
data analysis,
feature selection,
principal component analysis,
modified threshold accepting.
[bibtex-entry]
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K. Ray and J. Ghoshal.
Neuro-genetic approach to multidimensional fuzzy reasoning for pattern classsification.
Fuzzy Sets and Systems,
112:449-483,
2000.
Keyword(s): multidimensional fuzzy implication,
multidimensional fuzzy reasoning,
pattern classification,
multilayer perceptron,
genetic algorithm,
regularization.
[bibtex-entry]
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H. Ishibuchi,
T. Nakashima,
and T. Morisawa.
Voting in fuzzy rule-based systems for pattern classification problems.
Fuzzy Sets and Systems,
103:223-238,
1999.
Keyword(s): pattern classification,
fuzzy rule-based systems,
fuzzy reasoning,
voting schemes.
[bibtex-entry]
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H. Ishibuchi,
T. Murata,
and M. Gen.
Performance evaluation of fuzzy rule-based classification systems obtained by multi- objective genetic algorithms.
Computers & Industrial Engineering,
35(3-4):575-578,
1998.
Keyword(s): fuzzy rule-based system,
pattern classification,
rule selection,
genetic algorithm,
knowledge acquisition.
[bibtex-entry]
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H. Ishibuchi,
T. Murata,
and I. Türksen.
Single-objective and two-objective genetic algorithms for selecting linguistic rules for pattern classification problems.
Fuzzy Sets and Systems,
89(2):135-150,
1997.
Keyword(s): linguistic modeling,
pattern recognition,
data analysis,
genetic algorithm,
rule selection.
[bibtex-entry]
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D. Alpsan,
M. Towsey,
O. Ozdamar,
C. Tsoi,
and D. Ghista.
Efficacy of modified backpropagation and optimization methods on a real-world medical problem.
Neural Networks,
8(6):945-962,
1995.
Keyword(s): neural networks,
multilayer perceptron,
backpropagation,
optimisation,
auditory evoked potencial,
pattern classification.
[bibtex-entry]
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Last modified: Fri Dec 15 07:05:48 2006
Author: Juscelino Dias.
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