메뉴 건너뛰기




Volumn , Issue , 2007, Pages

Evolutionary multi-objective optimization of fuzzy rule-based classifiers in the ROC space

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION ALGORITHMS; BIOLOGICAL ORGANS; CHLORINE COMPOUNDS; CLASSIFICATION (OF INFORMATION); CLASSIFIERS; COMPUTER AIDED DIAGNOSIS; COMPUTERIZED TOMOGRAPHY; FUZZY LOGIC; FUZZY RULES; FUZZY SETS; FUZZY SYSTEMS; LAWS AND LEGISLATION; MULTIOBJECTIVE OPTIMIZATION; OPTIMIZATION;

EID: 50249133279     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2007.4295465     Document Type: Conference Paper
Times cited : (3)

References (23)
  • 3
    • 35048849440 scopus 로고    scopus 로고
    • Fuzzy Classification of Secretory Signals in Proteins Encoded by the Plasmodium falciparum Genome
    • Springer
    • E. Logan, R. Hall, N. Klonis, S. Herd and L. Tilley, "Fuzzy Classification of Secretory Signals in Proteins Encoded by the Plasmodium falciparum Genome," Lecture Notes in Computer Science, vol. 3213, pp. 1023-1029, Springer, 2004.
    • (2004) Lecture Notes in Computer Science , vol.3213 , pp. 1023-1029
    • Logan, E.1    Hall, R.2    Klonis, N.3    Herd, S.4    Tilley, L.5
  • 4
    • 1842587806 scopus 로고    scopus 로고
    • Design of accurate classifiers with a compact fuzzy-rule base using an evolutionary scatter partition of feature space
    • Apr
    • S.-Y. Ho, H.-M. Chen, S.-J. Ho, and T.-K. Chen, "Design of accurate classifiers with a compact fuzzy-rule base using an evolutionary scatter partition of feature space," IEEE Transactions on Systems, Man and Cybernetics, vol. 34, no.2, pp. 1031-1044, Apr. 2004.
    • (2004) IEEE Transactions on Systems, Man and Cybernetics , vol.34 , Issue.2 , pp. 1031-1044
    • Ho, S.-Y.1    Chen, H.-M.2    Ho, S.-J.3    Chen, T.-K.4
  • 6
    • 0346781550 scopus 로고    scopus 로고
    • Fuzzy rule selection by multi-objective genetic local search algorithms and rule evaluation measures in data mining
    • 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, vol. 141, no. 1, pp. 59-88, 2004.
    • (2004) Fuzzy Sets and Systems , vol.141 , Issue.1 , pp. 59-88
    • Ishibuchi, H.1    Yamamoto, T.2
  • 7
    • 33750699931 scopus 로고    scopus 로고
    • Finding simple fuzzy classification systems with high interpretability through multiobjective rule selection
    • Springer
    • H. Ishibuchi, Y. Nojima, and I. Kuwajima, "Finding simple fuzzy classification systems with high interpretability through multiobjective rule selection," Lecture Notes in Computer Science, vol. 4252, pp.86-93, Springer, 2006.
    • (2006) Lecture Notes in Computer Science , vol.4252 , pp. 86-93
    • Ishibuchi, H.1    Nojima, Y.2    Kuwajima, I.3
  • 8
    • 0035426683 scopus 로고    scopus 로고
    • Genetic feature selection in a fuzzy rule-based classification system learning process for high-dimensional problems
    • Aug
    • J. Casillas, O. Cordon, M. J. Del Jesus, and F. Herrera, "Genetic feature selection in a fuzzy rule-based classification system learning process for high-dimensional problems," Information Science, vol. 136, pp. 135-157, Aug. 2001.
    • (2001) Information Science , vol.136 , pp. 135-157
    • Casillas, J.1    Cordon, O.2    Del Jesus, M.J.3    Herrera, F.4
  • 9
    • 0032655554 scopus 로고    scopus 로고
    • A proposal on reasoning methods in fuzzy rule-based classification systems
    • Jan
    • O. Cordon, M. J. del Jesus, and F. Herrera, "A proposal on reasoning methods in fuzzy rule-based classification systems," Int. J. Approx. Reason., vol. 20, no. 1, pp. 21-45, Jan. 1999.
    • (1999) Int. J. Approx. Reason , vol.20 , Issue.1 , pp. 21-45
    • Cordon, O.1    del Jesus, M.J.2    Herrera, F.3
  • 10
    • 26844469668 scopus 로고    scopus 로고
    • Rule weights specification in fuzzy rule-based classification systems
    • Aug
    • H. Ishibuchi and T. Yamamoto, "Rule weights specification in fuzzy rule-based classification systems," IEEE Trans on Fuzzy Systems, vol.13, no.4, pp. 428435, Aug 2005.
    • (2005) IEEE Trans on Fuzzy Systems , vol.13 , Issue.4 , pp. 428435
    • Ishibuchi, H.1    Yamamoto, T.2
  • 11
    • 0345438685 scopus 로고    scopus 로고
    • ROC graphs: Notes and practical considerations for researchers
    • HPL-20034
    • T. Fawcett, "ROC graphs: Notes and practical considerations for researchers," HP Labs, Tech. Rep. HPL-20034, 2003.
    • (2003) HP Labs, Tech. Rep
    • Fawcett, T.1
  • 12
    • 0035283313 scopus 로고    scopus 로고
    • Robust classification for imprecise environments
    • F. Provost and T. Fawcett, "Robust classification for imprecise environments," Machine Learning, vol. 42, no. 3, p. 203-231, 2001.
    • (2001) Machine Learning , vol.42 , Issue.3 , pp. 203-231
    • Provost, F.1    Fawcett, T.2
  • 13
    • 0032216624 scopus 로고    scopus 로고
    • Optimization and FROC analysis of rule-based detection schemes using a multiobjective approach
    • Sep
    • M. Anastasio, M. Kupinski, and R. Nishikawa, "Optimization and FROC analysis of rule-based detection schemes using a multiobjective approach," IEEE Trans. Med. Imaging, vol. 17, no. 10, pp. 1089-1093, Sep. 1998.
    • (1998) IEEE Trans. Med. Imaging , vol.17 , Issue.10 , pp. 1089-1093
    • Anastasio, M.1    Kupinski, M.2    Nishikawa, R.3
  • 14
    • 0033169217 scopus 로고    scopus 로고
    • Multiobjective genetic optimization of diagnostic classifiers with implications for generating receiver operating characteristic curves
    • Aug
    • M. Kupinski and M. Anastasio, "Multiobjective genetic optimization of diagnostic classifiers with implications for generating receiver operating characteristic curves," IEEE Trans. Med. Imaging, vol. 18, no. 8, pp.675-685, Aug. 1999.
    • (1999) IEEE Trans. Med. Imaging , vol.18 , Issue.8 , pp. 675-685
    • Kupinski, M.1    Anastasio, M.2
  • 15
    • 33645640333 scopus 로고    scopus 로고
    • Multiobjective optimization of safety related systems: An application short-term conflict alert
    • R.M. Everson and J.E. Fieldsend, "Multiobjective optimization of safety related systems: An application short-term conflict alert," IEEE Transactions on Evolutionary. Comput., vol. 10, no.2, pp.187-198.
    • IEEE Transactions on Evolutionary. Comput , vol.10 , Issue.2 , pp. 187-198
    • Everson, R.M.1    Fieldsend, J.E.2
  • 16
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: NSGA-II
    • K. Deb, A. Pratab, S. Agarwal, and T. Meyarivan, "A fast and elitist multiobjective genetic algorithm: NSGA-II," IEEE Trans. On Evol. Comput.vol. 6, no.2, pp. 182-197, 2002.
    • (2002) IEEE Trans. On Evol. Comput , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1    Pratab, A.2    Agarwal, S.3    Meyarivan, T.4
  • 17
    • 0000852513 scopus 로고
    • Multi-objective function optimization using non-dominated sorting genetic algorithms
    • N. Srinivas and K. Deb, "Multi-objective function optimization using non-dominated sorting genetic algorithms," Evolutionary Computation, vol. 2, pp. 221-248, 1995.
    • (1995) Evolutionary Computation , vol.2 , pp. 221-248
    • Srinivas, N.1    Deb, K.2
  • 21
    • 1642580603 scopus 로고    scopus 로고
    • Pulmonary nodules at chest CT: Effect of computer-aided diagnosis on radiologists' detection performance
    • February
    • K. Awai, K. Murao, A. Ozawa, M. Komi, H. Hayakawa, S. Hori, and Y. Nishimura, "Pulmonary nodules at chest CT: effect of computer-aided diagnosis on radiologists' detection performance," Radiology, vol. 230, no. 2, pp. 347-352, February 2004.
    • (2004) Radiology , vol.230 , Issue.2 , pp. 347-352
    • Awai, K.1    Murao, K.2    Ozawa, A.3    Komi, M.4    Hayakawa, H.5    Hori, S.6    Nishimura, Y.7
  • 22
    • 46749110025 scopus 로고    scopus 로고
    • A CAD System for Lung Nodule Detection based on an Anatomical Model and a Fuzzy Neural Network
    • Montreal
    • M. Antonelli, G. Frosini, B. Lazzerini and F. Marcelloni, "A CAD System for Lung Nodule Detection based on an Anatomical Model and a Fuzzy Neural Network," NAFIPS 2006, vol. 1, Montreal 2006.
    • (2006) NAFIPS , vol.1
    • Antonelli, M.1    Frosini, G.2    Lazzerini, B.3    Marcelloni, F.4
  • 23
    • 50249092556 scopus 로고    scopus 로고
    • R. P. W. Duin, PRTools (Version 4.0) A Matlab toolbox for pattern recognition, Pattern recognition group, Delft, University of Technology
    • R. P. W. Duin, "PRTools (Version 4.0) A Matlab toolbox for pattern recognition," Pattern recognition group, Delft, University of Technology, http://www.prtools.org.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.