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Volumn , Issue , 2011, Pages 2409-2416

Instance selection algorithm based on a Ranking Procedure

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION RULES; COMPARATIVE STUDIES; DATA SETS; GENERALIZATION PERFORMANCE; INSTANCE SELECTION; NORMALIZATION FACTORS; RANKING CRITERION; RANKING PROCEDURES; REAL-WORLD DATABASE; REDUCTION RATE; STATE-OF-THE-ART METHODS;

EID: 80054757551     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2011.6033531     Document Type: Conference Paper
Times cited : (7)

References (23)
  • 1
    • 77952551790 scopus 로고    scopus 로고
    • New method for instance or prototype selection using mutual information in time series prediction
    • A. Guillen, L. Herrera, G. Rubio, H. Pomares, A. Lendasse, and I. Rojas, "New method for instance or prototype selection using mutual information in time series prediction," Neurocomputing, vol. 73, pp. 2030-2038, 2010.
    • (2010) Neurocomputing , vol.73 , pp. 2030-2038
    • Guillen, A.1    Herrera, L.2    Rubio, G.3    Pomares, H.4    Lendasse, A.5    Rojas, I.6
  • 4
    • 42749092345 scopus 로고    scopus 로고
    • A memetic algorithm for evolutionary prototype selection: A scaling up approach
    • S. Garca, J. R. Cano, and F. Herrera, "A memetic algorithm for evolutionary prototype selection: A scaling up approach," Pattern Recognition, vol. 41, pp. 2693-2709, 2008.
    • (2008) Pattern Recognition , vol.41 , pp. 2693-2709
    • Garca, S.1    Cano, J.R.2    Herrera, F.3
  • 5
    • 0346331906 scopus 로고    scopus 로고
    • A brief taxonomy and ranking of creative prototype reduction schemes
    • S.-W. Kim and B. J. Oommen, "A Brief Taxonomy and Ranking of Creative Prototype Reduction Schemes," Pattern Analysis and Applications, vol. 6, no. 3, pp. 232-244, 2003.
    • (2003) Pattern Analysis and Applications , vol.6 , Issue.3 , pp. 232-244
    • Kim, S.-W.1    Oommen, B.J.2
  • 8
    • 33846316693 scopus 로고    scopus 로고
    • Self-generating prototypes for pattern classification
    • H. A. Fayed, S. R. Hashem, and A. F. Atiya, "Self-generating prototypes for pattern classification," Pattern Recognition, vol. 40, no. 5, pp. 1498-1509, 2007.
    • (2007) Pattern Recognition , vol.40 , Issue.5 , pp. 1498-1509
    • Fayed, H.A.1    Hashem, S.R.2    Atiya, A.F.3
  • 11
    • 0036104537 scopus 로고    scopus 로고
    • Advances in instance selection for instance-based learning algorithms
    • H. Brighton and C. Mellish, "Advances In Instance Selection for Instance-Based Learning Algorithms," Data Mining and Knowledge Discovery, vol. 6, no. 2, pp. 153-172, 2002.
    • (2002) Data Mining and Knowledge Discovery , vol.6 , Issue.2 , pp. 153-172
    • Brighton, H.1    Mellish, C.2
  • 12
    • 84931162639 scopus 로고
    • The condensed nearest neighbor rule
    • P. E. Hart, "The condensed nearest neighbor rule," IEEE Transactions on Information Theory, vol. IT-14, pp. 515-516, 1968.
    • (1968) IEEE Transactions on Information Theory , vol.IT-14 , pp. 515-516
    • Hart, P.E.1
  • 13
    • 0028385080 scopus 로고
    • Minimal consistent set (MCS) identification for optimal nearest neighbor decision systems design
    • B. Dasarathy, "Minimal Consistent Set (MCS) Identification for Optimal Nearest Neighbor Decision Systems Design," IEEE Transactions on Systems, Man and Cybernetics, vol. 24, no. 3, pp. 511-517, 1994.
    • (1994) IEEE Transactions on Systems, Man and Cybernetics , vol.24 , Issue.3 , pp. 511-517
    • Dasarathy, B.1
  • 14
    • 0015361129 scopus 로고
    • Asymptotic properties of nearest neighbor rules using edited data
    • D. L. Wilson, "Asymptotic Properties of Nearest Neighbor Rules Using Edited Data," IEEE Transactions on Systems, Man and Cybernetics, vol. 2, no. 3, pp. 408-421, 1972.
    • (1972) IEEE Transactions on Systems, Man and Cybernetics , vol.2 , Issue.3 , pp. 408-421
    • Wilson, D.L.1
  • 16
    • 0343081513 scopus 로고    scopus 로고
    • Reduction techniques for instancebased learning algorithms
    • D. R. Wilson and T. R. Martinez, "Reduction techniques for instancebased learning algorithms," Machine Learning, vol. 38, no. 3, pp. 257-286, 2000.
    • (2000) Machine Learning , vol.38 , Issue.3 , pp. 257-286
    • Wilson, D.R.1    Martinez, T.R.2
  • 17
    • 46249122128 scopus 로고    scopus 로고
    • Hit miss networks with applications to instance selection
    • E. Marchiori, "Hit miss networks with applications to instance selection," Journal of Machine Learning Research, vol. 9, pp. 997-1017, 2008.
    • (2008) Journal of Machine Learning Research , vol.9 , pp. 997-1017
    • Marchiori, E.1
  • 20
    • 0000583248 scopus 로고
    • Probabilistic interpretation of feedfoward classification network outputs, with relationships to statistical pattern recognition
    • (F. Fougelman-Soulie and J. Hrault, eds.), (New York), Springer-Verlag
    • J. Bridle, "Probabilistic interpretation of feedfoward classification network outputs, with relationships to statistical pattern recognition," in Neuro-computing: Algorithms, Architectures and Applications (F. Fougelman-Soulie and J. Hrault, eds.), (New York), Springer-Verlag, 1990.
    • (1990) Neuro-computing: Algorithms, Architectures and Applications
    • Bridle, J.1
  • 21
    • 33750796974 scopus 로고    scopus 로고
    • Improving nearest neighbor rule with a simple adaptative distance measure
    • J. Wang, P. Neskovic, and L. N. Cooper, "Improving nearest neighbor rule with a simple adaptative distance measure," Pattern Recognition Letters, vol. 28, no. 2, pp. 207-213, 2007.
    • (2007) Pattern Recognition Letters , vol.28 , Issue.2 , pp. 207-213
    • Wang, J.1    Neskovic, P.2    Cooper, L.N.3
  • 22
    • 36948999941 scopus 로고    scopus 로고
    • University of California, Irvine, School of Information and Computer Sciences
    • A. Asuncion and D. Newman, "UCI machine learning repository." University of California, Irvine, School of Information and Computer Sciences, 2007.
    • (2007) UCI Machine Learning Repository
    • Asuncion, A.1    Newman, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.