메뉴 건너뛰기




Volumn 40, Issue 10, 2013, Pages 4075-4082

Differential evolution based nearest prototype classifier with optimized distance measures for the features in the data sets

Author keywords

Classification; Differential evolution; Distance measures; Distance selection for the feature; Pool of distances

Indexed keywords

CLASSIFICATION ACCURACY; CLASSIFICATION DECISION; DIFFERENTIAL EVOLUTION; DIFFERENTIAL EVOLUTION ALGORITHMS; DISTANCE MEASURE; DISTANCE SELECTION FOR THE FEATURE; GLOBAL OPTIMIZATION ALGORITHM; POOL OF DISTANCES;

EID: 84875367228     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2013.01.040     Document Type: Article
Times cited : (21)

References (40)
  • 3
    • 34547681969 scopus 로고    scopus 로고
    • GAPS: A clustering method using a new point symmetry-based distance measure technique
    • S. Bandyopdhyay, and S. Saha GAPS: A clustering method using a new point symmetry-based distance measure technique Pattern Recognition 40 12 2007 3430 3451
    • (2007) Pattern Recognition , vol.40 , Issue.12 , pp. 3430-3451
    • Bandyopdhyay, S.1    Saha, S.2
  • 4
    • 56349086420 scopus 로고    scopus 로고
    • Efficient edge detection in digital images using a cellular neural network optimized by differential evolution algorithm
    • Part 2
    • A. Bastürk, and E. Günay Efficient edge detection in digital images using a cellular neural network optimized by differential evolution algorithm Expert Systems with Applications 36 2 2009 2645 2650 Part 2
    • (2009) Expert Systems with Applications , vol.36 , Issue.2 , pp. 2645-2650
    • Bastürk, A.1    Günay, E.2
  • 5
    • 33745405918 scopus 로고    scopus 로고
    • Relaxational metric adaptation and its application to semi-supervised clustering and content-based image retrieval
    • H. Chang, D.Y. Yeung, and W.K. Cheung Relaxational metric adaptation and its application to semi-supervised clustering and content-based image retrieval Pattern Recognition 39 10 2006 1905 1917
    • (2006) Pattern Recognition , vol.39 , Issue.10 , pp. 1905-1917
    • Chang, H.1    Yeung, D.Y.2    Cheung, W.K.3
  • 6
    • 60249090307 scopus 로고    scopus 로고
    • Differential evolution trained wavelet neural networks: Application to bankruptcy prediction in banks
    • N. Chauhan, V. Ravi, and D.K. Chandra Differential evolution trained wavelet neural networks: Application to bankruptcy prediction in banks Expert Systems with Applications 36 4 2009 7659 7665
    • (2009) Expert Systems with Applications , vol.36 , Issue.4 , pp. 7659-7665
    • Chauhan, N.1    Ravi, V.2    Chandra, D.K.3
  • 8
    • 84881609308 scopus 로고    scopus 로고
    • Differential evolution for automatic rule extraction from medical databases
    • (in press)
    • De Falco, I. (in press). Differential evolution for automatic rule extraction from medical databases. Applied Soft Computing.
    • Applied Soft Computing
    • De Falco, I.1
  • 9
    • 33745781456 scopus 로고    scopus 로고
    • Automatic classification of handsegmented image parts with differential evolution
    • F. Rothlauf et al. (Eds.) Lecture Notes in Computer Science
    • De Falco, I.; Della Cioppa, A.; & Tarantino, E. (2006). Automatic classification of handsegmented image parts with differential evolution. In F. Rothlauf et al. (Eds.), EvoWorkshops 2006. Vol. 3907. Lecture Notes in Computer Science (pp. 403-414).
    • (2006) EvoWorkshops 2006 , vol.3907 , pp. 403-414
    • De Falco, I.1    Della Cioppa, A.2    Tarantino, E.3
  • 13
    • 70350633267 scopus 로고    scopus 로고
    • Memetic pareto differential evolution for designing artificial neural networks in multiclassification problems using cross-entropy versus sensitivity
    • E. Corchado et al. (Eds.) Lecture Notes in Computer Science
    • Fernandez, J. C.; Hervas, C.; Martinez, J. Gutierrez, P. A.; & Cruz, M. (2009). Memetic pareto differential evolution for designing artificial neural networks in multiclassification problems using cross-entropy versus sensitivity. In E. Corchado et al. (Eds.), HAIS 2009 Vol. 5572. Lecture Notes in Computer Science (pp. 433-441).
    • (2009) HAIS 2009 , vol.5572 , pp. 433-441
    • Fernandez, J.C.1    Hervas, C.2    Martinez, J.3    Gutierrez, P.A.4    Cruz, M.5
  • 15
    • 79957618175 scopus 로고    scopus 로고
    • Empirical evaluation of distance measures for supervised classification of remotely sensed image with modified multivariate local binary pattern
    • Jenicka, S.; & Suruliandi, A. (2011). Empirical evaluation of distance measures for supervised classification of remotely sensed image with modified multivariate local binary pattern. In International conference on emerging trends in electrical and computer technology (ICETECT) (pp. 762-767).
    • (2011) International Conference on Emerging Trends in Electrical and Computer Technology (ICETECT) , pp. 762-767
    • Jenicka, S.1    Suruliandi, A.2
  • 16
  • 17
    • 79955585005 scopus 로고    scopus 로고
    • Feature subset selection using differential evolution and a statistical repair mechanism
    • R.N. Khushaba, A. Al-Ani, and A. Al-Jumaily Feature subset selection using differential evolution and a statistical repair mechanism Expert Systems with Applications 38 9 2011 11515 11526
    • (2011) Expert Systems with Applications , vol.38 , Issue.9 , pp. 11515-11526
    • Khushaba, R.N.1    Al-Ani, A.2    Al-Jumaily, A.3
  • 18
    • 84861189281 scopus 로고    scopus 로고
    • Optimized distance metrics for differential evolution based nearest prototype classifier
    • D. Koloseni, J. Lampinen, and P. Luukka Optimized distance metrics for differential evolution based nearest prototype classifier Expert Systems With Applications 39 2012 10564 10570
    • (2012) Expert Systems with Applications , vol.39 , pp. 10564-10570
    • Koloseni, D.1    Lampinen, J.2    Luukka, P.3
  • 19
    • 78650683096 scopus 로고    scopus 로고
    • A fast differential evolution algorithm using k-Nearest Neighbour predictor
    • Y. Liu, and F. Sun A fast differential evolution algorithm using k-Nearest Neighbour predictor Expert Systems with Applications 38 4 2011 4254 4258
    • (2011) Expert Systems with Applications , vol.38 , Issue.4 , pp. 4254-4258
    • Liu, Y.1    Sun, F.2
  • 21
    • 77957913274 scopus 로고    scopus 로고
    • Differential evolution classifier in noisy settings and with interacting variables
    • P. Luukka, and J. Lampinen Differential evolution classifier in noisy settings and with interacting variables Applied Soft Computing 11 2011 891 899
    • (2011) Applied Soft Computing , vol.11 , pp. 891-899
    • Luukka, P.1    Lampinen, J.2
  • 22
    • 77955372544 scopus 로고    scopus 로고
    • Evaluation of distance measures for multi-class classification in binary SVM decision tree
    • L. Rutkowski et al. (Eds.), ICAISC 2010
    • Madzarov, G.; & Gjorgjevikj, D. (2010). Evaluation of distance measures for multi-class classification in binary SVM decision tree. In L. Rutkowski et al. (Eds.), ICAISC 2010. Part I, Vol. 6113. Lecture Notes in Computer Science (pp. 437-444).
    • (2010) Lecture Notes in Computer Science , vol.6113 , Issue.PART 1 , pp. 437-444
    • Madzarov, G.1    Gjorgjevikj, D.2
  • 23
    • 2942691391 scopus 로고    scopus 로고
    • Neural network-based colonoscopic diagnosis using on-line learning and differential evolution
    • G.D. Magoulas, V.P. Plagianakos, and M.N. Vrahatis Neural network-based colonoscopic diagnosis using on-line learning and differential evolution Applied Soft Computing 4 2004 369 379
    • (2004) Applied Soft Computing , vol.4 , pp. 369-379
    • Magoulas, G.D.1    Plagianakos, V.P.2    Vrahatis, M.N.3
  • 24
    • 67349110181 scopus 로고    scopus 로고
    • Modified differential evolution based fuzzy clustering for pixel classification in remote sensing imagery
    • U. Maulik, and I. Saha Modified differential evolution based fuzzy clustering for pixel classification in remote sensing imagery Pattern Recognition 42 2009 2135 2149
    • (2009) Pattern Recognition , vol.42 , pp. 2135-2149
    • Maulik, U.1    Saha, I.2
  • 25
    • 77956059820 scopus 로고    scopus 로고
    • Automatic fuzzy clustering using modified differential evolution for image classification
    • U. Maulik, and I. Saha Automatic fuzzy clustering using modified differential evolution for image classification IEEE Transactions on Geoscience and Remote Sensing 48 9 2010 3503 3510
    • (2010) IEEE Transactions on Geoscience and Remote Sensing , vol.48 , Issue.9 , pp. 3503-3510
    • Maulik, U.1    Saha, I.2
  • 27
    • 51449089545 scopus 로고    scopus 로고
    • Weighted distance measures for efficient reduction of Gaussian mixture components in HMM-based acoustic model
    • Ogawa, A.; & Takahashi, S. (2008). Weighted distance measures for efficient reduction of Gaussian mixture components in HMM-based acoustic model. In IEEE international conference on acoustics, speech and signal processing (pp. 4173-4176).
    • (2008) IEEE International Conference on Acoustics, Speech and Signal Processing , pp. 4173-4176
    • Ogawa, A.1    Takahashi, S.2
  • 30
    • 0004033139 scopus 로고    scopus 로고
    • McGraw-Hill London An introduction to differential evolution, pp. 79-108
    • K.V. Price New ideas in optimization 1999 McGraw-Hill London An introduction to differential evolution, pp. 79-108
    • (1999) New Ideas in Optimization
    • Price, K.V.1
  • 33
    • 72949091290 scopus 로고    scopus 로고
    • Comparison of distance measures in spatial analytical modeling for health service planning
    • R. Shahid, S. Bertazzon, M.L. Knudtson, and W.A. Ghali Comparison of distance measures in spatial analytical modeling for health service planning BMC Health Services Research 9 2009 200
    • (2009) BMC Health Services Research , vol.9 , pp. 200
    • Shahid, R.1    Bertazzon, S.2    Knudtson, M.L.3    Ghali, W.A.4
  • 34
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution-a simple and efficient heuristic for global optimization over continuous space
    • R. Storn, and K.V. Price Differential evolution-a simple and efficient heuristic for global optimization over continuous space Journal of Global Optimization 11 4 1997 341 359
    • (1997) Journal of Global Optimization , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.V.2
  • 35
    • 11344274492 scopus 로고    scopus 로고
    • DE/EDA: A new evolutionary algorithm for global optimization
    • J. Sun, Q. Zhang, and E.P.K. Tsang DE/EDA: A new evolutionary algorithm for global optimization Information Sciences 169 2005 249 262
    • (2005) Information Sciences , vol.169 , pp. 249-262
    • Sun, J.1    Zhang, Q.2    Tsang, E.P.K.3
  • 36
    • 71749115785 scopus 로고    scopus 로고
    • Classification rule discovery with DE/QDE algorithm
    • H. Su, Y. Yang, and L. Zhao Classification rule discovery with DE/QDE algorithm Expert Systems with Applications 37 2 2010 1216 1222
    • (2010) Expert Systems with Applications , vol.37 , Issue.2 , pp. 1216-1222
    • Su, H.1    Yang, Y.2    Zhao, L.3
  • 37
    • 78650282967 scopus 로고    scopus 로고
    • Differential evolution for optimizing the positioning of prototypes in nearest neighbor classification
    • I. Triguero, S. Garcia, and F. Herrera Differential evolution for optimizing the positioning of prototypes in nearest neighbor classification Pattern Recognition 44 2011 901 916
    • (2011) Pattern Recognition , vol.44 , pp. 901-916
    • Triguero, I.1    Garcia, S.2    Herrera, F.3
  • 40
    • 15944387897 scopus 로고    scopus 로고
    • Hybrid evolutionary learning for synthesizing multi-class pattern recognition systems
    • M.A. Zmudaa, M.M. Rizkib, and L.A. Tamburinoc Hybrid evolutionary learning for synthesizing multi-class pattern recognition systems Applied Soft Computing 2 4 2009 269 282
    • (2009) Applied Soft Computing , vol.2 , Issue.4 , pp. 269-282
    • Zmudaa, M.A.1    Rizkib, M.M.2    Tamburinoc, L.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.