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Volumn 38, Issue 4, 2011, Pages 4600-4607

Feature selection using fuzzy entropy measures with similarity classifier

Author keywords

Classification; Feature selection; Fuzzy measures; Medical data; Similarity

Indexed keywords

CLASSIFICATION; FEATURE SELECTION; FUZZY MEASURES; MEDICAL DATA; SIMILARITY;

EID: 78650710674     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2010.09.133     Document Type: Article
Times cited : (280)

References (29)
  • 1
    • 0141865701 scopus 로고    scopus 로고
    • Reduced feature-set based parallel CHMM speech recognition systems
    • W.H. Abdulla, and N. Kasabov Reduced feature-set based parallel CHMM speech recognition systems Information Science 156 2003 21 38
    • (2003) Information Science , vol.156 , pp. 21-38
    • Abdulla, W.H.1    Kasabov, N.2
  • 2
    • 0003368229 scopus 로고    scopus 로고
    • A comparative evaluation of sequential feature selection algorithms
    • Springer Berlin
    • D.W. Aha, and R.L. Bankert A comparative evaluation of sequential feature selection algorithms Learning from data: AI and statistics V 1996 Springer Berlin
    • (1996) Learning from Data: AI and Statistics v
    • Aha, D.W.1    Bankert, R.L.2
  • 4
    • 0031334221 scopus 로고    scopus 로고
    • Selection of relevant features and examples in machine learning
    • A. Blum, and P. Langley Selection of relevant features and examples in machine learning Artificial Intelligence 97 1997 245 271
    • (1997) Artificial Intelligence , vol.97 , pp. 245-271
    • Blum, A.1    Langley, P.2
  • 5
    • 0015340630 scopus 로고
    • A definition of non-probabilistic entropy in setting of fuzzy set theory
    • A. De Luca, and S. Termini A definition of non-probabilistic entropy in setting of fuzzy set theory Information Control 20 1971 301 312
    • (1971) Information Control , vol.20 , pp. 301-312
    • De Luca, A.1    Termini, S.2
  • 12
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for feature subset selection
    • R. Kohavi, and G.H. John Wrappers for feature subset selection Artificial Intelligence 7 1997 273 323
    • (1997) Artificial Intelligence , vol.7 , pp. 273-323
    • Kohavi, R.1    John, G.H.2
  • 13
    • 0030707020 scopus 로고    scopus 로고
    • Feature selsection and classifiers for the computerized detection of mass lesions in digital mammography
    • Kupinski, M. A.; Giger, M. L. (1997). Feature selsection and classifiers for the computerized detection of mass lesions in digital mammography. In International conference on neural networks (pp. 2460-2463).
    • (1997) International Conference on Neural Networks , pp. 2460-2463
    • Kupinski, M.A.1    Giger, M.L.2
  • 14
    • 0037983974 scopus 로고    scopus 로고
    • Ultrasonic liver tissues classification by fractal feature vector based on M-band wavelet transform
    • W.L. Lee, Y.C. Chen, and K.S. Hsieh Ultrasonic liver tissues classification by fractal feature vector based on M-band wavelet transform IEEE Transactions Medical Imagine 22 2003 382 392
    • (2003) IEEE Transactions Medical Imagine , vol.22 , pp. 382-392
    • Lee, W.L.1    Chen, Y.C.2    Hsieh, K.S.3
  • 15
    • 85008058221 scopus 로고    scopus 로고
    • Getting clinical about neural networks
    • D.I. Lewin Getting clinical about neural networks IEEE Intelligent Systems 15 2000 2 3
    • (2000) IEEE Intelligent Systems , vol.15 , pp. 2-3
    • Lewin, D.I.1
  • 17
    • 0035746749 scopus 로고    scopus 로고
    • A classifier based on the maximal fuzzy similarity in the generalized Łukasiewicz-structure
    • Melbourne, Australia
    • Luukka, P.; Saastamoinen, K.; Könönen, V. (2001). A classifier based on the maximal fuzzy similarity in the generalized Łukasiewicz- structure. In Proceedings of the FUZZ-IEEE 2001 conference, Melbourne, Australia.
    • (2001) Proceedings of the FUZZ-IEEE 2001 Conference
    • Luukka, P.1    Saastamoinen, K.2    Könönen, V.3
  • 18
    • 33746358519 scopus 로고    scopus 로고
    • Similarity classifier with generalized mean applied to medical data
    • P. Luukka, and T. Leppälampi Similarity classifier with generalized mean applied to medical data Computers in Biology and Medicine 36 2006 1026 1040
    • (2006) Computers in Biology and Medicine , vol.36 , pp. 1026-1040
    • Luukka, P.1    Leppälampi, T.2
  • 19
    • 0033325571 scopus 로고    scopus 로고
    • Image segmentation by neural-net classifiers with genetic selection of feature indices
    • Matsui, K.; Kosugi, Y. (1999). Image segmentation by neural-net classifiers with genetic selection of feature indices. In IEEE international conference on image processing (pp. 534-538).
    • (1999) IEEE International Conference on Image Processing , pp. 534-538
    • Matsui, K.1    Kosugi, Y.2
  • 20
    • 0029378347 scopus 로고
    • Feature selection in the pattern classification problem of digital chest radiograph segmentation
    • M.F. McNitt-Gray, H.K. Huang, and J.W. Sayre Feature selection in the pattern classification problem of digital chest radiograph segmentation IEEE Transactions on Medical Imagine 14 1995 537 547
    • (1995) IEEE Transactions on Medical Imagine , vol.14 , pp. 537-547
    • McNitt-Gray, M.F.1    Huang, H.K.2    Sayre, J.W.3
  • 22
    • 0002923149 scopus 로고
    • On the syntactico-semantical completeness of first-order fuzzy logic
    • V. Novak On the syntactico-semantical completeness of first-order fuzzy logic Kybernetika 1990 26
    • (1990) Kybernetika , pp. 26
    • Novak, V.1
  • 24
    • 40849120946 scopus 로고    scopus 로고
    • New measures of weighted fuzzy entropy and their applications for the study of maximum weighted fuzzy entropy principle
    • O.M. Parkash, P.K. Sharma, and R. Mahajan New measures of weighted fuzzy entropy and their applications for the study of maximum weighted fuzzy entropy principle Information Sciences 178 11 2008 2389 2395
    • (2008) Information Sciences , vol.178 , Issue.11 , pp. 2389-2395
    • Parkash, O.M.1    Sharma, P.K.2    Mahajan, R.3
  • 25
    • 84856043672 scopus 로고
    • A mathematical theory of communication
    • 623-659
    • Shannon, C. E. (1948). A mathematical theory of communication. Bell System Technical Journal, 379-423, 623-659.
    • (1948) Bell System Technical Journal , pp. 379-423
    • Shannon, C.E.1
  • 26
    • 0003221873 scopus 로고    scopus 로고
    • Mathematics behind fuzzy logic
    • Physica-Verlag Heidelberg
    • E. Turunen Mathematics behind fuzzy logic Advances in soft computing 1999 Physica-Verlag Heidelberg
    • (1999) Advances in Soft Computing
    • Turunen, E.1
  • 27
    • 14844363880 scopus 로고    scopus 로고
    • Automatic detection of erythemato-squamous diseases using adaptive neuro-fuzzy inference systems
    • E.D. Übeyli, and I. Güler Automatic detection of erythemato-squamous diseases using adaptive neuro-fuzzy inference systems Computers in Biology and Medicine 35 5 2005 147 165
    • (2005) Computers in Biology and Medicine , vol.35 , Issue.5 , pp. 147-165
    • Übeyli, E.D.1    Güler, I.2
  • 28
    • 0034505033 scopus 로고    scopus 로고
    • Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for high-dimensional remote sensing data
    • Yu, S.; De Backer, S.; Scheunders, P. (2000). Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for high-dimensional remote sensing data. In IEEE international conference on systems, man, and cybernetics (pp. 1912-1916).
    • (2000) IEEE International Conference on Systems, Man, and Cybernetics , pp. 1912-1916
    • Yu, S.1    De Backer, S.2    Scheunders, P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.