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Volumn 26, Issue 7, 2005, Pages 909-919

Neural vs. statistical classifier in conjunction with genetic algorithm based feature selection

Author keywords

Feature selection; Genetic algorithm; Microcalcifications pattern classification; Neural networks; Statistical methods

Indexed keywords

BIOLOGICAL ORGANS; CALCIFICATION (BIOCHEMISTRY); GENETIC ALGORITHMS; MAMMOGRAPHY; NEURAL NETWORKS; PATTERN RECOGNITION; STATISTICAL METHODS; TUMORS;

EID: 17444397485     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2004.09.053     Document Type: Article
Times cited : (105)

References (27)
  • 1
    • 33747829208 scopus 로고    scopus 로고
    • Breast Cancer Facts, 2002. http://www.breastcancerfund.org/disease_facts. htm
    • (2002) Breast Cancer Facts
  • 2
    • 0000170481 scopus 로고
    • Artificial neural network based classification of mammographic microcalcifications using image structure features
    • World Scientific Publishing
    • Chitre, Y., Dhawan, A.P., Moskowitz, M., 1993. Artificial neural network based classification of mammographic microcalcifications using image structure features, Internat. J. Pattern Recognition Artificial Intell., World Scientific Publishing, Vol. 7. No. 6, pp. 1377-1401
    • (1993) Internat. J. Pattern Recognition Artificial Intell. , vol.7 , Issue.6 , pp. 1377-1401
    • Chitre, Y.1    Dhawan, A.P.2    Moskowitz, M.3
  • 3
    • 33745751104 scopus 로고    scopus 로고
    • Performance enhanced genetic programming
    • Evolutionary Programming VI
    • Chris, C., Tina, Y., 1997. Performance Enhanced Genetic Programming, Evolutionary Programming VI, Lecture Notes in Computer Science 1213, pp. 87-100
    • (1997) Lecture Notes in Computer Science , vol.1213 , pp. 87-100
    • Chris, C.1    Tina, Y.2
  • 4
    • 34250080806 scopus 로고    scopus 로고
    • A weighted nearest neighbor algorithm for learning with symbolic features
    • S. Cost, and S. Salzberg A weighted nearest neighbor algorithm for learning with symbolic features Machine Learning 1996 57 58
    • (1996) Machine Learning , pp. 57-58
    • Cost, S.1    Salzberg, S.2
  • 5
    • 0002678783 scopus 로고    scopus 로고
    • Genetic approach to feature selection for ensemble creation
    • Guerra-Salcedo, C., Whitley, D., 1999. Genetic Approach to Feature Selection for Ensemble Creation, GECCO-99, http://www.cs.colostate.edu/~genitor/ Pubs.html
    • (1999) GECCO-99
    • Guerra-Salcedo, C.1    Whitley, D.2
  • 6
    • 55349091246 scopus 로고    scopus 로고
    • Fast and accurate feature selection using hybrid genetic strategies
    • 1999
    • Guerra-Salcedo, C., Chen, S., Whitley, D., Stmith, S., 1999. Fast and Accurate Feature Selection Using Hybrid Genetic Strategies, GECCO-99, 1999, http://www.cs.colostate.edu/~genitor/Pubs.html
    • (1999) GECCO-99
    • Guerra-Salcedo, C.1    Chen, S.2    Whitley, D.3    Stmith, S.4
  • 7
    • 0002639290 scopus 로고    scopus 로고
    • Current status of the digital database for screening mammography
    • Kluwer Academic Publishers
    • M. Heath, K.W. Bowyer, and D. Kopans Current status of the digital database for screening mammography Digital Mammography 1998 Kluwer Academic Publishers 457 460
    • (1998) Digital Mammography , pp. 457-460
    • Heath, M.1    Bowyer, K.W.2    Kopans, D.3
  • 8
    • 0032139235 scopus 로고    scopus 로고
    • The random subspace method for constructing decision forests
    • T.K. Ho The random subspace method for constructing decision forests IEEE Trans. Pattern Anal. Machine Intell. 20 8 1998 832 844
    • (1998) IEEE Trans. Pattern Anal. Machine Intell. , vol.20 , Issue.8 , pp. 832-844
    • Ho, T.K.1
  • 11
    • 0000519688 scopus 로고
    • Comparative evaluation of pattern recognition techniques for detection of microcalcifications in mammography
    • S. Kevin, C. Christopher, and W. Kevin Comparative evaluation of pattern recognition techniques for detection of microcalcifications in mammography Internat. J. Pattern Recognition Artificial Intell. 7 6 1993 1417 1436
    • (1993) Internat. J. Pattern Recognition Artificial Intell. , vol.7 , Issue.6 , pp. 1417-1436
    • Kevin, S.1    Christopher, C.2    Kevin, W.3
  • 17
    • 0036127721 scopus 로고    scopus 로고
    • Optimal neural network architecture selection: Improvement in computerized detection of microcalcifications
    • N. Metin, C. Heang-Ping, and S. Berkman Optimal neural network architecture selection: improvement in computerized detection of microcalcifications Acad Radiol. 9 2002 420 429
    • (2002) Acad Radiol. , vol.9 , pp. 420-429
    • Metin, N.1    Heang-Ping, C.2    Berkman, S.3
  • 18
    • 84999036793 scopus 로고
    • Adaptive multistage nonlinear filtering and wavelet for medical image enhancement
    • W. Qian, and L.P. Clarke Adaptive multistage nonlinear filtering and wavelet for medical image enhancement ICIP 3 1994 711 715
    • (1994) ICIP , vol.3 , pp. 711-715
    • Qian, W.1    Clarke, L.P.2
  • 19
    • 0034759767 scopus 로고    scopus 로고
    • Digital mammography: Wavelet transform and kalman-filtering neural network in mass segmentation and detection
    • W. Qian, X.J. Sun, D.S. Song, and R.A. Clark Digital mammography: wavelet transform and kalman-filtering neural network in mass segmentation and detection Acad Radiol. 8 2001 1074 1082
    • (2001) Acad Radiol. , vol.8 , pp. 1074-1082
    • Qian, W.1    Sun, X.J.2    Song, D.S.3    Clark, R.A.4
  • 20
    • 10844289171 scopus 로고    scopus 로고
    • Computer Aided Diagnosis based on Analysis of Microcalcifications
    • Canada
    • Racz, J., and Nieniewski, M., 2000. Computer Aided Diagnosis based on Analysis of Microcalcifications, IDWM2000, Canada, http://www.sunnybrook.on.ca/ ~iwdm
    • (2000) IDWM2000
    • Racz, J.1    Nieniewski, M.2
  • 23
    • 0031631058 scopus 로고    scopus 로고
    • A neural network based technique to locate and classify microcalcifications in digital mammograms
    • Anchorage, USA
    • Verma, B. K., 1998. A neural network based technique to locate and classify microcalcifications in digital mammograms, IEEE World Congress on Comput. Intell., WCCI'98, Anchorage, USA, pp. 2163-2168
    • (1998) IEEE World Congress on Comput. Intell., WCCI'98 , pp. 2163-2168
    • Verma, B.K.1
  • 24
    • 0005173730 scopus 로고    scopus 로고
    • Comparative evaluation of two neural network based techniques for classification of microcalcifications in digital mammograms
    • B.K. Verma Comparative evaluation of two neural network based techniques for classification of microcalcifications in digital mammograms Knowledge and Information System 1 1 1999 107 117
    • (1999) Knowledge and Information System , vol.1 , Issue.1 , pp. 107-117
    • Verma, B.K.1
  • 25
    • 0035263429 scopus 로고    scopus 로고
    • A computer-aided diagnosis system for digital mammograms based on fuzzy-neural and feature extraction techniques
    • B. Verma, and J. Zakos A computer-aided diagnosis system for digital mammograms based on fuzzy-neural and feature extraction techniques IEEE Trans. Information Technol. Biomedicine 5 1 2001 46 54
    • (2001) IEEE Trans. Information Technol. Biomedicine , vol.5 , Issue.1 , pp. 46-54
    • Verma, B.1    Zakos, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.