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Volumn 7, Issue 4, 2014, Pages 421-425

Tuberculosis disease classification using genetic-neuro expert system

Author keywords

Feature selection; Genetic algorithm; Neural network; Tuberculosis

Indexed keywords


EID: 84910093729     PISSN: 09746846     EISSN: 09745645     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (7)

References (23)
  • 1
    • 84910039968 scopus 로고    scopus 로고
    • Media centre Fact sheet N0104
    • Reviewed 2013 Feb
    • WHO. Media centre Fact sheet N0104. Reviewed 2013 Feb.
  • 2
    • 84870370352 scopus 로고    scopus 로고
    • Global tuberculosis report 12
    • WHO/ HTM/ TB/ 2012. 6
    • Geneva WHO, World Health Organization. Global tuberculosis report12.WHO/ HTM/ TB/ 2012. 6; 2012. Avail-able from: http://www.who.int/tb/publications/global_report/en/
    • (2012)
  • 3
    • 40549096921 scopus 로고    scopus 로고
    • Global tuberculosis control: surveillance, planning, financing
    • WHO. Global tuberculosis control: surveillance, planning, financing; 2008.
    • (2008)
  • 5
    • 26444454606 scopus 로고    scopus 로고
    • Feature selection for unsupervised learning
    • Dy JG, Brodley CE. Feature selection for unsupervised learning. J Mach Learn Res. 2004; 5:845-889.
    • (2004) J Mach Learn Res. , vol.5 , pp. 845-889
    • Dy, J.G.1    Brodley, C.E.2
  • 6
    • 0004255908 scopus 로고    scopus 로고
    • Machine learning
    • Burr Ridge, IL: McGraw Hill
    • Mitchell TM. Machine learning. Burr Ridge, IL: McGraw Hill; 1997.
    • (1997)
    • Mitchell, T.M.1
  • 7
    • 0026839971 scopus 로고
    • Fast generic selection of features for neural network classifiers
    • Brill FZ, Brown DE, Martin WN. Fast generic selection of features for neural network classifiers. IEEE Trans Neural Network. 1992; 3(2):324-28.
    • (1992) IEEE Trans Neural Network. , vol.3 , Issue.2 , pp. 324-328
    • Brill, F.Z.1    Brown, D.E.2    Martin, W.N.3
  • 8
    • 0031359667 scopus 로고    scopus 로고
    • Knowledge extraction from artificial neural network models
    • Computational Cybernetics and Simulation. Orlando, FL, Oct 12-15
    • Boger Z, Guterman H. Knowledge extraction from artificial neural network models. 1997 IEEE International Conference on Systems, Man, and Cybernetics, 1997. Computational Cybernetics and Simulation. Orlando, FL; 1997 Oct 12-15. 3030-3035.
    • (1997) 1997 IEEE International Conference on Systems, Man, and Cybernetics, 1997 , pp. 3030-3035
    • Boger, Z.1    Guterman, H.2
  • 9
    • 0029100867 scopus 로고
    • Evolving neural networks for detecting breast cancer
    • Fogel DB, Wasson III EC, Boughton EM. Evolving neural networks for detecting breast cancer. Cancer letters. 1995; 96(1):49-53.
    • (1995) Cancer letters. , vol.96 , Issue.1 , pp. 49-53
    • Fogel, D.B.1    Wasson III, E.C.2    Boughton, E.M.3
  • 10
    • 25644459607 scopus 로고    scopus 로고
    • Introduction to machine learning
    • MIT press
    • Alpaydin E. Introduction to machine learning. MIT press; 2004.
    • (2004)
    • Alpaydin, E.1
  • 11
    • 0003413187 scopus 로고    scopus 로고
    • Neural Networks: A comprehensive foundation 2
    • NJ, USA: Prentice Hall PTR
    • Haykin S. Neural Networks: A comprehensive foundation 2. NJ, USA: Prentice Hall PTR; 2004.
    • (2004)
    • Haykin, S.1
  • 12
    • 33645130172 scopus 로고    scopus 로고
    • Supervised classifier performance on the UCI database
    • University of Adelaide
    • Hoang A. Supervised classifier performance on the UCI database. University of Adelaide; 1997.
    • (1997)
    • Hoang, A.1
  • 13
    • 0024880831 scopus 로고
    • Multilayer feed forward networks are universal approximators
    • Hornik K, Stinchcombe M, White H. Multilayer feed forward networks are universal approximators. Neural Network. 1989; 2(5):359-66.
    • (1989) Neural Network. , vol.2 , Issue.5 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 14
    • 0004291150 scopus 로고    scopus 로고
    • Learning and soft computing: support vector machines, neural networks, and fuzzy logic models
    • Cambridge, MA: MIT press
    • Kecman V. Learning and soft computing: support vector machines, neural networks, and fuzzy logic models. Cambridge, MA: MIT press; 2001.
    • (2001)
    • Kecman, V.1
  • 15
    • 0003466022 scopus 로고
    • An overview of genetic algorithms: Part 1, Fundamentals
    • University computing
    • Beasley D, Martin RR, Bull DR. An overview of genetic algorithms: Part 1, Fundamentals. University computing. 1993; 1592):58-69.
    • (1592) , pp. 58-69
    • Beasley, D.1    Martin, R.R.2    Bull, D.R.3
  • 16
    • 0003587805 scopus 로고    scopus 로고
    • An introduction to genetic algorithms
    • Cambridge, MA, USA: MIT Press
    • Melanie M. An introduction to genetic algorithms. Cambridge, MA, USA: MIT Press; 1999.
    • (1999)
    • Melanie, M.1
  • 17
    • 0003849948 scopus 로고
    • Handbook of genetic algorithms
    • New York: Van Nostrand Reinhold
    • Davis LD. Handbook of genetic algorithms; New York: Van Nostrand Reinhold; 1991.
    • (1991)
    • Davis, L.D.1
  • 19
    • 84910086181 scopus 로고
    • Optimising neural network with genetic algorithm-Honeywell-SSDC
    • Harp SA, Smad T. Optimising neural network with genetic algorithm-Honeywell-SSDC. 1993:1138-43.
    • (1993) , pp. 1138-1143
    • Harp, S.A.1    Smad, T.2
  • 20
    • 0003463297 scopus 로고
    • Adaptation in natural and artificial systems: An introductory analysis with applications to biology, control, and artificial intelligence
    • U Michigan Press
    • Holland JH. Adaptation in natural and artificial systems: An introductory analysis with applications to biology, control, and artificial intelligence. U Michigan Press; 1975.
    • (1975)
    • Holland, J.H.1
  • 21
    • 0031191630 scopus 로고    scopus 로고
    • The use of the area under the ROC curve in the evaluation of machine learning algorithms
    • Bradley AP. The use of the area under the ROC curve in the evaluation of machine learning algorithms. Pattern recognition. 1997; 30(7):1145-59.
    • (1997) Pattern recognition. , vol.30 , Issue.7 , pp. 1145-1159
    • Bradley, A.P.1
  • 23
    • 84910023587 scopus 로고    scopus 로고
    • MATLAB R2011a Student Version
    • MATLAB R2011a Student Version.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.