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Volumn 327, Issue , 2014, Pages 285-293

Hepatitis disease diagnosis using multiple imputation and neural network with rough set feature reduction

Author keywords

Hepatitis; Incremental back propagation; Levenberg Marquardt Classification; Multiple Imputations; Neural networks; RS; UCI database

Indexed keywords

ARTIFICIAL INTELLIGENCE; BACKPROPAGATION; COMPUTATION THEORY; DECISION SUPPORT SYSTEMS; DIAGNOSIS; FEATURE EXTRACTION; INTELLIGENT COMPUTING; INTELLIGENT SYSTEMS; NEURAL NETWORKS; ROUGH SET THEORY; SET THEORY;

EID: 84910641601     PISSN: 21945357     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-319-11933-5_31     Document Type: Conference Paper
Times cited : (7)

References (30)
  • 1
    • 33751175417 scopus 로고    scopus 로고
    • Hepatitis disease diagnosis using a new hybrid system based on feature selection (FS) and artificial immune recognition system with fuzzy resource allocation
    • Polat, K., Gunes, S.: Hepatitis disease diagnosis using a new hybrid system based on feature selection (FS) and artificial immune recognition system with fuzzy resource allocation. Digital Signal Processing 16(6), 889-901 (2006)
    • (2006) Digital Signal Processing , vol.16 , Issue.6 , pp. 889-901
    • Polat, K.1    Gunes, S.2
  • 2
    • 85006538805 scopus 로고    scopus 로고
    • An Intelligent Diagnostic System for Detection of Hepatitis using Multi-Layer Perceptron and Colonial Competitive Algorithm
    • Rezaee, K., et al.: An Intelligent Diagnostic System for Detection of Hepatitis using Multi-Layer Perceptron and Colonial Competitive Algorithm. The J. of Mathematics and Computer Science 4(2), 237-245 (2012)
    • (2012) The J. Of Mathematics and Computer Science , vol.4 , Issue.2 , pp. 237-245
    • Rezaee, K.1
  • 3
    • 79953700261 scopus 로고    scopus 로고
    • A new intelligent hepatitis diagnosis system: PCA-LSSVM
    • Calisir, D., Dogantekin, E.: A new intelligent hepatitis diagnosis system: PCA-LSSVM. Expert Systems with Applications 38, 10705-10708 (2011)
    • (2011) Expert Systems with Applications , vol.38 , pp. 10705-10708
    • Calisir, D.1    Dogantekin, E.2
  • 4
    • 84886696827 scopus 로고    scopus 로고
    • Hepatitis Disease Diagnosis using Hybrid Case Based Reasoning and Particle Swarm Optimization
    • Neshat, M., Sargolzaei, M., Nadjaran, A.N., Masoumi, A.: Hepatitis Disease Diagnosis using Hybrid Case Based Reasoning and Particle Swarm Optimization. ISRN Artificial Intelligence (2012), doi:10.5402/2012/609718 5.
    • (2012) ISRN Artificial Intelligence
    • Neshat, M.1    Sargolzaei, M.2    Nadjaran, A.N.3    Masoumi, A.4
  • 5
    • 85006538801 scopus 로고    scopus 로고
    • http://archieve.ics.uci.edu/ml/datasets/Hepatitis
  • 8
    • 77954332545 scopus 로고    scopus 로고
    • What to do About Missing Values in Time Series Cross-Section Data
    • Honaker, J., King, G.: What to do About Missing Values in Time Series Cross-Section Data. American J. of Political Science 54(2), 561-581 (2010)
    • (2010) American J. Of Political Science , vol.54 , Issue.2 , pp. 561-581
    • Honaker, J.1    King, G.2
  • 9
    • 0034409890 scopus 로고    scopus 로고
    • Making the Most of Statistical Analyses: Improving and Presentation
    • King, G., Tomaz, M., Wittenberg, J.: Making the Most of Statistical Analyses: Improving and Presentation. American Journal of Political Science 44(2), 341-355 (2000)
    • (2000) American Journal of Political Science , vol.44 , Issue.2 , pp. 341-355
    • King, G.1    Tomaz, M.2    Wittenberg, J.3
  • 12
    • 51249194645 scopus 로고
    • A logical calculus of the ideas immanent in nervous activity
    • McCulloch, W., Pitts, W.: A logical calculus of the ideas immanent in nervous activity. Bulletin of Mathematical Biophysics 7, 115-133 (1943)
    • (1943) Bulletin of Mathematical Biophysics , vol.7 , pp. 115-133
    • McCulloch, W.1    Pitts, W.2
  • 14
    • 0038064972 scopus 로고    scopus 로고
    • Artificial Neural Networks-A Science in Trouble
    • Roy, A.: Artificial Neural Networks-A Science in Trouble. SIGKDD Explorations 1(2), 33-38 (2000)
    • (2000) SIGKDD Explorations , vol.1 , Issue.2 , pp. 33-38
    • Roy, A.1
  • 17
    • 40649128119 scopus 로고
    • Nonlinear Neural Networks: Principles, Mechanisms, and Architectures
    • Grossberg, S.: Nonlinear Neural Networks: Principles, Mechanisms, and Architectures. Neural Networks 1, 17-61 (1988)
    • (1988) Neural Networks , vol.1 , pp. 17-61
    • Grossberg, S.1
  • 18
    • 0000672424 scopus 로고
    • Fast Learning in Networks of Locally-Tuned Processing Units
    • Moody, J., Darken, C.: Fast Learning in Networks of Locally-Tuned Processing Units. Neural Computation 1, 281-294 (1989)
    • (1989) Neural Computation , vol.1 , pp. 281-294
    • Moody, J.1    Darken, C.2
  • 19
  • 21
    • 0000873069 scopus 로고
    • A method for the solution of certain non-linear problems in least squares
    • Levenberg, K.: A method for the solution of certain non-linear problems in least squares. Quarterly in Applied Mathematics 2(2), 164-168 (1944)
    • (1944) Quarterly in Applied Mathematics , vol.2 , Issue.2 , pp. 164-168
    • Levenberg, K.1
  • 22
    • 0000169232 scopus 로고
    • An algorithm for the least-squares estimation of nonlinear parameters
    • Marquardt, D.W.: An algorithm for the least-squares estimation of nonlinear parameters. SIAM Journal of Applied Mathematics 11(2), 431-441 (1963)
    • (1963) SIAM Journal of Applied Mathematics , vol.11 , Issue.2 , pp. 431-441
    • Marquardt, D.W.1
  • 26
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximator
    • Hornik, K., Stinchcombe, M., White, H.: Multilayer feedforward networks are universal approximator. Neural Network 2, 359-366 (1991)
    • (1991) Neural Network , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 27
    • 1542353202 scopus 로고    scopus 로고
    • On structures of supervised linear basis function feedforward three-layered neural networks. Chin
    • Goa, D.: On structures of supervised linear basis function feedforward three-layered neural networks. Chin. J. Comput. 21(1), 80-86 (1998)
    • (1998) J. Comput , vol.21 , Issue.1 , pp. 80-86
    • Goa, D.1
  • 28
    • 77957593466 scopus 로고    scopus 로고
    • Neural network classifier with entropy based feature selection on breast cancer diagnosis
    • Huang, M.L., Hung, Y.H., Chen, W.Y.: Neural network classifier with entropy based feature selection on breast cancer diagnosis. J. Med. Syst. 34(5), 865-873 (2010)
    • (2010) J. Med. Syst , vol.34 , Issue.5 , pp. 865-873
    • Huang, M.L.1    Hung, Y.H.2    Chen, W.Y.3
  • 29
    • 84910650394 scopus 로고    scopus 로고
    • Alyuda NeuroIntelligence 2.2
    • Alyuda NeuroIntelligence 2.2, http://www.alyuda.com
  • 30
    • 0031191630 scopus 로고    scopus 로고
    • The use of the area under the ROC curve in the evaluation of machine learning algorithms
    • Bradley, A.P.: The use of the area under the ROC curve in the evaluation of machine learning algorithms. Pattern Recognition 30(7), 1145-1159 (1997)
    • (1997) Pattern Recognition , vol.30 , Issue.7 , pp. 1145-1159
    • Bradley, A.P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.