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Volumn 37, Issue 12, 2010, Pages 8188-8192

Partition-conditional ICA for Bayesian classification of microarray data

Author keywords

Feature extraction; Independent component analysis; Microarray data; Mutual information; Na ve Bayes

Indexed keywords

DATA REDUCTION; DECISION MAKING; EXTRACTION; FEATURE EXTRACTION; INDEPENDENT COMPONENT ANALYSIS;

EID: 77957842425     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2010.05.068     Document Type: Article
Times cited : (13)

References (27)
  • 1
    • 18544375333 scopus 로고    scopus 로고
    • MLL translocations specify a distinct gene expression profile that distinguishes a unique leukemia
    • Armstrong, S. A., Staunton, J. E., Silverman, L. B., Pieters, R., den Boer, M. L., Minden, M. D., et al. (2002). MLL translocations specify a distinct gene expression profile that distinguishes a unique leukemia. Nature Genetics, 30, 41-47.
    • (2002) Nature Genetics , vol.30 , pp. 41-47
    • Armstrong, S.A.1    Staunton, J.E.2    Silverman, L.B.3    Pieters, R.4    Den Boer, M.L.5    Minden, M.D.6
  • 4
    • 60249096423 scopus 로고    scopus 로고
    • Symbolic hierarchical analysis in currency markets: An application to contagion in currency crises
    • Brida, J. G., Gómez, D. M., & Risso, W. A. (2009). Symbolic hierarchical analysis in currency markets: An application to contagion in currency crises. Expert Systems with Applications, 36, 7821-7828.
    • (2009) Expert Systems with Applications , vol.36 , pp. 7821-7828
    • Brida, J.G.1    Gómez, D.M.2    Risso, W.A.3
  • 5
    • 58349094507 scopus 로고    scopus 로고
    • Feature selection for text classification with naïve Bayes
    • Chen, J., Huang, H., Tian, S., & Qu, Y. (2009). Feature selection for text classification with naïve Bayes. Expert Systems with Applications, 36, 5432-5435.
    • (2009) Expert Systems with Applications , vol.36 , pp. 5432-5435
    • Chen, J.1    Huang, H.2    Tian, S.3    Qu, Y.4
  • 6
    • 17644384367 scopus 로고    scopus 로고
    • Minimum redundancy feature selection from microarray gene expression data
    • Ding, C., & Peng, H. (2005). Minimum redundancy feature selection from microarray gene expression data. Journal of Bioinformatics and Computational Biology, 3, 185-205.
    • (2005) Journal of Bioinformatics and Computational Biology , vol.3 , pp. 185-205
    • Ding, C.1    Peng, H.2
  • 7
    • 64049098344 scopus 로고    scopus 로고
    • Improving the naïve Bayes classifier
    • J. R. R. Dopico, J. Dorado, & A. Pazos (Eds.), IGI Publishing
    • Fan, L., & Poh, K. L. (2008). Improving the naïve Bayes classifier. In J. R. R. Dopico, J. Dorado, & A. Pazos (Eds.), Encyclopedia of artificial intelligence (Vol. 3, pp. 879-883). IGI Publishing.
    • (2008) Encyclopedia of Artificial Intelligence , vol.3 , pp. 879-883
    • Fan, L.1    Poh, K.L.2
  • 8
    • 64049106891 scopus 로고    scopus 로고
    • A sequential feature extraction approach for naïve Bayes classification of microarray data
    • Fan, L., Poh, K. L., & Zhou, P. (2009). A sequential feature extraction approach for naïve Bayes classification of microarray data. Expert Systems with Applications, 36, 9919-9923.
    • (2009) Expert Systems with Applications , vol.36 , pp. 9919-9923
    • Fan, L.1    Poh, K.L.2    Zhou, P.3
  • 11
    • 33847166276 scopus 로고    scopus 로고
    • A decision tree-based attribute weighting filter for naïve Bayes
    • Hall, M. (2007). A decision tree-based attribute weighting filter for naïve Bayes. Knowledge-Based Systems, 20, 120-126.
    • (2007) Knowledge-Based Systems , vol.20 , pp. 120-126
    • Hall, M.1
  • 12
    • 60849106319 scopus 로고    scopus 로고
    • An expert system to classify microarray gene expression data using gene selection by decision tree
    • Horng, J. T., Wu, L. C., Liu, B. J., Kuo, J. L., Kuo, W. H., & Zhang, J. J. (2009). An expert system to classify microarray gene expression data using gene selection by decision tree. Expert Systems with Applications, 36, 9072-9081.
    • (2009) Expert Systems with Applications , vol.36 , pp. 9072-9081
    • Horng, J.T.1    Wu, L.C.2    Liu, B.J.3    Kuo, J.L.4    Kuo, W.H.5    Zhang, J.J.6
  • 15
    • 0346307721 scopus 로고    scopus 로고
    • A Fast Fixed-Point Algorithm for Independent Component Analysis
    • Hyvarinen, A., & Oja, E. (1997). A fast fixed-point algorithm for independent component analysis. Neural Computation, 9, 1483-1492. (Pubitemid 127462801)
    • (1997) Neural Computation , vol.9 , Issue.7 , pp. 1483-1492
    • Hyvarinen, A.1    Oja, E.2
  • 16
    • 60849139388 scopus 로고    scopus 로고
    • Using the self organizing map for clustering of text documents
    • Isa, D., Kallimani, V. P., & Lee, L. H. (2009). Using the self organizing map for clustering of text documents. Expert Systems with Applications, 36, 9584-9591.
    • (2009) Expert Systems with Applications , vol.36 , pp. 9584-9591
    • Isa, D.1    Kallimani, V.P.2    Lee, L.H.3
  • 19
    • 56349136773 scopus 로고    scopus 로고
    • Cluster analysis of genome-wide expression data for feature extraction
    • Lin, K. S., & Chien, C. F. (2009). Cluster analysis of genome-wide expression data for feature extraction. Expert Systems with Applications, 36, 3327-3335.
    • (2009) Expert Systems with Applications , vol.36 , pp. 3327-3335
    • Lin, K.S.1    Chien, C.F.2
  • 20
    • 62349101529 scopus 로고    scopus 로고
    • Ensemble component selection for improving ICA based microarray data prediction models
    • Liu, K. H., Li, B., Zhang, J., & Du, J. X. (2009). Ensemble component selection for improving ICA based microarray data prediction models. Pattern Recognition, 42, 1274-1283.
    • (2009) Pattern Recognition , vol.42 , pp. 1274-1283
    • Liu, K.H.1    Li, B.2    Zhang, J.3    Du, J.X.4
  • 21
    • 34547352268 scopus 로고    scopus 로고
    • Forward selection method with regression analysis for optimal gene selection in cancer classification
    • Park, H. S., Yoo, S. H., & Cho, S. B. (2007). Forward selection method with regression analysis for optimal gene selection in cancer classification. International Journal of Computer Mathematics, 84, 653-668.
    • (2007) International Journal of Computer Mathematics , vol.84 , pp. 653-668
    • Park, H.S.1    Yoo, S.H.2    Cho, S.B.3
  • 22
    • 24344458137 scopus 로고    scopus 로고
    • Feature selection based on mutual information: Criteria of max-dependency, max-relevance, and min-redundancy
    • Peng, H., Long, F., & Ding, C. (2005). Feature selection based on mutual information: Criteria of max-dependency, max-relevance, and min-redundancy. IEEE Transactions on Pattern Analysis and Machine Intelligence, 27, 1226-1238.
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , pp. 1226-1238
    • Peng, H.1    Long, F.2    Ding, C.3
  • 23
    • 33845794836 scopus 로고    scopus 로고
    • Bayesian classification of cork stoppers using class-conditional independent component analysis
    • Vitria, J., Bressan, M., & Radeva, P. (2007). Bayesian classification of cork stoppers using class-conditional independent component analysis. IEEE Transactions on Systems, Man and Cybernetics, C37, 32-38.
    • (2007) IEEE Transactions on Systems, Man and Cybernetics , vol.C37 , pp. 32-38
    • Vitria, J.1    Bressan, M.2    Radeva, P.3
  • 24
    • 34248550574 scopus 로고    scopus 로고
    • Two-stage classification methods for microarray data
    • Wong, T. T., & Hsu, C. H. (2008). Two-stage classification methods for microarray data. Expert Systems with Applications, 34, 375-383.
    • (2008) Expert Systems with Applications , vol.34 , pp. 375-383
    • Wong, T.T.1    Hsu, C.H.2
  • 25
    • 38649095183 scopus 로고    scopus 로고
    • Integration of independent component analysis and neural networks for ECG beat classification
    • Yu, S. N., & Chou, K. T. (2008). Integration of independent component analysis and neural networks for ECG beat classification. Expert Systems with Applications, 34, 2841-2846.
    • (2008) Expert Systems with Applications , vol.34 , pp. 2841-2846
    • Yu, S.N.1    Chou, K.T.2
  • 26
    • 56349170342 scopus 로고    scopus 로고
    • Selection of significant independent components for ECG beat classification
    • Yu, S. N., & Chou, K. T. (2009). Selection of significant independent components for ECG beat classification. Expert Systems with Applications, 36, 2088-2096.
    • (2009) Expert Systems with Applications , vol.36 , pp. 2088-2096
    • Yu, S.N.1    Chou, K.T.2
  • 27
    • 33748433929 scopus 로고    scopus 로고
    • Feature selection in independent component subspace for microarray data classification
    • Zheng, C. H., Huang, D. S., & Shang, L. (2006). Feature selection in independent component subspace for microarray data classification. Neurocomputing, 69, 2407-2410.
    • (2006) Neurocomputing , vol.69 , pp. 2407-2410
    • Zheng, C.H.1    Huang, D.S.2    Shang, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.