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Volumn 6840 LNBI, Issue , 2011, Pages 453-461

Hybrid filter-wrapper with a specialized random multi-parent crossover operator for gene selection and classification problems

Author keywords

filter wrapper; gene selection; genetic algorithm; hybrid; linear discriminant analyze; microarray; multi parent recombination; RPMX

Indexed keywords

FILTER-WRAPPER; GENE SELECTION; HYBRID; LINEAR DISCRIMINANTS; MULTI-PARENT RECOMBINATION; RPMX;

EID: 84855641536     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-24553-4_60     Document Type: Conference Paper
Times cited : (20)

References (31)
  • 1
    • 0034598746 scopus 로고    scopus 로고
    • Distinct Types of Diffuse Large (b)-Cell Lymphoma Identified by Gene Expression Profiling
    • Alizadeh, A., Eisen, M.B., et al.: Distinct Types of Diffuse Large (b)-Cell Lymphoma Identified by Gene Expression Profiling. J. Nature 403, 503-511 (2000)
    • (2000) J. Nature , vol.403 , pp. 503-511
    • Alizadeh, A.1    Eisen, M.B.2
  • 2
    • 0033536012 scopus 로고    scopus 로고
    • Broad Patterns of Gene Expression Revealed by Clustering Analysis of Tumor and Normal Colon Tissues Probed by Oligonucleotide Arrays
    • Alon, U., Barkai, N., et al.: Broad Patterns of Gene Expression Revealed by Clustering Analysis of Tumor and Normal Colon Tissues Probed by Oligonucleotide Arrays. Proc. Nat. Acad. Sci. USA 96, 6745-6750 (1999)
    • (1999) Proc. Nat. Acad. Sci. USA , vol.96 , pp. 6745-6750
    • Alon, U.1    Barkai, N.2
  • 4
    • 0033692876 scopus 로고    scopus 로고
    • Tissue Classification with Gene Expression Profiles
    • Ben-Dor, A., Bruhn, L., et al.: Tissue Classification with Gene Expression Profiles. J. Computational Biology 7(3-4), 559-583 (2000)
    • (2000) J. Computational Biology , vol.7 , Issue.3-4 , pp. 559-583
    • Ben-Dor, A.1    Bruhn, L.2
  • 5
    • 0036489046 scopus 로고    scopus 로고
    • Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data
    • Dudoit, S., Fridlyand, J., Speed, T.P.: Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data. J. The American Statistical Association 97(457), 77-87 (2002)
    • (2002) J. The American Statistical Association , vol.97 , Issue.457 , pp. 77-87
    • Dudoit, S.1    Fridlyand, J.2    Speed, T.P.3
  • 6
    • 85027023573 scopus 로고
    • Genetic algorithms with multi-parent Recombination
    • Davidor, Y., Männer, R., Schwefel, H.-P. (eds.) PPSN 1994. Springer, Heidelberg
    • Eiben, A.E., Raue, P.E., Ruttkay, Z.: Genetic algorithms with multi-parent Recombination. In: Davidor, Y., Männer, R., Schwefel, H.-P. (eds.) PPSN 1994. LNCS, vol. 866, pp. 78-87. Springer, Heidelberg (1994)
    • (1994) LNCS , vol.866 , pp. 78-87
    • Eiben, A.E.1    Raue, P.E.2    Ruttkay, Z.3
  • 8
    • 0033569406 scopus 로고    scopus 로고
    • MolecularClassification of Cancer: Class Discovery and Class Prediction by Gene Expression Monitoring
    • Golub, T., Slonim, D., et al.: MolecularClassification of Cancer: Class Discovery and Class Prediction by Gene Expression Monitoring. J. Science 286(5439), 531-537 (1999)
    • (1999) J. Science , vol.286 , Issue.5439 , pp. 531-537
    • Golub, T.1    Slonim, D.2
  • 10
    • 77954084971 scopus 로고    scopus 로고
    • Evaluating a Local Genetic Algorithm as Context-Independent Local Search Operator for Metaheuristics
    • Garcia-Martinez, C., Lozano, M.: Evaluating a Local Genetic Algorithm as Context-Independent Local Search Operator for Metaheuristics. J. Soft Computing 14(10), 1117-1139 (2010)
    • (2010) J. Soft Computing , vol.14 , Issue.10 , pp. 1117-1139
    • Garcia-Martinez, C.1    Lozano, M.2
  • 11
    • 0036735386 scopus 로고    scopus 로고
    • Translation of Microarray Data into Clinically Relevant Cancer Diagnostic Tests Using Gene Expression Ratios in Lung Cancer and Mesothelioma
    • Gordon, G.J., Jensen, R.V., et al.: Translation of Microarray Data into Clinically Relevant Cancer Diagnostic Tests Using Gene Expression Ratios in Lung Cancer and Mesothelioma. J. Cancer Research 17(62), 4963-4967 (2002)
    • (2002) J. Cancer Research , vol.17 , Issue.62 , pp. 4963-4967
    • Gordon, G.J.1    Jensen, R.V.2
  • 12
    • 4444266459 scopus 로고
    • Gene Pool Recombination for the Breeder Genetic Algorithm
    • Kluwer Academic Publishers, Norwell
    • Muhlenbein, H., Voigt, H.M.: Gene Pool Recombination for the Breeder Genetic Algorithm. In: The Metaheuristics International Conference, pp. 19-25. Kluwer Academic Publishers, Norwell (1995)
    • (1995) The Metaheuristics International Conference , pp. 19-25
    • Muhlenbein, H.1    Voigt, H.M.2
  • 15
    • 0037165140 scopus 로고    scopus 로고
    • Prediction of Central Nervous System Embryonal Tumour Outcome Based on Gene Expression
    • Pomeroy, S.L., Tamayo, P., et al.: Prediction of Central Nervous System Embryonal Tumour Outcome Based on Gene Expression. J. Nature 415, 436-442 (2002)
    • (2002) J. Nature , vol.415 , pp. 436-442
    • Pomeroy, S.L.1    Tamayo, P.2
  • 17
    • 70449533772 scopus 로고    scopus 로고
    • Multi-parent Extension of Partially Mapped Crossover for Combinatorial Optimization Problems
    • Ting, C.K., Su, C.H., Lee, C.N.: Multi-parent Extension of Partially Mapped Crossover for Combinatorial Optimization Problems. J. Expert Systems with Applications 37(3), 1879-1886 (2010)
    • (2010) J. Expert Systems with Applications , vol.37 , Issue.3 , pp. 1879-1886
    • Ting, C.K.1    Su, C.H.2    Lee, C.N.3
  • 18
    • 27144524462 scopus 로고    scopus 로고
    • On the Convergence of Multi-parent Genetic Algorithms
    • IEEE Press, Edinburgh
    • Ting, C.K.: On the Convergence of Multi-parent Genetic Algorithms. In: The IEEE Congress on Evolutionary Computation, pp. 396-403. IEEE Press, Edinburgh (2005)
    • (2005) The IEEE Congress on Evolutionary Computation , pp. 396-403
    • Ting, C.K.1
  • 19
    • 0031697328 scopus 로고    scopus 로고
    • A Study of the Effect of Multi-parent Recombination with Simplex Crossover in Real Coded Genetic Algorithms
    • IEEE Press, Anchorage
    • Tsutsui, S., Ghosh, A.: A Study of the Effect of Multi-parent Recombination with Simplex Crossover in Real Coded Genetic Algorithms. In: The IEEE World Congress on Computational Intelligence, pp. 828-833. IEEE Press, Anchorage (1998)
    • (1998) The IEEE World Congress on Computational Intelligence , pp. 828-833
    • Tsutsui, S.1    Ghosh, A.2
  • 20
    • 34247154511 scopus 로고    scopus 로고
    • Cancer Classification Using Ensemble of Neural Networks with Multiple Significant Gene Subsets
    • Cho, S.B., Won, H.H.: Cancer Classification Using Ensemble of Neural Networks with Multiple Significant Gene Subsets. Applied Intelligence 26(3), 243-250 (2007)
    • (2007) Applied Intelligence , vol.26 , Issue.3 , pp. 243-250
    • Cho, S.B.1    Won, H.H.2
  • 21
    • 17644384367 scopus 로고    scopus 로고
    • Minimum Redundancy Feature Selection from Microarray Gene Expression Data
    • Ding, C., Peng, H.: Minimum Redundancy Feature Selection From Microarray Gene Expression Data. Bioinformatics and Computational Biology 3(2), 185-206 (2005)
    • (2005) Bioinformatics and Computational Biology , vol.3 , Issue.2 , pp. 185-206
    • Ding, C.1    Peng, H.2
  • 23
    • 39749192053 scopus 로고    scopus 로고
    • Gene Selection Using Genetic Algorithm and Support Vectors Machines
    • Li, S., Wu, X., Hu, X.: Gene Selection Using Genetic Algorithm and Support Vectors Machines. Soft Comput. 12(7), 693-698 (2008)
    • (2008) Soft Comput. , vol.12 , Issue.7 , pp. 693-698
    • Li, S.1    Wu, X.2    Hu, X.3
  • 24
    • 13244252329 scopus 로고    scopus 로고
    • A Combinational Feature Selection and Ensemble Neural Network Method for Classification of Gene Expression Data
    • 136
    • Liu, B., Cui, Q., Jiang, T., Ma, S.: A Combinational Feature Selection and Ensemble Neural Network Method for Classification of Gene Expression Data. BMC Bioinformatics 5:136(138), 1-12 (2004)
    • (2004) BMC Bioinformatics , vol.5 , Issue.138 , pp. 1-12
    • Liu, B.1    Cui, Q.2    Jiang, T.3    Ma, S.4
  • 26
    • 85072725799 scopus 로고    scopus 로고
    • A Hybrid Approach for Biomarker Discovery from Microarray Gene Expression Data
    • Peng, Y., Li, W., Liu, Y.: A Hybrid Approach for Biomarker Discovery from Microarray Gene Expression Data. Cancer Informatics 2, 301-311 (2006)
    • (2006) Cancer Informatics , vol.2 , pp. 301-311
    • Peng, Y.1    Li, W.2    Liu, Y.3
  • 27
    • 2942596534 scopus 로고    scopus 로고
    • Ensemble Machine Learning on Gene Expression Data for Cancer Classification
    • Tan, A.C., Gilbert, D.: Ensemble Machine Learning on Gene Expression Data for Cancer Classification. Applied Bioinformatics 2(2), 75-83 (2003)
    • (2003) Applied Bioinformatics , vol.2 , Issue.2 , pp. 75-83
    • Tan, A.C.1    Gilbert, D.2
  • 28
    • 34250773981 scopus 로고    scopus 로고
    • Neuro-fuzzy Ensemble Approach for Microarray Cancer Gene Expression Data Analysis
    • Wang, Z., Palade, V., Xu, Y.: Neuro-fuzzy Ensemble Approach for Microarray Cancer Gene Expression Data Analysis. In: Proc. Evolving Fuzzy Systems, pp. 241-246 (2006)
    • (2006) Proc. Evolving Fuzzy Systems , pp. 241-246
    • Wang, Z.1    Palade, V.2    Xu, Y.3
  • 29
    • 14744274588 scopus 로고    scopus 로고
    • Using Uncorrelated Discriminant Analysis for Tissue Classification with Gene Expression Data
    • Ye, J., Li, T., Xiong, T., Janardan, R.: Using Uncorrelated Discriminant Analysis for Tissue Classification with Gene Expression Data. IEEE/ACM Trans. Comput. Biology Bioinform. 1(4), 181-190 (2004)
    • (2004) IEEE/ACM Trans. Comput. Biology Bioinform. , vol.1 , Issue.4 , pp. 181-190
    • Ye, J.1    Li, T.2    Xiong, T.3    Janardan, R.4
  • 30
    • 38049081202 scopus 로고    scopus 로고
    • Informative Gene Selection and Tumor Classification by Null Space Lda for Microarray Data
    • Chen, B., Paterson, M., Zhang, G. (eds.) ESCAPE 2007. Springer, Heidelberg
    • Yue, F., Wang, K., Zuo, W.: Informative Gene Selection and Tumor Classification by Null Space Lda for Microarray Data. In: Chen, B., Paterson, M., Zhang, G. (eds.) ESCAPE 2007. LNCS, vol. 4614, pp. 435-446. Springer, Heidelberg (2007)
    • (2007) LNCS , vol.4614 , pp. 435-446
    • Yue, F.1    Wang, K.2    Zuo, W.3
  • 31
    • 38049153795 scopus 로고    scopus 로고
    • An Effective Gene Selection Method Based on Relevance Analysis and Discernibility Matrix
    • Zhou, Z.-H., Li, H., Yang, Q. (eds.) PAKDD 2007. Springer, Heidelberg
    • Zhang, L., Li, Z., Chen, H.: An Effective Gene Selection Method Based on Relevance Analysis and Discernibility Matrix. In: Zhou, Z.-H., Li, H., Yang, Q. (eds.) PAKDD 2007. LNCS (LNAI), vol. 4426, pp. 1088-1095. Springer, Heidelberg (2007)
    • (2007) LNCS (LNAI) , vol.4426 , pp. 1088-1095
    • Zhang, L.1    Li, Z.2    Chen, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.