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Volumn , Issue , 2013, Pages 420-425

Classification performance of rank aggregation techniques for ensemble gene selection

Author keywords

[No Author keywords available]

Indexed keywords

AGGREGATION TECHNIQUES; CLASSIFICATION ABILITY; CLASSIFICATION MODELS; CLASSIFICATION PERFORMANCE; COMPUTATION TIME; ENSEMBLE FEATURE SELECTIONS; GENE MICROARRAYS; SELECTION TECHNIQUES;

EID: 84889807780     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (21)

References (16)
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    • Abeel, T.1    Helleputte, T.2    Van De Peer, Y.3    Dupont, P.4    Saeys, Y.5
  • 4
    • 28044472962 scopus 로고    scopus 로고
    • Rank-based methods as a non-parametric alternative of the t-statistic for the analysis of biological microarray data
    • Breitling, R., and Herzyk, P. 2005. Rank-based methods as a non-parametric alternative of the t-statistic for the analysis of biological microarray data. Journal of Bioinformatics and Computational Biology 3(5):1171-1189.
    • (2005) Journal of Bioinformatics and Computational Biology , vol.3 , Issue.5 , pp. 1171-1189
    • Breitling, R.1    Herzyk, P.2
  • 5
    • 84873585134 scopus 로고    scopus 로고
    • Feature selection algorithms for mining high dimensional dna microarray data
    • Springer New York
    • Dittman, D. J.; Khoshgoftaar, T. M.; Wald, R.; and Hulse, J. 2011. Feature selection algorithms for mining high dimensional dna microarray data. In Handbook of Data Intensive Computing. Springer New York. 685-710.
    • (2011) Handbook of Data Intensive Computing , pp. 685-710
    • Dittman, D.J.1    Khoshgoftaar, T.M.2    Wald, R.3    Hulse, J.4
  • 7
    • 83755163963 scopus 로고    scopus 로고
    • The influence of feature selection methods on accuracy, stability and interpretability of molecular signatures
    • Haury, A.-C.; Gestraud, P.; and Vert, J.-P. 2011. The influence of feature selection methods on accuracy, stability and interpretability of molecular signatures. PLoS ONE 6(12):e28210.
    • (2011) PLoS ONE , vol.6 , Issue.12
    • Haury, A.-C.1    Gestraud, P.2    Vert, J.-P.3
  • 8
    • 33747344944 scopus 로고    scopus 로고
    • Comparison and evaluation of methods for generating differentially expressed gene lists from microarray data
    • Jeffery, I.; Higgins, D.; and Culhane, A. 2006. Comparison and evaluation of methods for generating differentially expressed gene lists from microarray data. BMC Bioinformatics 7(1):359.
    • (2006) BMC Bioinformatics , vol.7 , Issue.1 , pp. 359
    • Jeffery, I.1    Higgins, D.2    Culhane, A.3
  • 10
    • 84857156980 scopus 로고    scopus 로고
    • Robust rank aggregation for gene list integration and meta-analysis
    • Kolde, R.; Laur, S.; Adler, P.; and Vilo, J. 2012. Robust rank aggregation for gene list integration and meta-analysis. Bioinformatics 28(4):573-580.
    • (2012) Bioinformatics , vol.28 , Issue.4 , pp. 573-580
    • Kolde, R.1    Laur, S.2    Adler, P.3    Vilo, J.4
  • 11
    • 80054950940 scopus 로고    scopus 로고
    • Combination of feature selection methods for text categorisation
    • Clough, P.; Foley, C.; Gurrin, C.; Jones, G.; Kraaij, W.; Lee, H.; and Mudoch, V., eds., Advances in Information Retrieval, Springer Berlin Heidelberg
    • Neumayer, R.; Mayer, R.; and Nørvåg, K. 2011. Combination of feature selection methods for text categorisation. In Clough, P.; Foley, C.; Gurrin, C.; Jones, G.; Kraaij, W.; Lee, H.; and Mudoch, V., eds., Advances in Information Retrieval, volume 6611 of Lecture Notes in Computer Science. Springer Berlin Heidelberg. 763-766.
    • (2011) Lecture Notes in Computer Science , vol.6611 , pp. 763-766
    • Neumayer, R.1    Mayer, R.2    Nørvåg, K.3
  • 12
    • 0035942271 scopus 로고    scopus 로고
    • Significance analysis of microarrays applied to the ionizing radiation response
    • Tusher, V. G.; Tibshirani, R.; and Chu, G. 2001. Significance analysis of microarrays applied to the ionizing radiation response. Proceedings of the National Academy of Sciences 98(9):5116-5121.
    • (2001) Proceedings of the National Academy of Sciences , vol.98 , Issue.9 , pp. 5116-5121
    • Tusher, V.G.1    Tibshirani, R.2    Chu, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.