TY - JOUR AU - Khan, J. AU - Wei, J. S. AU - Ringner, M. AU - Saal, L. H. AU - Ladanyi, M. AU - Westermann, F. AU - Berthold, F. AU - Schwab, M. AU - Antonescu, C. R. AU - Peterson, C. PY - 2001 DA - 2001// TI - Classification and diagnostic prediction of cancers using gene expression profiling and artificial neural networks JO - Nat Med VL - 7 UR - https://doi.org/10.1038/89044 DO - 10.1038/89044 ID - Khan2001 ER - TY - JOUR AU - Sarhan, A. M. PY - 2009 DA - 2009// TI - Cancer classification based on microarray gene expression data using DCT and ANN JO - J Theor Appl Inf Technol VL - 6 ID - Sarhan2009 ER - TY - STD TI - Ghodsi A. Dimensionality reduction a short tutorial. Ontario: Department of Statistics and Actuarial Science, Univ. of Waterloo. 2006. ID - ref3 ER - TY - JOUR AU - Blagus, R. AU - Lusa, L. PY - 2013 DA - 2013// TI - Improved shrunken centroid classifiers for high-dimensional class-imbalanced data JO - BMC Bioinforma VL - 14 UR - https://doi.org/10.1186/1471-2105-14-64 DO - 10.1186/1471-2105-14-64 ID - Blagus2013 ER - TY - JOUR AU - Ghalwash, M. F. AU - Cao, X. H. AU - Stojkovic, I. AU - Obradovic, Z. PY - 2016 DA - 2016// TI - Structured feature selection using coordinate descent optimization JO - BMC Bioinforma VL - 17 UR - https://doi.org/10.1186/s12859-016-0954-4 DO - 10.1186/s12859-016-0954-4 ID - Ghalwash2016 ER - TY - JOUR AU - Marczyk, M. AU - Jaksik, R. AU - Polanski, A. AU - Polanska, J. PY - 2013 DA - 2013// TI - Adaptive filtering of microarray gene expression data based on gaussian mixture decomposition JO - BMC Bioinforma VL - 14 UR - https://doi.org/10.1186/1471-2105-14-101 DO - 10.1186/1471-2105-14-101 ID - Marczyk2013 ER - TY - JOUR AU - Holec, M. AU - Kléma, J. AU - železný, F. AU - Tolar, J. PY - 2012 DA - 2012// TI - Comparative evaluation of set-level techniques in predictive classification of gene expression samples JO - BMC Bioinforma VL - 13 ID - Holec2012 ER - TY - JOUR AU - Guyon, I. AU - Weston, J. AU - Barnhill, S. AU - Vapnik, V. PY - 2002 DA - 2002// TI - Gene selection for cancer classification using support vector machines JO - Mach Learn VL - 46 UR - https://doi.org/10.1023/A:1012487302797 DO - 10.1023/A:1012487302797 ID - Guyon2002 ER - TY - JOUR AU - Swift, S. AU - Tucker, A. AU - Vinciotti, V. AU - Martin, N. AU - Orengo, C. AU - Liu, X. AU - Kellam, P. PY - 2004 DA - 2004// TI - Consensus clustering and functional interpretation of gene-expression data JO - Genome Biol VL - 5 UR - https://doi.org/10.1186/gb-2004-5-11-r94 DO - 10.1186/gb-2004-5-11-r94 ID - Swift2004 ER - TY - JOUR AU - Mamitsuka, H. PY - 2006 DA - 2006// TI - Selecting features in microarray classification using {ROC} curves JO - Pattern Recognition VL - 39 UR - https://doi.org/10.1016/j.patcog.2006.07.010 DO - 10.1016/j.patcog.2006.07.010 ID - Mamitsuka2006 ER - TY - CHAP AU - Zhou, J. AU - Lu, Z. AU - Sun, J. AU - Yuan, L. AU - Wang, F. AU - Ye, J. PY - 2013 DA - 2013// TI - Feafiner: Biomarker identification from medical data through feature generalization and selection BT - Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. KDD ’13 PB - ACM CY - New York, NY, USA ID - Zhou2013 ER - TY - JOUR AU - Sharma, A. AU - Paliwal, K. K. PY - 2008 DA - 2008// TI - Cancer classification by gradient LDA technique using microarray gene expression data JO - Data Knowl Eng VL - 66 UR - https://doi.org/10.1016/j.datak.2008.04.004 DO - 10.1016/j.datak.2008.04.004 ID - Sharma2008 ER - TY - JOUR AU - Brunet, J. P. AU - Tamayo, P. AU - Golub, T. R. AU - Mesirov, J. P. PY - 2004 DA - 2004// TI - Metagenes and molecular pattern discovery using matrix factorization JO - Proc Natl Acad Sci VL - 101 UR - https://doi.org/10.1073/pnas.0308531101 DO - 10.1073/pnas.0308531101 ID - Brunet2004 ER - TY - JOUR AU - Sharma, A. AU - Paliwal, K. K. PY - 2012 DA - 2012// TI - A Gene Selection Algorithm using Bayesian Classification Approach JO - Am J Appl Sci VL - 9 UR - https://doi.org/10.3844/ajassp.2012.127.131 DO - 10.3844/ajassp.2012.127.131 ID - Sharma2012 ER - TY - JOUR AU - Mitra, S. AU - Ghosh, S. PY - 2012 DA - 2012// TI - Feature selection and clustering of gene expression profiles using biological knowledge JO - IEEE Trans Syst Man Cybern Part C Appl Rev VL - 42 UR - https://doi.org/10.1109/TSMCC.2012.2209416 DO - 10.1109/TSMCC.2012.2209416 ID - Mitra2012 ER - TY - JOUR AU - Sharma, A. AU - Imoto, S. AU - Miyano, S. PY - 2012 DA - 2012// TI - A filter based feature selection algorithm using null space of covariance matrix for DNA microarray gene expression data JO - Curr Bioinforma VL - 7 UR - https://doi.org/10.2174/157489312802460802 DO - 10.2174/157489312802460802 ID - Sharma2012 ER - TY - JOUR AU - Sharma, A. AU - Paliwal, K. K. AU - Imoto, S. AU - Miyano, S. PY - 2014 DA - 2014// TI - A feature selection method using improved regularized linear discriminant analysis JO - Mach Vis Appl VL - 25 UR - https://doi.org/10.1007/s00138-013-0577-y DO - 10.1007/s00138-013-0577-y ID - Sharma2014 ER - TY - JOUR AU - Inza, I. AU - Larrañaga, P. AU - Blanco, R. AU - Cerrolaza, A. J. PY - 2004 DA - 2004// TI - Filter versus wrapper gene selection approaches in DNA microarray domains JO - Artif Intell Med VL - 31 UR - https://doi.org/10.1016/j.artmed.2004.01.007 DO - 10.1016/j.artmed.2004.01.007 ID - Inza2004 ER - TY - JOUR AU - Leung, Y. AU - Hung, Y. PY - 2010 DA - 2010// TI - A multiple-filter-multiple-wrapper approach to gene selection and microarray data classification JO - IEEE/ACM Trans Comput Biol Bioinforma VL - 7 UR - https://doi.org/10.1109/TCBB.2008.46 DO - 10.1109/TCBB.2008.46 ID - Leung2010 ER - TY - JOUR AU - Sharma, A. AU - Imoto, S. AU - Miyano, S. PY - 2012 DA - 2012// TI - A top-r feature selection algorithm for microarray gene expression data JO - IEEE/ACM Trans Comput Biol Bioinforma (TCBB) VL - 9 UR - https://doi.org/10.1109/TCBB.2011.151 DO - 10.1109/TCBB.2011.151 ID - Sharma2012 ER - TY - JOUR AU - Tibshirani, R. AU - Hastie, T. AU - Narasimhan, B. AU - Chu, G. PY - 2002 DA - 2002// TI - Diagnosis of multiple cancer types by shrunken centroids of gene expression JO - Proc Natl Acad Sci VL - 99 UR - https://doi.org/10.1073/pnas.082099299 DO - 10.1073/pnas.082099299 ID - Tibshirani2002 ER - TY - CHAP AU - Kumar, R. AU - Chand, K. AU - Lal, S. P. ED - Sokolova, M. ED - van Beek, P. PY - 2014 DA - 2014// TI - Gene Reduction for Cancer Classification Using Cascaded Neural Network with Gene Masking BT - Advances in Artificial Intelligence: 27th Canadian Conference on Artificial Intelligence, Canadian AI 2014, Montréal, QC, Canada, May 6-9, 2014. Proceedings PB - Springer CY - Cham ID - Kumar2014 ER - TY - JOUR AU - Armstrong, S. A. AU - Staunton, J. E. AU - Silverman, L. B. AU - Pieters, R. AU - den Boer, M. L. AU - Minden, M. D. AU - Sallan, S. E. AU - Lander, E. S. AU - Golub, T. R. AU - Korsmeyer, S. J. PY - 2001 DA - 2001// TI - MLL translocations specify a distinct gene expression profile that distinguishes a unique leukemia JO - Nat Genet VL - 30 UR - https://doi.org/10.1038/ng765 DO - 10.1038/ng765 ID - Armstrong2001 ER - TY - JOUR AU - Gordon, G. J. AU - Jensen, R. V. AU - Hsiao, L. L. AU - Gullans, S. R. AU - Blumenstock, J. E. AU - Ramaswamy, S. AU - Richards, W. G. AU - Sugarbaker, D. J. AU - Bueno, R. PY - 2002 DA - 2002// TI - Translation of microarray data into clinically relevant cancer diagnostic tests using gene expression ratios in lung cancer and mesothelioma JO - Cancer Res VL - 62 ID - Gordon2002 ER - TY - JOUR AU - Goldberg, D. E. AU - Holland, J. H. PY - 1988 DA - 1988// TI - Genetic algorithms and machine learning JO - Mach Learn VL - 3 UR - https://doi.org/10.1023/A:1022602019183 DO - 10.1023/A:1022602019183 ID - Goldberg1988 ER - TY - JOUR AU - Li, T. AU - Zhang, C. AU - Ogihara, M. PY - 2004 DA - 2004// TI - A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression JO - Bioinformatics VL - 20 UR - https://doi.org/10.1093/bioinformatics/bth267 DO - 10.1093/bioinformatics/bth267 ID - Li2004 ER -