-
1
-
-
0033536012
-
Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays
-
Alon, U., Barkai, N., Notterman, D.A., Gish, K., Ybarra, S., Mack, D. and Levine, A.J. (1999) 'Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays', Proc. Natl. Acad. Sci. USA, Vol. 96, pp.6745-6750.
-
(1999)
Proc. Natl. Acad. Sci. USA
, vol.96
, pp. 6745-6750
-
-
Alon, U.1
Barkai, N.2
Notterman, D.A.3
Gish, K.4
Ybarra, S.5
Mack, D.6
Levine, A.J.7
-
2
-
-
30344487234
-
Fostering biological relevance in feature selection for microarray data
-
Berens, M., Liu, H., Parsons, L., Yu, L. and Zhao, Z. (2005) 'Fostering biological relevance in feature selection for microarray data', IEEE Intelligent Systems, Vol. 20, No. 6, pp.29-32.
-
(2005)
IEEE Intelligent Systems
, vol.20
, Issue.6
, pp. 29-32
-
-
Berens, M.1
Liu, H.2
Parsons, L.3
Yu, L.4
Zhao, Z.5
-
3
-
-
0003499479
-
Comparison of Discrimination Methods for the Classification of Tumors using Gene Expression Data
-
Technical Report 576, Department of Statistics, UC Berkeley, p
-
Dudoit, S., Fridlyand, J. and Speed, T. (2000) Comparison of Discrimination Methods for the Classification of Tumors using Gene Expression Data, Technical Report 576, Department of Statistics, UC Berkeley, p.9.
-
(2000)
, pp. 9
-
-
Dudoit, S.1
Fridlyand, J.2
Speed, T.3
-
4
-
-
13444282534
-
Outcome signature genes in breast cancer: Is there a unique set?
-
Ein-Dor, L., Kela, I., Getz, G., Givol, D. and Domany, E. (2005) 'Outcome signature genes in breast cancer: Is there a unique set?', Bioinformatics, Vol. 21, pp.171-178.
-
(2005)
Bioinformatics
, vol.21
, pp. 171-178
-
-
Ein-Dor, L.1
Kela, I.2
Getz, G.3
Givol, D.4
Domany, E.5
-
5
-
-
0033569406
-
Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring
-
Golub, T.R., Slonim, D.K., Tamayo, P., Huard, C., Gaasenbeek, M., Mesirov, J.P., Coller, H., Loh, M.L., Downing, J.R., Caligiuri, M.A., Bloomfield, C.D. and Lander, E.S. (1999) 'Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring', Science, Vol. 286, pp.531-537.
-
(1999)
Science
, vol.286
, pp. 531-537
-
-
Golub, T.R.1
Slonim, D.K.2
Tamayo, P.3
Huard, C.4
Gaasenbeek, M.5
Mesirov, J.P.6
Coller, H.7
Loh, M.L.8
Downing, J.R.9
Caligiuri, M.A.10
Bloomfield, C.D.11
Lander, E.S.12
-
6
-
-
0036161259
-
Gene selection for cancer classification using support vector machines
-
Guyon, I., Weston, J., Barnhill, S. and Vapnik, V. (2002) 'Gene selection for cancer classification using support vector machines', Machine Learning, Vol. 46, pp.389-422.
-
(2002)
Machine Learning
, vol.46
, pp. 389-422
-
-
Guyon, I.1
Weston, J.2
Barnhill, S.3
Vapnik, V.4
-
7
-
-
0031381525
-
Wrappers for feature subset selection
-
Kohavi, R. and John, G.H. (1997) 'Wrappers for feature subset selection', Artificial Intelligence, Vol. 97, Nos. 1-2, pp.273-324.
-
(1997)
Artificial Intelligence
, vol.97
, Issue.1-2
, pp. 273-324
-
-
Kohavi, R.1
John, G.H.2
-
8
-
-
0000012317
-
Toward optimal feature selection
-
Bari, Italy, pp
-
Koller, D. and Sahami, M. (1996) 'Toward optimal feature selection', Proceedings of the Thirteenth International Conference on Machine Learning, Bari, Italy, pp.284-292.
-
(1996)
Proceedings of the Thirteenth International Conference on Machine Learning
, pp. 284-292
-
-
Koller, D.1
Sahami, M.2
-
9
-
-
7244248755
-
A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression
-
Li, T., Zhang, C. and Ogihara, M. (2004) 'A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression', Bioinformatics, Vol. 20, pp.2429-2437.
-
(2004)
Bioinformatics
, vol.20
, pp. 2429-2437
-
-
Li, T.1
Zhang, C.2
Ogihara, M.3
-
10
-
-
17044405923
-
Toward integrating feature selection algorithms for classification and clustering
-
Liu, H. and Yu, L. (2005) 'Toward integrating feature selection algorithms for classification and clustering', IEEE Trans. on Knowledge and Data Engineering, Vol. 17, No. 3, pp.1-12.
-
(2005)
IEEE Trans. on Knowledge and Data Engineering
, vol.17
, Issue.3
, pp. 1-12
-
-
Liu, H.1
Yu, L.2
-
11
-
-
2942532735
-
Quantitative evaluation of clustering results using computational negative controls
-
Pearson, R.K., Zylkin, T., Schwaber, J.S. and Gonye, G.E. (2004) 'Quantitative evaluation of clustering results using computational negative controls', Proceedings of the SIAM International Conference on Data Mining Learning, pp.188-199.
-
(2004)
Proceedings of the SIAM International Conference on Data Mining Learning
, pp. 188-199
-
-
Pearson, R.K.1
Zylkin, T.2
Schwaber, J.S.3
Gonye, G.E.4
-
12
-
-
24344458137
-
Feature selection based on mutual information: Criteria of max-dependency, max-relevance, and min-redundancy
-
Peng, H., Long, F. and Ding, C. (2005) 'Feature selection based on mutual information: Criteria of max-dependency, max-relevance, and min-redundancy', IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 27, pp.1226-1238.
-
(2005)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.27
, pp. 1226-1238
-
-
Peng, H.1
Long, F.2
Ding, C.3
-
13
-
-
0035908491
-
Phases of biomarker development for early detection of cancer
-
Pepe, M.S., Etzioni, R., Feng, Z., Potter, J.D., Thompson, M.L., Thornquist, M., Winget, M. and Yasui, Y. (2001) 'Phases of biomarker development for early detection of cancer', J. Natl. Cancer Inst., Vol. 93, pp.1054-1060.
-
(2001)
J. Natl. Cancer Inst
, vol.93
, pp. 1054-1060
-
-
Pepe, M.S.1
Etzioni, R.2
Feng, Z.3
Potter, J.D.4
Thompson, M.L.5
Thornquist, M.6
Winget, M.7
Yasui, Y.8
-
14
-
-
0028806048
-
Quantitative monitoring of gene expression patterns with a complementary DNA microarray
-
Schena, M., Shalon, D., Davis, R.W. and Brown, P.O. (1995) 'Quantitative monitoring of gene expression patterns with a complementary DNA microarray', Science, Vol. 270, pp.467-470.
-
(1995)
Science
, vol.270
, pp. 467-470
-
-
Schena, M.1
Shalon, D.2
Davis, R.W.3
Brown, P.O.4
-
15
-
-
0042923097
-
Class prediction and discovery using gene microarray and proteomics mass spectroscopy data: Curses, caveats, cautions
-
Somorjai, R.L., Dolenko, B. and Baumgartner, R. (2003) 'Class prediction and discovery using gene microarray and proteomics mass spectroscopy data: Curses, caveats, cautions', Bioinformatics, Vol. 19, pp.1484-1491.
-
(2003)
Bioinformatics
, vol.19
, pp. 1484-1491
-
-
Somorjai, R.L.1
Dolenko, B.2
Baumgartner, R.3
-
16
-
-
25144439604
-
-
Addison-Wesley, Reading, Massachusetts, pp
-
Tan, P., Steinbach, M. and Kumar, V. (2005) Introduction to Data Mining, Addison-Wesley, Reading, Massachusetts, pp.536-542.
-
(2005)
Introduction to Data Mining
, pp. 536-542
-
-
Tan, P.1
Steinbach, M.2
Kumar, V.3
-
17
-
-
0035532141
-
Estimating the number of clusters in a dataset via the Gap statistic
-
Tibshirani, R., Walther, G. and Hastie, T. (2001) 'Estimating the number of clusters in a dataset via the Gap statistic', Journal of the Royal Statistical Society, Vol. 63, No. 2, pp.411-424.
-
(2001)
Journal of the Royal Statistical Society
, vol.63
, Issue.2
, pp. 411-424
-
-
Tibshirani, R.1
Walther, G.2
Hastie, T.3
-
18
-
-
33847753038
-
Accurate cancer classification using expressions of very few genes
-
Wang, L.P., Chu, F. and Xie, W. (2007) 'Accurate cancer classification using expressions of very few genes', IEEE Transactions on Bioinformatics and Computational Biology, Vol. 4, No. 1, pp.40-53.
-
(2007)
IEEE Transactions on Bioinformatics and Computational Biology
, vol.4
, Issue.1
, pp. 40-53
-
-
Wang, L.P.1
Chu, F.2
Xie, W.3
-
19
-
-
0003957032
-
-
Morgan Kaufmann Publishers, San Fransisco, CA, pp
-
Witten, I.H. and Frank, E. (2005) Data Mining - Pracitcal Machine Learning Tools and Techniques, Morgan Kaufmann Publishers, San Fransisco, CA, pp.363-483.
-
(2005)
Data Mining - Pracitcal Machine Learning Tools and Techniques
, pp. 363-483
-
-
Witten, I.H.1
Frank, E.2
-
20
-
-
12244293653
-
Redundancy based feature selection for microarray data
-
Seattle, WA, pp
-
Yu, L. and Liu, H. (2004a) 'Redundancy based feature selection for microarray data', Proceedings of the Tenth ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Seattle, WA, pp.737-742.
-
(2004)
Proceedings of the Tenth ACM SIGKDD Conference on Knowledge Discovery and Data Mining
, pp. 737-742
-
-
Yu, L.1
Liu, H.2
-
21
-
-
25144492516
-
Efficient feature selection via analysis of relevance and redundancy
-
Yu, L. and Liu, H. (2004b) 'Efficient feature selection via analysis of relevance and redundancy', Journal of Machine Learning Research, Vol. 5, pp.1205-1224.
-
(2004)
Journal of Machine Learning Research
, vol.5
, pp. 1205-1224
-
-
Yu, L.1
Liu, H.2
|