-
1
-
-
0033536012
-
Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays
-
U. Alon, N. Barkai, D. A. Notterman, K. Gish, S. Ybarra, D. Mack, and A.J Levine. Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays. In Proc. Natnl. Acad. Sci. USA, volume 96, 1999.
-
(1999)
Proc. Natnl. Acad. Sci. USA
, vol.96
-
-
Alon, U.1
Barkai, N.2
Notterman, D.A.3
Gish, K.4
Ybarra, S.5
Mack, D.6
Levine, A.J.7
-
2
-
-
0033692876
-
Tissue classification with gene expression profiles
-
A. Ben-Dor, L. Bruhn, N. Friedman, I. Nachman, M. Schummer, and Z. Yakhini. Tissue classification with gene expression profiles. Journal of Computational Biology, 7(3-4):559-583, 2000.
-
(2000)
Journal of Computational Biology
, vol.7
, Issue.3-4
, pp. 559-583
-
-
Ben-Dor, A.1
Bruhn, L.2
Friedman, N.3
Nachman, I.4
Schummer, M.5
Yakhini, Z.6
-
3
-
-
33745794979
-
Feature space reduction of large scale gene expression data using Fuzzy Logic
-
LERIA, University of Angers, January
-
E. Bonilla Huerta, B. Duval, and J.K. Hao. Feature space reduction of large scale gene expression data using Fuzzy Logic. Technical Report, LERIA, University of Angers, January 2006.
-
(2006)
Technical Report
-
-
Huerta, E.B.1
Duval, B.2
Hao, J.K.3
-
4
-
-
0034602774
-
Knowledge-based analysis of microarray gene expression data by using support vector machines
-
M.P.S. Brown, W.N. Grundy, D. Lin, N. Cristianini, S.W. Sugnet, T.S. Furey, M. Ares Jr., and D. Haussler. Knowledge-based analysis of microarray gene expression data by using support vector machines Proc. Natl. Acad. Sci. U S A., 97(1): 262-267, 2000.
-
(2000)
Proc. Natl. Acad. Sci. U S A.
, vol.97
, Issue.1
, pp. 262-267
-
-
Brown, M.P.S.1
Grundy, W.N.2
Lin, D.3
Cristianini, N.4
Sugnet, S.W.5
Furey, T.S.6
Ares Jr., M.7
Haussler, D.8
-
5
-
-
84856999267
-
Feature dimension reduction for microarray data analysis using locally linear embedding
-
S. Chao and C. Lihui Feature dimension reduction for microarray data analysis using locally linear embedding. In APBC, pages 211-217, 2005.
-
(2005)
APBC
, pp. 211-217
-
-
Chao, S.1
Lihui, C.2
-
6
-
-
0033636139
-
Support vector machine classification and validation of cancer tissue samples using microarray expression data
-
T. S. Furey, N. Cristianini, N. Duffy, D.W. Bednarski, M. Schummer, and D. Haussler. Support vector machine classification and validation of cancer tissue samples using microarray expression data. Bioinformatics, 16(10):906-914, 2000.
-
(2000)
Bioinformatics
, vol.16
, Issue.10
, pp. 906-914
-
-
Furey, T.S.1
Cristianini, N.2
Duffy, N.3
Bednarski, D.W.4
Schummer, M.5
Haussler, D.6
-
7
-
-
10844250529
-
A novel feature selection method to improve classification of gene expression data
-
Australian Computer Society, Darlinghurst, Australia
-
L. Goh, Q. Song, and N. Kasabov. A novel feature selection method to improve classification of gene expression data. In Proceedings of the Second Asia-Pacific Conference on Bioinformatics, pages 161-166, Australian Computer Society, Darlinghurst, Australia, 2004.
-
(2004)
Proceedings of the Second Asia-Pacific Conference on Bioinformatics
, pp. 161-166
-
-
Goh, L.1
Song, Q.2
Kasabov, N.3
-
8
-
-
0033569406
-
Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring
-
T. R. Golub, D. K. Slonim, P. Tamayo, C. Huard, M. Gaasenbeek, J. P. Mesirov, H. Coller, M. L. Loh, J. R. Downing, M. A. Caligiuri, C. D. Bloomfield, and E. S. Lander. Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring. Science, 286:531-537, 1999.
-
(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
-
10
-
-
0036161259
-
Gene selection for cancer classification using support vector machines
-
I. Guyon, J. Weston, S. Barnhill, and V. Vapnik. Gene selection for cancer classification using support vector machines. Machine Learning, 46(1-3):389-422, 2002.
-
(2002)
Machine Learning
, vol.46
, Issue.1-3
, pp. 389-422
-
-
Guyon, I.1
Weston, J.2
Barnhill, S.3
Vapnik, V.4
-
14
-
-
0036139278
-
Gene selection for sample classification based on gene expression data: Study of sensitivity to choice of parameters of the GA/KNN method
-
L. Li, C. R. Weinberg, T.A. Darden, and L.G. Pedersen. Gene selection for sample classification based on gene expression data: study of sensitivity to choice of parameters of the GA/KNN method. Bioinformatics, 17(12):1131-1142, 2001.
-
(2001)
Bioinformatics
, vol.17
, Issue.12
, pp. 1131-1142
-
-
Li, L.1
Weinberg, C.R.2
Darden, T.A.3
Pedersen, L.G.4
-
15
-
-
84901451540
-
Selecting informative genes using a multiobjective evolutionary algorithm
-
J. Liu and H. Iba. Selecting informative genes using a multiobjective evolutionary algorithm. In Proc. of Congress on Evolutionary Computation (CEC'02), pages 297-302, 2002.
-
(2002)
Proc. of Congress on Evolutionary Computation (CEC'02)
, pp. 297-302
-
-
Liu, J.1
Iba, H.2
-
16
-
-
0038062969
-
Support vector machines for protein fold class prediction
-
F. Markowetz, L. Edler, and M. Vingron. Support vector machines for protein fold class prediction. Diametrical Journal, 45(3):377-389, 2003.
-
(2003)
Diametrical Journal
, vol.45
, Issue.3
, pp. 377-389
-
-
Markowetz, F.1
Edler, L.2
Vingron, M.3
-
18
-
-
0344872506
-
Molecular classification of cancer types from microarray data using the combination of genetic algorithms and support vector machines
-
S. Peng, Q. Xu, X.B. Ling, X. Peng, W. Du, and L. Chen. Molecular classification of cancer types from microarray data using the combination of genetic algorithms and support vector machines. FEBS Letter, 555(2):358-362, 2003.
-
(2003)
FEBS Letter
, vol.555
, Issue.2
, pp. 358-362
-
-
Peng, S.1
Xu, Q.2
Ling, X.B.3
Peng, X.4
Du, W.5
Chen, L.6
-
19
-
-
0347201147
-
Multiclass cancer diagnosis using tumor gene expression signatures
-
S. Ramaswamy, P. Tamayo, R. Rifkin, S. Mukherjee, C.H. Yeang, M. Angelo, C. Ladd, M. Reich, E. Latulippe, J.P. Mesirov, T. Poggio, W. Gerald, M. Loda, E.S. Lander, and T.R. Golub. Multiclass cancer diagnosis using tumor gene expression signatures. Proc. Natl. Acad. Sci. USA., 98(26):15149-15154, 2001.
-
(2001)
Proc. Natl. Acad. Sci. USA.
, vol.98
, Issue.26
, pp. 15149-15154
-
-
Ramaswamy, S.1
Tamayo, P.2
Rifkin, R.3
Mukherjee, S.4
Yeang, C.H.5
Angelo, M.6
Ladd, C.7
Reich, M.8
Latulippe, E.9
Mesirov, J.P.10
Poggio, T.11
Gerald, W.12
Loda, M.13
Lander, E.S.14
Golub, T.R.15
-
20
-
-
9444293630
-
Classification of two-class cancer data reliably using evolutionary algorithms
-
KanGAL
-
A. R. Reddy and K. Deb. Classification of two-class cancer data reliably using evolutionary algorithms. Technical Report. KanGAL, 2003.
-
(2003)
Technical Report
-
-
Reddy, A.R.1
Deb, K.2
-
21
-
-
2942541354
-
Feature selection for splice site prediction: A new method using eda-based feature ranking
-
Y. Saeys, S. Aeyels Degroeve, D. Rouze, and Y. P. Van de Peer. Feature selection for splice site prediction: A new method using eda-based feature ranking. BMC Bioinformatics, 5-64, 2004.
-
(2004)
BMC Bioinformatics
, pp. 5-64
-
-
Saeys, Y.1
Degroeve, S.A.2
Rouze, D.3
Van De Peer, Y.P.4
-
22
-
-
7744222454
-
Enhancing genetic feature selection through restricted search and Walsh analysis
-
S. Salcedo-Sanz, F. Prez-Cruz, G. Campsand, and C. Bousoo-Calzn. Enhancing genetic feature selection through restricted search and Walsh analysis. IEEE Transactions on Systems, Man and Cybernetics, Part C, 34:398-406, 2004.
-
(2004)
IEEE Transactions on Systems, Man and Cybernetics, Part C
, vol.34
, pp. 398-406
-
-
Salcedo-Sanz, S.1
Prez-Cruz, F.2
Campsand, G.3
Bousoo-Calzn, C.4
-
25
-
-
17444386734
-
Hykgene: A hybrid approach for selecting marker genes for phenotype classification using microarray gene expression data
-
Y. Wang, F. Makedon, J.C. Ford, and J.D. Pearlman. Hykgene: a hybrid approach for selecting marker genes for phenotype classification using microarray gene expression data. Bioinformatics, 21(8):1530-1537, 2005.
-
(2005)
Bioinformatics
, vol.21
, Issue.8
, pp. 1530-1537
-
-
Wang, Y.1
Makedon, F.2
Ford, J.C.3
Pearlman, J.D.4
-
26
-
-
0034199979
-
Comparison of multiobjective evolutionary algorithms: Empirical results
-
E. Zitzlere, K. Deb, and L. Thiele. Comparison of multiobjective evolutionary algorithms: Empirical results. Evolutionary Computation 8(2): 173-195, 2000.
-
(2000)
Evolutionary Computation
, vol.8
, Issue.2
, pp. 173-195
-
-
Zitzlere, E.1
Deb, K.2
Thiele, L.3
|