-
1
-
-
33947100853
-
Bioinformatics with soft computing
-
Sep.
-
S. Mitra and Y. Hayashi, "Bioinformatics with soft computing," IEEE Trans. Syst., Man, Cybern. C, vol.36, no.5, pp. 616-635, Sep. 2006.
-
(2006)
IEEE Trans. Syst., Man, Cybern. C
, vol.36
, Issue.5
, pp. 616-635
-
-
Mitra, S.1
Hayashi, Y.2
-
3
-
-
0038237368
-
Estimating dataset size requirements for classifying DNA microarray data
-
C. Campbell, S. Mukherjee, P. Tamayo, S. Rogers, R. Rifkin, A. Engle, T. R. Golub, and J. Mesirov, "Estimating dataset size requirements for classifying DNA microarray data," J. Comput. Biol., vol.10, pp. 119- 142, 2003.
-
(2003)
J. Comput. Biol.
, vol.10
, pp. 119-142
-
-
Campbell, C.1
Mukherjee, S.2
Tamayo, P.3
Rogers, S.4
Rifkin, R.5
Engle, A.6
Golub, T.R.7
Mesirov, J.8
-
4
-
-
34447345702
-
A mixture model approach to the tests of concordance and discordance between two large-scale experiments with two-sample groups
-
Y. Lai, B. Adam, R. Podolsky, and J. She, "A mixture model approach to the tests of concordance and discordance between two large-scale experiments with two-sample groups," Bioinformatics, vol.23, pp. 1243-1250, 2007.
-
(2007)
Bioinformatics
, vol.23
, pp. 1243-1250
-
-
Lai, Y.1
Adam, B.2
Podolsky, R.3
She, J.4
-
5
-
-
0037623370
-
Cancer classification using gene expression data
-
Y. Lu and J. Han, "Cancer classification using gene expression data," Inf. Syst., vol.28, pp. 243-268, 2003.
-
(2003)
Inf. Syst.
, vol.28
, pp. 243-268
-
-
Lu, Y.1
Han, J.2
-
6
-
-
34447345696
-
Evolutionary rough feature selection in gene expression data
-
Jul.
-
M. Banerjee, S. Mitra, and H. Banka, "Evolutionary rough feature selection in gene expression data," IEEE Trans. Syst.,Man, Cybern. C, vol.37, no.4, pp. 622-636, Jul. 2007.
-
(2007)
IEEE Trans. Syst.,Man, Cybern. C
, vol.37
, Issue.4
, pp. 622-636
-
-
Banerjee, M.1
Mitra, S.2
Banka, H.3
-
7
-
-
34948842501
-
Direct integration of microarrays for selecting informative genes and phenotype classification
-
Y. Yoon, J. Lee, S. Park, S. Bien, H. C. Chung, and S. Y. Rha, "Direct integration of microarrays for selecting informative genes and phenotype classification," Inf. Sci., vol.178, pp. 88-105, 2008.
-
(2008)
Inf. Sci.
, vol.178
, pp. 88-105
-
-
Yoon, Y.1
Lee, J.2
Park, S.3
Bien, S.4
Chung, H.C.5
Rha, S.Y.6
-
8
-
-
25444500985
-
Evaluation of gene importance in microarray data based upon probability of selection
-
L. M. Fu and C. S. Fu-Liu, "Evaluation of gene importance in microarray data based upon probability of selection," BMC Bioinf., vol.6, pp. 67-77, 2005.
-
(2005)
BMC Bioinf.
, vol.6
, pp. 67-77
-
-
Fu, L.M.1
Fu-Liu, C.S.2
-
9
-
-
25444528240
-
An entropy-based gene selection method for cancer classification using microarray data
-
X. X. Liu, A. Krishnan, and A.Mondry, "An entropy-based gene selection method for cancer classification using microarray data," BMC Bioinf., vol.6, pp. 76-89, 2005.
-
(2005)
BMC Bioinf.
, vol.6
, pp. 76-89
-
-
Liu, X.X.1
Krishnan, A.2
Mondry, A.3
-
10
-
-
33645157313
-
Gene selection algorithms for microarray data based on least square support vector machine
-
E. K. Tang, P. N. Suganthan, and X. Yao, "Gene selection algorithms for microarray data based on least square support vector machine," BMC Bioinf., vol.7, pp. 95-110, 2006.
-
(2006)
BMC Bioinf.
, vol.7
, pp. 95-110
-
-
Tang, E.K.1
Suganthan, P.N.2
Yao, X.3
-
11
-
-
33845432928
-
Adjusting batch effects in microarray expression data using empirical Bayesmethods
-
W. E. Johnson, C. Li, and A. Rabinovic, "Adjusting batch effects in microarray expression data using empirical Bayesmethods," Biostatistics, vol.8, pp. 118-127, 2007.
-
(2007)
Biostatistics
, vol.8
, pp. 118-127
-
-
Johnson, W.E.1
Li, C.2
Rabinovic, A.3
-
12
-
-
1542574379
-
Multi-platform, multisite, microarray-based human tumor classification
-
G. Bloom, I. V. Tang, D. Boulware, K. Y. Kwong, D. Coppola, S. Eschrich, J. Quackenbush, and T. J. Yeatman, "Multi-platform, multisite, microarray-based human tumor classification," Amer. J. Pathol., vol.164, pp. 9-16, 2004.
-
(2004)
Amer. J. Pathol.
, vol.164
, pp. 9-16
-
-
Bloom, G.1
Tang, I.V.2
Boulware, D.3
Kwong, K.Y.4
Coppola, D.5
Eschrich, S.6
Quackenbush, J.7
Yeatman, T.J.8
-
13
-
-
0034954414
-
Classification and diagnostic prediction of cancers using gene expression profiling and artificial neural networks
-
J. Khan, J. Wei, M. Ringńer, L. Saal, M. Ladanyi, F. Westermann, F. Berthold, M. Schwab, C. Antonescu, C. Peterson, and P. Meltzer, "Classification and diagnostic prediction of cancers using gene expression profiling and artificial neural networks," Nat. Med., vol.7, no.6, pp. 673-679, 2001.
-
(2001)
Nat. Med.
, vol.7
, Issue.6
, pp. 673-679
-
-
Khan, J.1
Wei, J.2
Ringńer, M.3
Saal, L.4
Ladanyi, M.5
Westermann, F.6
Berthold, F.7
Schwab, M.8
Antonescu, C.9
Peterson, C.10
Meltzer, P.11
-
14
-
-
2942630482
-
-
Hoboken, NJ: Wiley
-
E. Wit and J. McClure, Statistics for Microarrays: Design, Analysis, and Inference. Hoboken, NJ: Wiley, 2004.
-
(2004)
Statistics for Microarrays: Design, Analysis, and Inference
-
-
Wit, E.1
McClure, J.2
-
15
-
-
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," Mach. Learning, vol.46, pp. 389-422, 2002.
-
(2002)
Mach. Learning
, vol.46
, pp. 389-422
-
-
Guyon, I.1
Weston, J.2
Barnhill, S.3
Vapnik, V.4
-
17
-
-
0001001098
-
Feature selection for SVM
-
J.Weston, S. Mukherjee, O. Chapelle, M. Pontil, T. Poggio, andV.Vapnik, "Feature selection for SVM," in Proc. Neural Inf. Process. Syst. Conf. (NIPS), 2000, pp. 668-674.
-
(2000)
Proc. Neural Inf. Process. Syst. Conf. (NIPS)
, pp. 668-674
-
-
Weston, J.1
Mukherjee, S.2
Chapelle, O.3
Pontil, M.4
Poggio, T.5
Vapnik, V.6
-
18
-
-
0036161011
-
Choosing multiple parameters for support vector machines
-
DOI 10.1023/A:1012450327387
-
O. Chapelle, V. Vapnik, O. Bousquet, and S. Mukherjee, "Choosing multiple parameters for support vector machines," Mach. Learning, vol.46, pp. 131-159, 2002. (Pubitemid 34129966)
-
(2002)
Machine Learning
, vol.46
, Issue.1-3
, pp. 131-159
-
-
Chapelle, O.1
Vapnik, V.2
Bousquet, O.3
Mukherjee, S.4
-
19
-
-
33745561205
-
An introduction to variable and feature selection
-
I. Guyon and A. Elisseef, "An introduction to variable and feature selection," J. Mach. Learning Res., vol.3, pp. 1157-1182, 2003.
-
(2003)
J. Mach. Learning Res.
, vol.3
, pp. 1157-1182
-
-
Guyon, I.1
Elisseef, A.2
-
22
-
-
0034250160
-
An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization
-
T. G. Dietterich, "An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization," Mach. Learning, vol.40, pp. 139-157, 2000.
-
(2000)
Mach. Learning
, vol.40
, pp. 139-157
-
-
Dietterich, T.G.1
-
23
-
-
2942596534
-
Ensemble machine learning on gene expression data for cancer classification
-
A. C. Tan and D. Gilbert, "Ensemble machine learning on gene expression data for cancer classification," Appl. Bioinf., vol.2, pp. 75-83, 2003.
-
(2003)
Appl. Bioinf.
, vol.2
, pp. 75-83
-
-
Tan, A.C.1
Gilbert, D.2
-
24
-
-
0035478854
-
Random forests
-
L. Breiman, "Random forests," Mach. Learning, vol.45, pp. 5-32, 2001.
-
(2001)
Mach. Learning
, vol.45
, pp. 5-32
-
-
Breiman, L.1
-
25
-
-
0038724544
-
Boosting and microarray data
-
Long and P. M. and V. B. Vega, "Boosting and microarray data," Mach. Learning, vol.52, pp. 31-44, 2003.
-
(2003)
Mach. Learning
, vol.52
, pp. 31-44
-
-
Long, P.M.1
Vega, V.B.2
-
26
-
-
56049119676
-
Robust feature selection using ensemble feature selection techniques
-
Y. Saeys, T. Abeel, and Y. Van de Peer, "Robust feature selection using ensemble feature selection techniques," in Proc. ECML/PKDD, Part II (LNAI 5212), 2008, pp. 313-325.
-
(2008)
Proc. ECML/PKDD, Part II (LNAI 5212)
, pp. 313-325
-
-
Saeys, Y.1
Abeel, T.2
Peer De Y.Van3
-
27
-
-
27544451127
-
Simple decision rules for classifying human Cancers from gene expression profiles
-
A. Tan, D. Naiman, L. Xu, R. Winslow, and D. Geman, "Simple decision rules for classifying human Cancers from gene expression profiles," Bioinformatics, vol.21, pp. 3896-3904, 2005.
-
(2005)
Bioinformatics
, vol.21
, pp. 3896-3904
-
-
Tan, A.1
Naiman, D.2
Xu, L.3
Winslow, R.4
Geman, D.5
-
28
-
-
0036682002
-
Comprehensive gene expression analysis of prostate Cancer reveals distinct transcriptional programs associated with metastatic disease
-
E. LaTulippe, J. Satagopan, A. Smith,H. Scher, P. Scardino, andV. Reuter, "Comprehensive gene expression analysis of prostate Cancer reveals distinct transcriptional programs associated with metastatic disease," Cancer Res., vol.62, pp. 4499-4506, 2002.
-
(2002)
Cancer Res.
, vol.62
, pp. 4499-4506
-
-
La Tulippe, E.1
Satagopan, J.2
Smith, A.3
Scher, H.4
Scardino, P.5
Reuter, V.6
-
29
-
-
0003625523
-
-
7th ed., Delhi, India: Pearson Education
-
R. Walpole, R. Myers, and K. Ye, Probability & Statistics for Engineers & Scientists, 7th ed. Delhi, India: Pearson Education, 2002.
-
(2002)
Probability & Statistics for Engineers and Scientists
-
-
Walpole, R.1
Myers, R.2
Ye, K.3
-
30
-
-
77249085259
-
-
[Online]. Available
-
(2009). [Online]. Available: http://www.affymetrix.com/index.affx
-
(2009)
-
-
-
31
-
-
19044391072
-
Gene expression correlates of clinical prostate Cancer behavior
-
D. Singh, P. G. Febbo, K. Ross, D. G. Jackson, J. Manola, and C. Ladd, "Gene expression correlates of clinical prostate Cancer behavior," Cancer Cell, vol.1, pp. 203-209, 2002.
-
(2002)
Cancer Cell
, vol.1
, pp. 203-209
-
-
Singh, D.1
Febbo, P.G.2
Ross, K.3
Jackson, D.G.4
Manola, J.5
Ladd, C.6
-
32
-
-
0035881732
-
Analysis of gene expression identifies candidate markers and pharmacological targets in prostate Cancer
-
J. B. Welsh, L. M. Sapinoso, A. I. Su, S. G. Kern, J. Wang-Rodriguez, and C. A. Moskaluk, "Analysis of gene expression identifies candidate markers and pharmacological targets in prostate Cancer," Cancer Res., vol.61, pp. 5974-5978, 2001.
-
(2001)
Cancer Res.
, vol.61
, pp. 5974-5978
-
-
Welsh, J.B.1
Sapinoso, L.M.2
Su, A.I.3
Kern, S.G.4
Wang-Rodriguez, J.5
Moskaluk, C.A.6
-
33
-
-
38149090506
-
A stability index for feature selection
-
Anaheim, CA: ACTA Press
-
L. Kuncheva, "A stability index for feature selection," in Proc. 25th Conf. IASTED Int. MultiConf. (AIAP 2007), Anaheim, CA: ACTA Press, pp. 390-395.
-
(2007)
Proc. 25th Conf. IASTED Int. MultiConf. (AIAP)
, pp. 390-395
-
-
Kuncheva, L.1
|