-
1
-
-
26444453688
-
Bladder cancer stage and outcome defined by array based comparative genomic hybridization
-
Blaveri,E. et al. (2005) Bladder cancer stage and outcome defined by array based comparative genomic hybridization. Clin. Cancer Res., 11 (19 Part ), 7012-7022.
-
(2005)
Clin. Cancer Res.
, vol.11
, Issue.19 PART 1
, pp. 7012-7022
-
-
Blaveri, E.1
-
2
-
-
0035478854
-
Random forests
-
Breiman,L. (2001) Random forests. Mach. Learn., 45, 5-32.
-
(2001)
Mach. Learn.
, vol.45
, pp. 5-32
-
-
Breiman, L.1
-
3
-
-
33846678737
-
Deletion of chromosome 11q predicts response to anthracyclinebased chemotherapy in early breast cancer
-
Climent,J. et al. (2007) Deletion of chromosome 11q predicts response to anthracyclinebased chemotherapy in early breast cancer. Cancer Res., 67, 18-826.
-
(2007)
Cancer Res.
, vol.67
, pp. 818-826
-
-
Climent, J.1
-
4
-
-
4143134783
-
Finding predictive gene groups from microarray data
-
Dettling,M. and Bühlmann,P. (2004) Finding predictive gene groups from microarray data. J. Multivar. Anal., 90, 106-131.
-
(2004)
J. Multivar. Anal.
, vol.90
, pp. 106-131
-
-
Dettling, M.1
Bühlmann, P.2
-
5
-
-
30644464444
-
Gene selection and classification of microarray data using random forest
-
Díaz-Uriarte,R. and Alvarez de Andrés,S. (2006) Gene selection and classification of microarray data using random forest. BMC Bioinformatics, 7, 3.
-
(2006)
BMC Bioinformatics
, vol.7
, pp. 3
-
-
Díaz-Uriarte, R.1
Alvarez de Andrés, S.2
-
6
-
-
0032403676
-
Mapping loss of heterozygozity at chromosome 13q: loss at 13q12-q13 is associated with breast tumor progression and poor prognosis
-
Eiriksdottir,G. (1998) Mapping loss of heterozygozity at chromosome 13q: loss at 13q12-q13 is associated with breast tumor progression and poor rognosis. Eur. J. Cancer, 34, 2076-2081.
-
(1998)
Eur. J. Cancer
, vol.34
, pp. 2076-2081
-
-
Eiriksdottir, G.1
-
7
-
-
53849086824
-
Sure independence screening for ultrahigh dimensional feature space
-
Fan,J. and Lv,J. (2008) Sure independence screening for ultrahigh dimensional feature space. J. R. Stat. Soc. Ser. B Stat. Methodol., 70, 849-911.
-
(2008)
J. R. Stat. Soc. Ser. B Stat. Methodol.
, vol.70
, pp. 849-911
-
-
Fan, J.1
Lv, J.2
-
8
-
-
77950537175
-
Regularization paths for generalized linear models via coordinate descent
-
Friedman,J. et al. (2010) Regularization paths for generalized linear models via coordinate descent. J. Stat. Softwr., 33, 1-22.
-
(2010)
J. Stat. Softwr.
, vol.33
, pp. 1-22
-
-
Friedman, J.1
-
9
-
-
36849072045
-
Graph implementations for nonsmooth convex programs
-
Springer
-
Grant,M. and Boyd,S. (2008) Graph implementations for nonsmooth convex programs. Recent Advances in Learning and Control, Vol. 371, Springer, p. 95-110.
-
(2008)
Recent Advances in Learning and Control
, vol.371
, pp. 95-110
-
-
Grant, M.1
Boyd, S.2
-
11
-
-
33845291140
-
Novel patterns of genome rearrangement and their association with survival in breast cancer
-
Hicks,J. (2006) Novel patterns of genome rearrangement and their association with survival in breast cancer. Genome Res., 16, 1465-1479.
-
(2006)
Genome Res.
, vol.16
, pp. 1465-1479
-
-
Hicks, J.1
-
12
-
-
0038244058
-
Gene expression predictors of breast cancer outcomes
-
Huang,E. et al. (2003a) Gene expression predictors of breast cancer outcomes. Lancet, 361, 1590-1596.
-
(2003)
Lancet
, vol.361
, pp. 1590-1596
-
-
Huang, E.1
-
13
-
-
0037941536
-
Gene expression phenotypic models that predict the activity of oncogenic pathways
-
Huang,E. et al. (2003b) Gene expression phenotypic models that predict the activity of oncogenic pathways. Nat. Genet., 34, 226-230.
-
(2003)
Nat. Genet.
, vol.34
, pp. 226-230
-
-
Huang, E.1
-
14
-
-
0037976550
-
Improved gene selection for classification of microarrays
-
Jäger,J. et al. (2003) Improved gene selection for classification of microarrays. Pac. Sympos. Biocomput., 8, 53-64.
-
(2003)
Pac. Sympos. Biocomput.
, vol.8
, pp. 53-64
-
-
Jäger, J.1
-
15
-
-
85089829151
-
Stability of feature selection algorithms
-
Kalousis,A. et al. (2005) Stability of feature selection algorithms. In ICDM '05 Proceedings, pp. 218-225.
-
(2005)
ICDM '05 Proceedings
, pp. 218-225
-
-
Kalousis, A.1
-
16
-
-
0345040873
-
Classification and regression by randomForest
-
Liaw,A. andWiener,M. (2002) Classification and regression by randomForest. R News, 2, 18-22.
-
(2002)
R News
, vol.2
, pp. 18-22
-
-
Liaw, A.1
Wiener, M.2
-
17
-
-
33947425580
-
Supervised group Lasso with applications to microarray data analysis
-
Ma,S. et al. (2007) Supervised group Lasso with applications to microarray data analysis. BMC Bioinformatics, 8, 60.
-
(2007)
BMC Bioinformatics
, vol.8
, pp. 60
-
-
Ma, S.1
-
18
-
-
37849035696
-
The group lasso for logistic regression
-
Meier,L. et al. (2008) The group lasso for logistic regression. J. R. Stat. Soc. B, 70, 53-71.
-
(2008)
J. R. Stat. Soc. B
, vol.70
, pp. 53-71
-
-
Meier, L.1
-
19
-
-
34548147443
-
Optimization of quantitative MGMT promoter methylation analysis using pyrosequencing and combined bisulfite restriction analysis
-
Mikeska,T. et al. (2007) Optimization of quantitative MGMT promoter methylation analysis using pyrosequencing and combined bisulfite restriction nalysis. J. Mol. Diagn., 9, 368-381.
-
(2007)
J. Mol. Diagn.
, vol.9
, pp. 368-381
-
-
Mikeska, T.1
-
20
-
-
41449107306
-
Building pathway clusters from Random Forests classification using class votes
-
Pang,H.et al. (2008) Building pathway clusters from Random Forests classification using class votes. BMC Bioinformatics, 9, 87.
-
(2008)
BMC Bioinformatics
, vol.9
, pp. 87
-
-
Pang, H.1
-
21
-
-
34147177060
-
Averaged gene expression for regression
-
Park,M.Y. et al. (2007) Averaged gene expression for regression. Biostatistics, 8, 212-227.
-
(2007)
Biostatistics
, vol.8
, pp. 212-227
-
-
Park, M.Y.1
-
22
-
-
46249091578
-
Classification of arrayCGH data using fused SVM
-
Rapaport,F. et al. (2008) Classification of arrayCGH data using fused SVM. Bioinformatics, 24, i375-i382.
-
(2008)
Bioinformatics
, vol.24
-
-
Rapaport, F.1
-
23
-
-
0023453329
-
Silhouettes: a graphical aid to the interpretation and validation of cluster analysis
-
Rousseeuw,P. (1987) Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. J. Comput. Appl. Math., 20, 53-65.
-
(1987)
J. Comput. Appl. Math.
, vol.20
, pp. 53-65
-
-
Rousseeuw, P.1
-
24
-
-
48549095457
-
Conditional variable importance for random forests
-
Strobl,C. et al. (2008) Conditional variable importance for random forests. BMC Bioinformatics, 9, 307.
-
(2008)
BMC Bioinformatics
, vol.9
, pp. 307
-
-
Strobl, C.1
-
25
-
-
0001287271
-
Regression shrinkage and selection via the Lasso
-
Tibshirani,R. (1996) Regression shrinkage and selection via the Lasso. J. R. Stat. Soc. B, 58, 267-288.
-
(1996)
J. R. Stat. Soc. B
, vol.58
, pp. 267-288
-
-
Tibshirani, R.1
-
26
-
-
18244409687
-
Gene expression profiling predicts clinical outcome of breast cancer
-
van't Veer,L.J. (2001) Gene expression profiling predicts clinical outcome of breast cancer. Nature, 415, 530-536.
-
(2001)
Nature
, vol.415
, pp. 530-536
-
-
van't Veer, L.J.1
-
27
-
-
79960125853
-
Stable feature selection via dense feature groups
-
Yu,L. et al. (2008) Stable feature selection via dense feature groups. In Proceedings of the 14th ACM KDD'08.
-
(2008)
Proceedings of the 14th ACM KDD'08
-
-
Yu, L.1
-
28
-
-
51049104549
-
One-step sparse estimates in nonconcave penalized likelihood models
-
Zou,H. and Li,R. (2008) One-step sparse estimates in nonconcave penalized likelihood models. Ann. Stat., 36, 1509-1533.
-
(2008)
Ann. Stat.
, vol.36
, pp. 1509-1533
-
-
Zou, H.1
Li, R.2
|