-
2
-
-
0038021028
-
A Comparative Study on Feature Selection and Classification Methods Using Gene Expression Profiles and Proteomic Patterns
-
Liu, H., Li, J., Wong, L.: A Comparative Study on Feature Selection and Classification Methods Using Gene Expression Profiles and Proteomic Patterns. Genome informatics 13, 51-60 (2002)
-
(2002)
Genome informatics
, vol.13
, pp. 51-60
-
-
Liu, H.1
Li, J.2
Wong, L.3
-
3
-
-
7244248755
-
A Comparative Study on Feature Selection and Multiclass Classification Methods for tissue classification based on gene expression
-
Tao, L., Zhang, C., Ogihara, M.: A Comparative Study on Feature Selection and Multiclass Classification Methods for tissue classification based on gene expression. Bioinformatics 20(15), 2429-2437 (2004)
-
(2004)
Bioinformatics
, vol.20
, Issue.15
, pp. 2429-2437
-
-
Tao, L.1
Zhang, C.2
Ogihara, M.3
-
4
-
-
33746210686
-
-
Bosin, A., Dessi, N., Pes, B.: High-Dimensional Micro-array Data Classification Using Minimum Description Length and Domain Expert Knowledge. In: Ali, M., Dapoigny, R. (eds.) IEA/AIE 2006. LNCS (LNAI), 4031, pp. 790-799. Springer, Heidelberg (2006)
-
Bosin, A., Dessi, N., Pes, B.: High-Dimensional Micro-array Data Classification Using Minimum Description Length and Domain Expert Knowledge. In: Ali, M., Dapoigny, R. (eds.) IEA/AIE 2006. LNCS (LNAI), vol. 4031, pp. 790-799. Springer, Heidelberg (2006)
-
-
-
-
5
-
-
37249066644
-
Learning Classifiers for High-Dimensional MicroArray Data
-
Bosin, A, ed, Genova, Italy, August 29-31, World Scientific, Singapore
-
Bosin, A., Dessi, N., Pes, B.: Learning Classifiers for High-Dimensional MicroArray Data. In: Bosin, A. (ed.) Applied Artificial Intelligence. Proc. of the 7th International FLINS Conference, Genova, Italy, August 29-31, 2006, pp. 29-31. World Scientific, Singapore (2006)
-
(2006)
Applied Artificial Intelligence. Proc. of the 7th International FLINS Conference
, pp. 29-31
-
-
Bosin, A.1
Dessi, N.2
Pes, B.3
-
6
-
-
84867577175
-
The Foundations of Cost-Sensitive Learning
-
Elkan, C.: The Foundations of Cost-Sensitive Learning. In: Proceedings of IJCAI01, pp. 973-978 (2001)
-
(2001)
Proceedings of IJCAI01
, pp. 973-978
-
-
Elkan, C.1
-
8
-
-
0001845032
-
Bootstrap Methods for the Cost-Sensitive Evaluation of Classifiers
-
Dragos, D., Margineantu, T., Dietterich, G.: Bootstrap Methods for the Cost-Sensitive Evaluation of Classifiers. ICML 2000, pp. 583-590 (2000)
-
(2000)
ICML 2000
, pp. 583-590
-
-
Dragos, D.1
Margineantu, T.2
Dietterich, G.3
-
9
-
-
1942451946
-
Optimizing Clas-sifier Performance via an Approximation to the Wilcoxon-Mann-Whitney Statistic
-
Yan, L., Dodier, R.H., Mozer, M., Wolniewicz, R.H.: Optimizing Clas-sifier Performance via an Approximation to the Wilcoxon-Mann-Whitney Statistic. ICML 2003, pp. 848-855 (2003)
-
(2003)
ICML 2003
, pp. 848-855
-
-
Yan, L.1
Dodier, R.H.2
Mozer, M.3
Wolniewicz, R.H.4
-
10
-
-
1442275185
-
Learning When Training Data are Costly: The Effect of Class Distribution on Tree Induction
-
Weiss, G.M., Provost, F.J.: Learning When Training Data are Costly: The Effect of Class Distribution on Tree Induction. J. Artif. Intell. Res (JAIR) 19, 315-354 (2003)
-
(2003)
J. Artif. Intell. Res (JAIR)
, vol.19
, pp. 315-354
-
-
Weiss, G.M.1
Provost, F.J.2
-
11
-
-
33748991193
-
Cost curves: An improved method for visualizing classifier performance
-
Drummond, C., Holte, R.C.: Cost curves: An improved method for visualizing classifier performance. Machine Learning 65(1), 95-130 (2006)
-
(2006)
Machine Learning
, vol.65
, Issue.1
, pp. 95-130
-
-
Drummond, C.1
Holte, R.C.2
-
12
-
-
19544370525
-
-
Chai, X., Deng, L., Yang, Q., Ling, CX.: Test-Cost Sensitive Naive Bayes Classification. In: Perner, P. (ed.) ICDM 2004. LNCS (LNAI), 3275, pp. 51-58. Springer, Heidelberg (2004)
-
Chai, X., Deng, L., Yang, Q., Ling, CX.: Test-Cost Sensitive Naive Bayes Classification. In: Perner, P. (ed.) ICDM 2004. LNCS (LNAI), vol. 3275, pp. 51-58. Springer, Heidelberg (2004)
-
-
-
-
13
-
-
14344258878
-
Decision trees with minimal costs
-
Ling, C.X., Yang, Q., Wang, J., Zhang, S.: Decision trees with minimal costs. ICML 2004 (2004)
-
(2004)
ICML 2004
-
-
Ling, C.X.1
Yang, Q.2
Wang, J.3
Zhang, S.4
-
14
-
-
9444266288
-
Pruning Improves Heuristic Search for CostSensitive Learning
-
Bayer Zubek, V., Dietterich, T.G.: Pruning Improves Heuristic Search for CostSensitive Learning. ICML 2002, pp. 19-26 (2002)
-
(2002)
ICML 2002
, pp. 19-26
-
-
Bayer Zubek, V.1
Dietterich, T.G.2
-
15
-
-
85099325734
-
Irrelevant features and the subset selection problem
-
San Francisco, CA
-
John, G.H., Kohavi, R., Pfleger, K.: Irrelevant features and the subset selection problem. In: Proc. Eleventh International Conference on Machine Learning, San Francisco, CA (1994)
-
(1994)
Proc. Eleventh International Conference on Machine Learning
-
-
John, G.H.1
Kohavi, R.2
Pfleger, K.3
-
17
-
-
0000646447
-
Likelihood Ratio Tests for Model Selection and non-nested Hypotheses
-
Vuong, Q.H.: Likelihood Ratio Tests for Model Selection and non-nested Hypotheses. Econometrica 57, 307-333 (1989)
-
(1989)
Econometrica
, vol.57
, pp. 307-333
-
-
Vuong, Q.H.1
-
18
-
-
0038183179
-
Testing the number of components in a normal mixture
-
Lo, Y., Mendell, N.R., Rubin, D.B.: Testing the number of components in a normal mixture. Biometrika 88, 767-778 (2001)
-
(2001)
Biometrika
, vol.88
, pp. 767-778
-
-
Lo, Y.1
Mendell, N.R.2
Rubin, D.B.3
-
19
-
-
0000120766
-
Estimating the dimension of a model
-
Schwarz, G.: Estimating the dimension of a model. Annals of Statistic 6, 461-464 (1978)
-
(1978)
Annals of Statistic
, vol.6
, pp. 461-464
-
-
Schwarz, G.1
-
21
-
-
0007982309
-
Kendall's Advanced Theory of Statistics
-
Edward Arnold
-
O'Hagan, A.: Kendall's Advanced Theory of Statistics, Vol 2B: Bayesian Inference. Edward Arnold (1994)
-
(1994)
Bayesian Inference
, vol.2 B
-
-
O'Hagan, A.1
-
22
-
-
37249042130
-
-
http://www.stjuderesearch.org/data/ALL1/
-
-
-
-
23
-
-
0032183995
-
The minimum description length principle in coding and modelling
-
Barron, A., Rissanen, J., Yu, B.: The minimum description length principle in coding and modelling. IEEE Transactions on Information Theory 44, 2743-2760 (1998)
-
(1998)
IEEE Transactions on Information Theory
, vol.44
, pp. 2743-2760
-
-
Barron, A.1
Rissanen, J.2
Yu, B.3
-
24
-
-
37249071748
-
-
Bosin, A.: Learning Bayesian Classifiers from Gene-Expression MicroArray Data. In: Bloch, I., Petrosino, A., Tettamanzi, A.G.B. (eds.) WILF 2005. LNCS (LNAI), 3849, Springer, Heidelberg (2006)
-
Bosin, A.: Learning Bayesian Classifiers from Gene-Expression MicroArray Data. In: Bloch, I., Petrosino, A., Tettamanzi, A.G.B. (eds.) WILF 2005. LNCS (LNAI), vol. 3849, Springer, Heidelberg (2006)
-
-
-
-
25
-
-
0031276011
-
Bayesian Network Classifiers
-
Friedman, N., Geiger, D., Goldszmidt, M.: Bayesian Network Classifiers. Machine Learning 29, 131-161 (1997)
-
(1997)
Machine Learning
, vol.29
, pp. 131-161
-
-
Friedman, N.1
Geiger, D.2
Goldszmidt, M.3
-
30
-
-
15844413351
-
A comprehensive evaluation of multicategory classificar tion methods for microarray gene expression cancer diagnosis
-
Statnikov, A., et al.: A comprehensive evaluation of multicategory classificar tion methods for microarray gene expression cancer diagnosis. Bioinformatics 21(5)(2005)
-
(2005)
Bioinformatics
, vol.21
, Issue.5
-
-
Statnikov, A.1
-
31
-
-
19044399684
-
Classification, sub-type discovery, and prediction of outcome in pediatric acute lymphoblastic leukemia by gene expression profiling
-
Yeoh, E.J., et al.: Classification, sub-type discovery, and prediction of outcome in pediatric acute lymphoblastic leukemia by gene expression profiling. Cancer Cell 1, 133-143 (2002)
-
(2002)
Cancer Cell
, vol.1
, pp. 133-143
-
-
Yeoh, E.J.1
-
32
-
-
11144351004
-
GenSo-FDSS: A neural-fuzzy decision support system for pedriatric ALL cancer subtype identification using gene expression data
-
Tung, W.L., Quek, C.: GenSo-FDSS: A neural-fuzzy decision support system for pedriatric ALL cancer subtype identification using gene expression data. Artificial Intelligence in Medicine 33, 61-88 (2005)
-
(2005)
Artificial Intelligence in Medicine
, vol.33
, pp. 61-88
-
-
Tung, W.L.1
Quek, C.2
|