-
1
-
-
56049091307
-
Learning to predict one or more ranks in ordinal regression tasks
-
LNAI 5211, Springer
-
J. Alonso, J. J. del Coz, J. Diez, O. Luaces, and A. Bahamonde. Learning to predict one or more ranks in ordinal regression tasks. Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD'08), LNAI 5211, pages 39-54. Springer, 2008.
-
(2008)
Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD'08)
, pp. 39-54
-
-
Alonso, J.1
Del Coz, J.J.2
Diez, J.3
Luaces, O.4
Bahamonde, A.5
-
2
-
-
18544375333
-
MLL translocations specify a distinct gene expression profile that distinguishes a unique leukemia
-
S.A. Armstrong, J.E. Staunton, L.B. Silverman, R. Pieters, M.L. den Boer, M.D. Minden, S.E. Sallan, E.S. Lander, T.R. Golub, and SJ. Korsmeyer. MLL translocations specify a distinct gene expression profile that distinguishes a unique leukemia. Nature Genetics, 30(1):41-47, 2002.
-
(2002)
Nature Genetics
, vol.30
, Issue.1
, pp. 41-47
-
-
Armstrong, S.A.1
Staunton, J.E.2
Silverman, L.B.3
Pieters, R.4
Den Boer, M.L.5
Minden, M.D.6
Sallan, S.E.7
Lander, E.S.8
Golub, T.R.9
Korsmeyer, S.J.10
-
5
-
-
0003010182
-
Verification of forecasts expressed in terms of probability
-
G.W. Brier. Verification of forecasts expressed in terms of probability. Monthly Weather Rev, 78: 1-3, 1950.
-
(1950)
Monthly Weather Rev
, vol.78
, pp. 1-3
-
-
Brier, G.W.1
-
6
-
-
0014710323
-
On optimum recognition error and reject tradeoff
-
C. Chow. On optimum recognition error and reject tradeoff. IEEE Transactions on Information Theory, 16(1):41-46, 1970.
-
(1970)
IEEE Transactions on Information Theory
, vol.16
, Issue.1
, pp. 41-46
-
-
Chow, C.1
-
7
-
-
6944251719
-
Predicting gene function in Saccharomyces cerevisiae
-
A. Clare and R.D. King. Predicting gene function in Saccharomyces cerevisiae. Bioinformatics, 19 (2):42-49, 2003.
-
(2003)
Bioinformatics
, vol.19
, Issue.2
, pp. 42-49
-
-
Clare, A.1
King, R.D.2
-
8
-
-
44649172521
-
Learning reliable classifiers from small or incomplete data sets: The Naive Credal Classifier 2
-
G. Corani and M. Zaffalon. Learning reliable classifiers from small or incomplete data sets: The Naive Credal Classifier 2. Journal of Machine Learning Research, 9:581-621, 2008a.
-
(2008)
Journal of Machine Learning Research
, vol.9
, pp. 581-621
-
-
Corani, G.1
Zaffalon, M.2
-
10
-
-
29644438050
-
Statistical comparisons of classifiers over multiple data sets
-
J. Demšar. Statistical comparisons of classifiers over multiple data sets. Journal of Machine Learning Research, 7:1-30,2006.
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 1-30
-
-
Demšar, J.1
-
11
-
-
2942564374
-
Using support vector machines for classifying large sets of multi-represented objects
-
H.R Kriegel, P. Kroger, A. Pryakhin, and M. Schubert. Using support vector machines for classifying large sets of multi-represented objects. Proc. 4th SIAM Int. Conf on Data Mining, pages 102-114, 2004.
-
(2004)
Proc. 4th SIAM Int. Conf on Data Mining
, pp. 102-114
-
-
Kriegel, H.R.1
Kroger, P.2
Pryakhin, A.3
Schubert, M.4
-
13
-
-
0037165140
-
Prediction of central nervous system embryonal tumour outcome based on gene expression
-
S. L. Pomeroy, P. Tamayo, M. Gaasenbeek, L. M. Sturla, M. Angelo, M. E. McLaughlin, J. Y. H. Kim, L. C. Goumnerova, P. M. Black, C. Lau, J. C. Allen, D. Zagzag, J. M. Olson, T. Curran, C. Wetmore, J. A. Biegel, T. Poggio, S. Mukherjee, R. Rifkin, A. Califano, G. Stolovitzky, D. N. Louis, J. P. Mesirov, E. S. Lander, and T. R. Golub. Prediction of central nervous system embryonal tumour outcome based on gene expression. Nature, 415(6870):436-442, 2002.
-
(2002)
Nature
, vol.415
, Issue.6870
, pp. 436-442
-
-
Pomeroy, S.L.1
Tamayo, P.2
Gaasenbeek, M.3
Sturla, L.M.4
Angelo, M.5
McLaughlin, M.E.6
Kim, J.Y.H.7
Goumnerova, L.C.8
Black, P.M.9
Lau, C.10
Allen, J.C.11
Zagzag, D.12
Olson, J.M.13
Curran, T.14
Wetmore, C.15
Biegel, J.A.16
Poggio, T.17
Mukherjee, S.18
Rifkin, R.19
Califano, A.20
Stolovitzky, G.21
Louis, D.N.22
Mesirov, J.P.23
Lander, E.S.24
Golub, T.R.25
more..
-
14
-
-
0347201147
-
Multiclass cancer diagnosis using tumor gene expression signatures
-
DOI 10.1073/pnas.211566398
-
S. Ramaswamy, P. Tamayo, R. Rifkin, S. Mukherjee, C.H. Yeang, M. Angelo, C. Ladd, M. Reich, E. Latulippe, J.P. Mesirov, et al. Multiclass cancer diagnosis using tumor gene expression signatures. Proceedings of the National Academy of Sciences (PNAS), 98(26): 15149-15154, 2001. (Pubitemid 34013984)
-
(2001)
Proceedings of the National Academy of Sciences of the United States of America
, 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
-
15
-
-
0034050902
-
Systematic variation in gene expression patterns in human cancer cell lines
-
D.T. Ross, U. Scherf, M.B. Eisen, C.M. Perou, C. Rees, P. Spellman, V. Iyer, S.S. Jeffrey, M. Van de Rijn, M. Waltham, et al. Systematic variation in gene expression patterns in human cancer cell lines. Nature Genetics, 24(3):227-234, 2000.
-
(2000)
Nature Genetics
, vol.24
, Issue.3
, pp. 227-234
-
-
Ross, D.T.1
Scherf, U.2
Eisen, M.B.3
Perou, C.M.4
Rees, C.5
Spellman, P.6
Iyer, V.7
Jeffrey, S.S.8
Van De Rijn, M.9
Waltham, M.10
-
17
-
-
0035845531
-
Chemosensitivity prediction by transcriptional profiling
-
J.E. Staunton, D.K. Slonim, H.A. Coller, P. Tamayo, M.J. Angelo, J. Park, U. Scherf, J.K. Lee, W.O. Reinhold, J.N. Weinstein, et al. Chemosensitivity prediction by transcriptional profiling. Proceedings of the National Academy of Sciences (PNAS), 98(19): 10787-10792, 2001.
-
(2001)
Proceedings of the National Academy of Sciences (PNAS)
, vol.98
, Issue.19
, pp. 10787-10792
-
-
Staunton, J.E.1
Slonim, D.K.2
Coller, H.A.3
Tamayo, P.4
Angelo, M.J.5
Park, J.6
Scherf, U.7
Lee, J.K.8
Reinhold, W.O.9
Weinstein, J.N.10
-
18
-
-
0035887459
-
Molecular classification of human carcinomas by use of gene expression signatures
-
A.I. Su, J.B. Welsh, L.M. Sapinoso, S.G. Kern, P. Dimitrov, H. Lapp, P. G. Schultz, S.M. Powell, C.A. Moskaluk, H.F. Frierson, and G. M. Hampton. Molecular classification of human carcinomas by use of gene expression signatures. Cancer Research, 61(20):7388-7393, 2001. (Pubitemid 32995021)
-
(2001)
Cancer Research
, vol.61
, Issue.20
, pp. 7388-7393
-
-
Su, A.I.1
Welsh, J.B.2
Sapinoso, L.M.3
Kern, S.G.4
Dimitrov, P.5
Lapp, H.6
Schultz, P.G.7
Powell, S.M.8
Moskaluk, C.A.9
Frierson Jr., H.F.10
Hampton, G.M.11
-
19
-
-
34347219009
-
Metagene projection for cross-platform, cross-species characterization of global transcriptional states
-
R Tamayo, D. Scanfeld, B.L. Ebert, M.A. Gillette, C.W.M. Roberts, and J.P. Mesirov. Metagene projection for cross-platform, cross-species characterization of global transcriptional states. Proceedings of the National Academy of Sciences (PNAS), 104(14):5959-5964, 2007.
-
(2007)
Proceedings of the National Academy of Sciences (PNAS)
, vol.104
, Issue.14
, pp. 5959-5964
-
-
Tamayo, R.1
Scanfeld, D.2
Ebert, B.L.3
Gillette, M.A.4
Roberts, C.W.M.5
Mesirov, J.P.6
-
20
-
-
27544451127
-
Simple decision rules for classifying human cancers from gene expression profiles
-
A.C. Tan, D.Q. Naiman, L. Xu, R.L. Winslow, and D. Geman. Simple decision rules for classifying human cancers from gene expression profiles. Bioinformatics, 21(20):3896-3904, 2005.
-
(2005)
Bioinformatics
, vol.21
, Issue.20
, pp. 3896-3904
-
-
Tan, A.C.1
Naiman, D.Q.2
Xu, L.3
Winslow, R.L.4
Geman, D.5
-
23
-
-
51349159085
-
Probability estimates for multi-class classification by pairwise coupling
-
August
-
T.-F. Wu, C.-J. Lin, and R. C. Weng. Probability estimates for multi-class classification by pairwise coupling. Journal of Machine Learning Research, 5:975-1005, August 2004.
-
(2004)
Journal of Machine Learning Research
, vol.5
, pp. 975-1005
-
-
Wu, T.-F.1
Lin, C.-J.2
Weng, R.C.3
-
24
-
-
19044399684
-
Classification, subtype discovery, and prediction of outcome in pediatric acute lymphoblastic leukemia by gene expression profiling
-
E.J. Yeoh, M.E. Ross, S.A. Shurtleff, W.K. Williams, D. Patel, R. Mahfouz, EG. Behm, S.C Raimondi, M.V Relling, A. Patel, C. Cheng, D. Campana, D. Wilkins, X. Zhou, J. Li, H. Liu, C-H. Pui, W. E. Evans, C. Naeve, L. Wong, and J. R. Downing. Classification, subtype discovery, and prediction of outcome in pediatric acute lymphoblastic leukemia by gene expression profiling. Cancer Cell, 1(2): 133-143,2002.
-
(2002)
Cancer Cell
, vol.1
, Issue.2
, pp. 133-143
-
-
Yeoh, E.J.1
Ross, M.E.2
Shurtleff, S.A.3
Williams, W.K.4
Patel, D.5
Mahfouz, R.6
Behm, E.G.7
Raimondi, S.C.8
Relling, M.V.9
Patel, A.10
Cheng, C.11
Campana, D.12
Wilkins, D.13
Zhou, X.14
Li, J.15
Liu, H.16
Pui, C.-H.17
Evans, W.E.18
Naeve, C.19
Wong, L.20
Downing, J.R.21
more..
-
25
-
-
1542787400
-
Multiclass classification of microarray data with repeated measurements: Application to cancer
-
K.Y. Yeung and R.E. Bumgarner. Multiclass classification of microarray data with repeated measurements: application to cancer. Genome Biology, 4(12):R83,2003.
-
(2003)
Genome Biology
, vol.4
, Issue.12
-
-
Yeung, K.Y.1
Bumgarner, R.E.2
-
26
-
-
19544362938
-
Bayesian model averaging: Development of an improved multiclass, gene selection and classification tool for microarray data
-
K.Y. Yeung, R.E. Bumgarner, and A.E. Raftery. Bayesian model averaging: development of an improved multiclass, gene selection and classification tool for microarray data. Bioinformatics, 21(10):2394-2402, 2005.
-
(2005)
Bioinformatics
, vol.21
, Issue.10
, pp. 2394-2402
-
-
Yeung, K.Y.1
Bumgarner, R.E.2
Raftery, A.E.3
|