-
1
-
-
0000459353
-
The Lack of A Priori Distinctions Between Learning Algorithms
-
Wolpert, D.H.: The Lack of A Priori Distinctions Between Learning Algorithms. Neural Computation 8, 1341–1390 (1996)
-
(1996)
Neural Computation
, vol.8
, pp. 1341-1390
-
-
Wolpert, D.H.1
-
2
-
-
34250115918
-
An examination of procedures for determining the number of clusters in a data set
-
Milligan, G.W., Cooper, M.C.: An examination of procedures for determining the number of clusters in a data set. Psychometrika 50, 159–179 (1985)
-
(1985)
Psychometrika
, vol.50
, pp. 159-179
-
-
Milligan, G.W.1
Cooper, M.C.2
-
4
-
-
0038724494
-
Consensus Clustering: A Resampling-Based Method for Class Discovery and Visualization of Gene Expression Microarray Data
-
Monti, S., Tamayo, P., Mesirov, J., Golub, T.: Consensus Clustering: A Resampling-Based Method for Class Discovery and Visualization of Gene Expression Microarray Data. Machine Learning 52, 91–118 (2003)
-
(2003)
Machine Learning
, vol.52
, pp. 91-118
-
-
Monti, S.1
Tamayo, P.2
Mesirov, J.3
Golub, T.4
-
5
-
-
33847172327
-
Clustering by Passing Messages Between Data Points
-
Frey, B.J., Dueck, D.: Clustering by Passing Messages Between Data Points. Science 315, 972–976 (2007)
-
(2007)
Science
, vol.315
, pp. 972-976
-
-
Frey, B.J.1
Dueck, D.2
-
6
-
-
84949971933
-
-
Frey Lab, Probabilistic and Statistical Inference Group, University of Toronto
-
Frey Lab, Probabilistic and Statistical Inference Group, University of Toronto. http://www.psi.toronto.edu/affinitypropagation
-
-
-
-
7
-
-
79951743719
-
K-AP: Generating Specified K Clusters by efficient affinity propagation
-
Zhang, X., Wang, W., Nørvag, K., Sebag, M.: K-AP: Generating Specified K Clusters by efficient affinity propagation. In: 2010 IEEE 10th International Conference on Data Mining (ICDM), pp. 1187–1192 (2010)
-
(2010)
2010 IEEE 10Th International Conference on Data Mining (ICDM
, pp. 1187-1192
-
-
Zhang, X.1
Wang, W.2
Nørvag, K.3
Sebag, M.4
-
8
-
-
40049099114
-
Defining clusters from a hierarchical cluster tree: The Dynamic Tree Cut package for R
-
Langfelder, P., Zhang, B., Horvath, S.: Defining clusters from a hierarchical cluster tree: the Dynamic Tree Cut package for R. Bioinformatics 24, 719–720 (2008)
-
(2008)
Bioinformatics
, vol.24
, pp. 719-720
-
-
Langfelder, P.1
Zhang, B.2
Horvath, S.3
-
9
-
-
77954182362
-
ConsensusClusterPlus: A class discovery tool with confidence assessments and item tracking
-
Wilkerson, M.D., Hayes, D.N.: ConsensusClusterPlus: a class discovery tool with confidence assessments and item tracking. Bioinformatics 26, 1572–1573 (2010)
-
(2010)
Bioinformatics
, vol.26
, pp. 1572-1573
-
-
Wilkerson, M.D.1
Hayes, D.N.2
-
10
-
-
1942517297
-
Random projection for high dimensional data clustering: A cluster ensemble approach
-
Fern, X.Z., Brodley, C.E.: Random projection for high dimensional data clustering: A cluster ensemble approach. In: ICML, vol. 3, pp. 186–193 (2003)
-
(2003)
ICML
, vol.3
, pp. 186-193
-
-
Fern, X.Z.1
Brodley, C.E.2
-
11
-
-
0001654702
-
Extensions of Lipschitz mappings into a Hilbert space
-
Johnson, W.B., Lindenstrauss, J.: Extensions of Lipschitz mappings into a Hilbert space. Contemporary Mathematics 26(1), 189–206 (1984)
-
(1984)
Contemporary Mathematics
, vol.26
, Issue.1
, pp. 189-206
-
-
Johnson, W.B.1
Lindenstrauss, J.2
-
12
-
-
33745804068
-
Ensembles based on random projections to improve the accuracy of clustering algorithms
-
In: Apolloni, B., Marinaro, M., Nicosia, G., Tagliaferri, R. (eds.), Springer, Heidelberg
-
Bertoni, A., Valentini, G.: Ensembles based on random projections to improve the accuracy of clustering algorithms. In: Apolloni, B., Marinaro, M., Nicosia, G., Tagliaferri, R. (eds.) WIRN/NAIS 2005. LNCS, vol. 3931, pp. 31–37. Springer, Heidelberg (2006)
-
(2006)
WIRN/NAIS 2005. LNCS
, vol.3931
, pp. 31-37
-
-
Bertoni, A.1
Valentini, G.2
-
14
-
-
77958118466
-
LinkCluE: A MATLAB package for link-based cluster ensembles
-
Iamon, N., Garrett, S.: LinkCluE: A MATLAB package for link-based cluster ensembles. J. Stat. Software 36(9), 1–36 (2010)
-
(2010)
J. Stat. Software
, vol.36
, Issue.9
, pp. 1-36
-
-
Iamon, N.1
Garrett, S.2
-
15
-
-
80052223077
-
MicroRNA-Associated Progression Pathways and Potential Therapeutic Targets Identified by Integrated mRNA and microRNA Expression Profiling in Breast Cancer
-
Buffa, F.M., Camps, C., Winchester, L., Snell, C.E., Gee, H.E., Sheldon, H., Taylor, M., Harris, A.L., Ragoussis, J.: microRNA-Associated Progression Pathways and Potential Therapeutic Targets Identified by Integrated mRNA and microRNA Expression Profiling in Breast Cancer. Cancer Res. 71, 5635–5645 (2011)
-
(2011)
Cancer Res
, vol.71
, pp. 5635-5645
-
-
Buffa, F.M.1
Camps, C.2
Winchester, L.3
Snell, C.E.4
Gee, H.E.5
Sheldon, H.6
Taylor, M.7
Harris, A.L.8
Ragoussis, J.9
-
16
-
-
84949958734
-
-
Gene Expression Omnibus (GEO)
-
Gene Expression Omnibus (GEO). http://www.ncbi.nlm.nih.gov/geo/
-
-
-
-
17
-
-
84949966025
-
-
Tcga Genome Atlas
-
Tcga Genome Atlas. https://tcga-data.ncl.nih.gov/tcga/
-
-
-
-
18
-
-
84939481400
-
MVDA: A multi-view genomic data integration methodology
-
Serra, A., Fratello, M., Fortino, V., Raiconi, G., Tagliaferri R., Greco, D.: MVDA: a multi-view genomic data integration methodology. BMC Bioinformatics 2015 16, 261 (2015)
-
(2015)
BMC Bioinformatics
, vol.2015
, Issue.16
, pp. 261
-
-
Serra, A.1
Fratello, M.2
Fortino, V.3
Raiconi, G.4
Tagliaferri, R.5
Greco, D.6
-
19
-
-
84949961940
-
A comparison between Affinity Propagation and assessment based methods in finding the best number of clusters
-
In: Di Serio, C., Li, P., Richardson, S., Tagliaferri, R. (eds.), Cambridge, June 2014. 978-88- 906437-4-3
-
Galdi, P., Napolitano, F., Tagliaferri, R.: A comparison between Affinity Propagation and assessment based methods in finding the best number of clusters. In: Di Serio, C., Li, P., Richardson, S., Tagliaferri, R. (eds.) Proceedings of Eleventh International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics (CIBB 2014), Cambridge, pp. 978–988, June 2014. ISBN: 978-88- 906437-4-3
-
Proceedings of Eleventh International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics (CIBB 2014)
, pp. 978-988
-
-
Galdi, P.1
Napolitano, F.2
Tagliaferri, R.3
-
21
-
-
57749206390
-
Robust clustering by aggregation and intersection methods
-
In: Lovrek, I., Howlett, R.J., Jain, L.C. (eds.), Springer, Heidelberg
-
Bifulco, I., Fedullo, C., Napolitano, F., Raiconi, G., Tagliaferri, R.: Robust clustering by aggregation and intersection methods. In: Lovrek, I., Howlett, R.J., Jain, L.C. (eds.) KES 2008, Part III. LNCS (LNAI), vol. 5179, pp. 732–739. Springer, Heidelberg (2008)
-
(2008)
KES 2008, Part III. LNCS (LNAI
, vol.5179
, pp. 732-739
-
-
Bifulco, I.1
Fedullo, C.2
Napolitano, F.3
Raiconi, G.4
Tagliaferri, R.5
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