C. Bouveyron, G. Celeux, and S. Girard, Intrinsic dimension estimation by maximum likelihood in isotropic probabilistic PCA, Pattern Recognition Letters, vol.32, issue.14, 2007.
DOI : 10.1016/j.patrec.2011.07.017
URL : https://hal.archives-ouvertes.fr/hal-00440372

R. B. Cattell, The Scree Test For The Number Of Factors, Multivariate Behavioral Research, vol.1, issue.2, pp.245-276, 1966.
DOI : 10.1207/s15327906mbr0102_10

S. Deerwester, S. T. Dumais, G. W. Furnas, T. K. Landauer, and R. Harshman, Indexing by latent semantic analysis, Journal of the American Society for Information Science, vol.41, issue.6, pp.391-407, 1990.
DOI : 10.1002/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9

. Greenacre, Correspondence Analysis In Practice (interdisciplinary Statistics) Chapman & Hall/crc Interdisciplinary Statistics Series, 2007.

L. Lebart, Correspondence Analysis of Graph Structure -In

. Comm, Meeting of the Psychometric Society, Bulletin Technique du CESIA, vol.2, pp.5-19, 1984.

F. R. Chung, Spectral Graph Theory, CBMS Regional Conference Series in Mathematics, 1997.
DOI : 10.1090/cbms/092

V. Luxburg and L. , A tutorial on spectral clustering, Statistics and Computing, vol.21, issue.1, p.2007
DOI : 10.1007/s11222-007-9033-z

M. Cadot, A simulation technique for extracting robust association rules, p.CSDA, 2005.
URL : https://hal.archives-ouvertes.fr/hal-00015030

M. Cadot, Extraire et valider les relations complexes en sciences humaines : statistiques, motifs et règles d'association, 2006.

B. Manly, Randomization, Bootstrap and Monte Carlo methods, 1997.

R. Fisher, THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS, Annals of Eugenics, vol.59, issue.2, pp.179-188, 1936.
DOI : 10.1111/j.1469-1809.1936.tb02137.x

A. Lelu and M. Cadot, Espace intrinsèque d'un graphe et recherche de communautés, Revue I3, vol.11, issue.1, 2011.

M. Girvan and M. E. Newman, Community structure in social and biological networks, Proc. Natl. Acad. Sci. USA 99, pp.7821-7826, 2002.
DOI : 10.1073/pnas.122653799

A. Lelu, Slimming down a high-dimensional binary datatable: relevant eigen-subspace and substantial content, In COMPSTAT, p.2010, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00462464

A. Gionis, H. Mannila, T. Mielikäinen, and P. Tsaparas, Assessing data mining results via swap randomization, ACM Trans. Knowl. Discov. Data, 2007.
DOI : 10.1145/1150402.1150424
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.141.2607

A. Roussanaly, Morph POS-Tagger: www.loria.fr/~azim; accessed on 12, 2012.

A. Lancichinetti and S. Fortunato, Benchmarks for testing community detection algorithms on directed and weighted graphs with overlapping communities, Physical Review E, vol.80, issue.1, 2009.
DOI : 10.1103/PhysRevE.80.016118