Skip to main content
banner image
No data available.
Please log in to see this content.
You have no subscription access to this content.
No metrics data to plot.
The attempt to load metrics for this article has failed.
The attempt to plot a graph for these metrics has failed.
The full text of this article is not currently available.
/content/aip/journal/chaos/21/1/10.1063/1.3560932
1.
1. A. Arenas, A. Fernández, and S. Gómez, New J. Phys. 10, 053039 (2008).
http://dx.doi.org/10.1088/1367-2630/10/5/053039
2.
2. S. H. Strogatz, Nature (London) 410, 268 (2001).
http://dx.doi.org/10.1038/35065725
3.
3. C. M. Song, S. Havlin, and H. A. Makse, Nature (London) 433, 392 (2005).
http://dx.doi.org/10.1038/nature03248
4.
4. A.-L. Barabási, Science 308, 639 (2005).
http://dx.doi.org/10.1126/science.1112554
5.
5. M. Girvan and M. E. J. Newman, Proc. Natl. Acad. Sci. U.S.A. 99, 7821 (2002).
http://dx.doi.org/10.1073/pnas.122653799
6.
6. R. Guimerà and L. A. N. Amaral, Nature (London) 433, 895 (2005).
http://dx.doi.org/10.1038/nature03288
7.
7. M. E. J. Newman and M. Girvan, Phys. Rev. E 69, 026113 (2004).
http://dx.doi.org/10.1103/PhysRevE.69.026113
8.
8. M. E. J. Newman, Phys. Rev. E 70, 056131 (2004).
http://dx.doi.org/10.1103/PhysRevE.70.056131
9.
9. E. T. Bell, Am. Math. Monthly 41, 411 (1934).
http://dx.doi.org/10.2307/2300300
10.
10. U. Brandes, D. Delling, M. Gaertler, R. Goerke, M. Hoefer, Z. Nikoloski, and D. Wagner, IEEE Trans. Knowl. Data Eng. 20, 172 (2008).
http://dx.doi.org/10.1109/TKDE.2007.190689
11.
11. M. E. J. Newman, Phys. Rev. E 69, 066133 (2004).
http://dx.doi.org/10.1103/PhysRevE.69.066133
12.
12. A. Clauset, M. E. J. Newman, and C. Moore, Phys. Rev. E 70, 066111 (2004).
http://dx.doi.org/10.1103/PhysRevE.70.066111
13.
13. R. Guimerà and L. A. N. Amaral, J. Stat. Mech. 2005, P02001.
http://dx.doi.org/10.1088/1742-5468/2005/02/P02001
14.
14. J. Duch and A. Arenas, Phys. Rev. E 72, 027104 (2005).
http://dx.doi.org/10.1103/PhysRevE.72.027104
15.
15. J. M. Pujol, J. Béjar, and J. Delgado, Phys. Rev. E 74, 016107 (2006).
http://dx.doi.org/10.1103/PhysRevE.74.016107
16.
16. M. E. J. Newman, Proc. Natl. Acad. Sci. U.S.A. 103, 8577 (2006).
http://dx.doi.org/10.1073/pnas.0601602103
17.
17. S. Fortunato, Phys. Rep. 486, 75 (2010).
http://dx.doi.org/10.1016/j.physrep.2009.11.002
18.
18. L. Danon, A. Díaz-Guilera, J. Duch, and A. Arenas, J. Stat. Mech. 2005, P09008.
http://dx.doi.org/10.1088/1742-5468/2005/09/P09008
19.
19. S. Fortunato and M. Barthélemy, Proc. Natl. Acad. Sci. U.S.A. 104, 36 (2007).
http://dx.doi.org/10.1073/pnas.0605965104
20.
20. B. H. Good, Y -Al. Montjoye, and A. Clauset, Phys. Rev. E 81, 046106 (2010).
http://dx.doi.org/10.1103/PhysRevE.81.046106
21.
21. S. Gómez, P. Jensen, and A. Arenas, Phys. Rev. E 80, 016114 (2009).
http://dx.doi.org/10.1103/PhysRevE.80.016114
22.
22. A. Arenas, J. Duch, A. Fernández, and S. Gómez, New J. Phys. 9, 176 (2007).
http://dx.doi.org/10.1088/1367-2630/9/6/176
23.
23. E. Ravasz and A.-L. Barabasi, Phys. Rev. E 67, 026112 (2003).
http://dx.doi.org/10.1103/PhysRevE.67.026112
24.
24. A. Arenas, A. Díaz-Guilera, and C. J. Perez-Vicente, Physica D 224 27 (2006).
http://dx.doi.org/10.1016/j.physd.2006.09.029
25.
25. See http://deim.urv.cat/sgomez/radatools.php Toolbox for community detection.
26.
26. J. G. White, E. Southgate, J. N. Thompson, and S. Brenner, Philos. Trans. R. Soc. London, Ser. B 314, 1 (1986).
http://dx.doi.org/10.1098/rstb.1986.0056
27.
27. R. K. Pan, N. Chatterjee, and S. Sinha, PLoS ONE 5, e9240 (2010).
http://dx.doi.org/10.1371/journal.pone.0009240.g001
28.
28. D. J. Watts and S. H. Strogatz, Nature (London) 393, 440 (1998).
http://dx.doi.org/10.1038/30918
29.
29. A. Arenas, A. Fernández, and S. Gómez, Lect. Notes Comput. Sci. 5151, 9 (2008).
http://dx.doi.org/10.1007/978-3-540-92191-2_2
30.
30. Z. F. Altun and d. H. Hall, editors, WormAtlas (2002–2006). See http://www.wormatlas.org.
31.
31. R. M. Durbin, “Studies on the Development and Organisation of the Nervous System of Caenorhabditis elegans,” Ph.D. thesis (University of Cambridge, 1987).
32.
32. G. Gan, C. Ma, and J. Wu, Data Clustering: Theory, Algorithms, and Applications, ASA-SIAM Series on Statistics and Applied Probability, 20 (SIAM Philadelphia ASA, Alexandria, VA, 2007).
33.
33. A. K. Jain, M. N. Murty, and P. J. Flynn, ACM Comput. Surv. 31, 3 (1999).
http://dx.doi.org/10.1145/331499.331504
34.
34. R. A. Fisher, Ann. Eugen. 7, 179 (1936).
35.
35. S. K. Pal and J. Basak, IEEE Trans. Neural Netw. 11, 366 (2000).
http://dx.doi.org/10.1109/72.839007
http://aip.metastore.ingenta.com/content/aip/journal/chaos/21/1/10.1063/1.3560932
Loading
/content/aip/journal/chaos/21/1/10.1063/1.3560932
Loading

Data & Media loading...

Loading

Article metrics loading...

/content/aip/journal/chaos/21/1/10.1063/1.3560932
2011-03-29
2016-09-28

Abstract

We investigate the adaptation and performance of modularity-based algorithms, designed in the scope of complex networks, to analyze the mesoscopic structure of correlation matrices. Using a multiresolution analysis, we are able to describe the structure of the data in terms of clusters at different topological levels. We demonstrate the applicability of our findings in two different scenarios: to analyze the neural connectivity of the nematode Caenorhabditis elegans and to automatically classify a typical benchmark of unsupervised clustering, the Iris dataset, with considerable success.

Loading

Full text loading...

/deliver/fulltext/aip/journal/chaos/21/1/1.3560932.html;jsessionid=iEcqQt3Tf8D7AKAyyCJNDihV.x-aip-live-02?itemId=/content/aip/journal/chaos/21/1/10.1063/1.3560932&mimeType=html&fmt=ahah&containerItemId=content/aip/journal/chaos
true
true

Access Key

  • FFree Content
  • OAOpen Access Content
  • SSubscribed Content
  • TFree Trial Content
752b84549af89a08dbdd7fdb8b9568b5 journal.articlezxybnytfddd
/content/realmedia?fmt=ahah&adPositionList=
&advertTargetUrl=//oascentral.aip.org/RealMedia/ads/&sitePageValue=chaos.aip.org/21/1/10.1063/1.3560932&pageURL=http://scitation.aip.org/content/aip/journal/chaos/21/1/10.1063/1.3560932'
Right1,Right2,Right3,