{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T16:44:52Z","timestamp":1742921092039,"version":"3.40.3"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319257501"},{"type":"electronic","value":"9783319257518"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-25751-8_79","type":"book-chapter","created":{"date-parts":[[2015,10,24]],"date-time":"2015-10-24T16:31:19Z","timestamp":1445704279000},"page":"659-666","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["From Local to Global Communities in Large Networks Through Consensus"],"prefix":"10.1007","author":[{"given":"Mariano","family":"Tepper","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guillermo","family":"Sapiro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,10,25]]},"reference":[{"key":"79_CR1","doi-asserted-by":"crossref","unstructured":"Andersen, R., Chung, F., Lang, K.: Local graph partitioning using PageRank vectors. In: FOCS (2006)","DOI":"10.1109\/FOCS.2006.44"},{"key":"79_CR2","doi-asserted-by":"crossref","unstructured":"Blondel, V., Guillaume, J.L., Lambiotte, R., Lefebvre, E.: Fast unfolding of communities in large networks. J. Stat. Mech. 2008(10), P10008+ (2008)","DOI":"10.1088\/1742-5468\/2008\/10\/P10008"},{"key":"79_CR3","doi-asserted-by":"crossref","unstructured":"Campigotto, R., Guillaume, J.L., Seifi, M.: The power of consensus: random graphs have no communities. In: ASONAM (2013)","DOI":"10.1145\/2492517.2492650"},{"key":"79_CR4","doi-asserted-by":"publisher","first-page":"026132","DOI":"10.1103\/PhysRevE.72.026132","volume":"72","author":"A Clauset","year":"2005","unstructured":"Clauset, A.: Finding local community structure in networks. Phys. Rev. E 72, 026132 (2005)","journal-title":"Phys. Rev. E"},{"issue":"12","key":"79_CR5","doi-asserted-by":"publisher","first-page":"7821","DOI":"10.1073\/pnas.122653799","volume":"99","author":"M Girvan","year":"2002","unstructured":"Girvan, M., Newman, M.E.J.: Community structure in social and biological networks. Proc. Natl. Acad. Sci. U.S.A. 99(12), 7821\u20137826 (2002)","journal-title":"Proc. Natl. Acad. Sci. U.S.A."},{"issue":"36","key":"79_CR6","doi-asserted-by":"publisher","first-page":"14534","DOI":"10.1073\/pnas.1221839110","volume":"110","author":"P Gopalan","year":"2013","unstructured":"Gopalan, P., Blei, D.: Efficient discovery of overlapping communities in massive networks. Proc. Natl. Acad. Sci. U.S.A. 110(36), 14534\u201314539 (2013)","journal-title":"Proc. Natl. Acad. Sci. U.S.A."},{"key":"79_CR7","doi-asserted-by":"crossref","unstructured":"Lancichinetti, A., Fortunato, S.: Limits of modularity maximization in community detection. Phys. Rev. E 84(6), 066122+ (2011)","DOI":"10.1103\/PhysRevE.84.066122"},{"key":"79_CR8","doi-asserted-by":"crossref","unstructured":"Lancichinetti, A., Fortunato, S.: Consensus clustering in complex networks. Sci. Rep. 2 (2012)","DOI":"10.1038\/srep00336"},{"issue":"3","key":"79_CR9","doi-asserted-by":"publisher","first-page":"033015","DOI":"10.1088\/1367-2630\/11\/3\/033015","volume":"11","author":"A Lancichinetti","year":"2009","unstructured":"Lancichinetti, A., Fortunato, S., Kert\u00e9sz, J.: Detecting the overlapping and hierarchical community structure in complex networks. New J. of Phys. 11(3), 033015 (2009)","journal-title":"New J. of Phys."},{"key":"79_CR10","doi-asserted-by":"crossref","unstructured":"Lancichinetti, A., Fortunato, S., Radicchi, F.: Benchmark graphs for testing community detection algorithms. Phys. Rev. E 78(4) (2008)","DOI":"10.1103\/PhysRevE.78.046110"},{"key":"79_CR11","doi-asserted-by":"crossref","unstructured":"Lancichinetti, A., Radicchi, F., Ramasco, J., Fortunato, S.: Finding statistically significant communities in networks. PLoS ONE 6(4), e18961+ (2011)","DOI":"10.1371\/journal.pone.0018961"},{"issue":"4","key":"79_CR12","doi-asserted-by":"publisher","first-page":"1087","DOI":"10.1111\/j.1541-0420.2010.01392.x","volume":"66","author":"M Lee","year":"2010","unstructured":"Lee, M., Shen, H., Huang, J.Z., Marron, J.S.: Biclustering via sparse singular value decomposition. Biometrics 66(4), 1087\u20131095 (2010)","journal-title":"Biometrics"},{"key":"79_CR13","doi-asserted-by":"crossref","unstructured":"Li, T., Ding, C., Jordan, M.I.: Solving consensus and semi-supervised clustering problems using nonnegative matrix factorization. In: ICDM (2007)","DOI":"10.1109\/ICDM.2007.98"},{"key":"79_CR14","doi-asserted-by":"crossref","unstructured":"Liu, C., Yang, H., Fan, J., He, L., Wang, Y.: Distributed nonnegative matrix factorization for web-scale dyadic data analysis on mapreduce. In: WWW (2010)","DOI":"10.1145\/1772690.1772760"},{"key":"79_CR15","doi-asserted-by":"publisher","first-page":"026113","DOI":"10.1103\/PhysRevE.69.026113","volume":"69","author":"MEJ Newman","year":"2004","unstructured":"Newman, M.E.J., Girvan, M.: Finding and evaluating community structure in networks. Phys. Rev. E 69, 026113 (2004)","journal-title":"Phys. Rev. E"},{"issue":"2","key":"79_CR16","doi-asserted-by":"publisher","first-page":"493","DOI":"10.1109\/TSP.2012.2225052","volume":"61","author":"EE Papalexakis","year":"2013","unstructured":"Papalexakis, E.E., Sidiropoulos, N.D., Bro, R.: From K-Means to Higher-Way Co-Clustering: Multilinear decomposition with sparse latent factors. IEEE Trans. Signal Process. 61(2), 493\u2013506 (2013)","journal-title":"IEEE Trans. Signal Process."},{"key":"79_CR17","doi-asserted-by":"publisher","first-page":"036106","DOI":"10.1103\/PhysRevE.76.036106","volume":"76","author":"UN Raghavan","year":"2007","unstructured":"Raghavan, U.N., Albert, R., Kumara, S.: Near linear time algorithm to detect community structures in large-scale networks. Phys. Rev. E 76, 036106 (2007)","journal-title":"Phys. Rev. E"},{"key":"79_CR18","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"230","DOI":"10.1007\/978-3-642-41822-8_29","volume-title":"Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications","author":"Ignacio Ram\\\u2019\u0131rez","year":"2013","unstructured":"Ram\\\u2019\u0131rez, Ignacio, Tepper, Mariano: Bi-clustering via MDL-Based Matrix Factorization. In: Ruiz-Shulcloper, Jos\u00e9, Sanniti di Baja, Gabriella (eds.) CIARP 2013, Part I. LNCS, vol. 8258, pp. 230\u2013237. Springer, Heidelberg (2013)"},{"issue":"4","key":"79_CR19","doi-asserted-by":"publisher","first-page":"1118","DOI":"10.1073\/pnas.0706851105","volume":"105","author":"M Rosvall","year":"2008","unstructured":"Rosvall, M., Bergstrom, C.: Maps of random walks on complex networks reveal community structure. Proc. Natl. Acad. Sci. U.S.A. 105(4), 1118\u20131123 (2008)","journal-title":"Proc. Natl. Acad. Sci. U.S.A."},{"issue":"4","key":"79_CR20","doi-asserted-by":"publisher","first-page":"2488","DOI":"10.1137\/140967325","volume":"7","author":"M Tepper","year":"2014","unstructured":"Tepper, M., Sapiro, G.: A bi-clustering framework for consensus problems. SIAM J. Imaging Sci. 7(4), 2488\u20132525 (2014)","journal-title":"SIAM J. Imaging Sci."},{"issue":"03","key":"79_CR21","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1142\/S0218001411008683","volume":"25","author":"S Vega-Pons","year":"2011","unstructured":"Vega-Pons, S., Ruiz-Shulcloper, J.: A survey of clustering ensemble algorithms. Int. J. of Pattern Recognit Artif. Intell. 25(03), 337\u2013372 (2011)","journal-title":"Int. J. of Pattern Recognit Artif. Intell."},{"key":"79_CR22","doi-asserted-by":"crossref","unstructured":"Wang, L., Lou, T., Tang, J., Hopcroft, J.: Detecting community kernels in large social networks. In: ICDM (2011)","DOI":"10.1109\/ICDM.2011.48"},{"issue":"3","key":"79_CR23","doi-asserted-by":"publisher","first-page":"515","DOI":"10.1093\/biostatistics\/kxp008","volume":"10","author":"DM Witten","year":"2009","unstructured":"Witten, D.M., Tibshirani, R., Hastie, T.: A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis. Biostatistics 10(3), 515\u2013534 (2009)","journal-title":"Biostatistics"},{"key":"79_CR24","doi-asserted-by":"crossref","unstructured":"Yang, J., Leskovec, J.: Defining and evaluating network communities based on ground-truth. In: MDS (2012)","DOI":"10.1145\/2350190.2350193"}],"container-title":["Lecture Notes in Computer Science","Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-25751-8_79","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,20]],"date-time":"2019-10-20T22:43:06Z","timestamp":1571611386000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-25751-8_79"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319257501","9783319257518"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-25751-8_79","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"25 October 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}