{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T16:46:49Z","timestamp":1742921209036,"version":"3.40.3"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319453774"},{"type":"electronic","value":"9783319453781"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-45378-1_37","type":"book-chapter","created":{"date-parts":[[2016,9,8]],"date-time":"2016-09-08T05:04:15Z","timestamp":1473311055000},"page":"416-428","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Graph Clustering Using Early-Stopped Random Walks"],"prefix":"10.1007","author":[{"given":"Ma\u0142gorzata","family":"Luci\u0144ska","sequence":"first","affiliation":[]},{"given":"S\u0142awomir T.","family":"Wierzcho\u0144","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,9,9]]},"reference":[{"key":"37_CR1","doi-asserted-by":"crossref","unstructured":"Andersen, R., Chung, F.R.K., Lang, K.J.: Local graph partitioning using PageRank vectors. In: FOCS 2006, pp. 475\u2013486 (2006)","DOI":"10.1109\/FOCS.2006.44"},{"key":"37_CR2","unstructured":"Bache, K., Lichman, M.: UCI Machine Learning Repository (2013). http:\/\/archive.ics.uci.edu\/ml"},{"key":"37_CR3","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1016\/j.patrec.2013.11.005","volume":"38","author":"JZ Cao","year":"2014","unstructured":"Cao, J.Z., Chen, P., Dai, Q., Ling, B.W.K.: Local information-based fast approximate spectral clustering. Pattern Recogn. Lett. 38, 63\u201369 (2014)","journal-title":"Pattern Recogn. Lett."},{"issue":"1","key":"37_CR4","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1137\/040608635","volume":"30","author":"S van Dongen","year":"2008","unstructured":"van Dongen, S.: Graph clustering via a discrete uncoupling process. SIAM J. Matrix Anal. Appl. 30(1), 121\u2013141 (2008)","journal-title":"SIAM J. Matrix Anal. Appl."},{"issue":"7","key":"37_CR5","doi-asserted-by":"publisher","first-page":"1575","DOI":"10.1093\/nar\/30.7.1575","volume":"30","author":"AJ Enright","year":"2002","unstructured":"Enright, A.J., van Dongen, S., Ouzounis, C.A.: An efficient algorithm for large-scale detection of protein families. Nucleic Acids Res. 30(7), 1575\u20131584 (2002)","journal-title":"Nucleic Acids Res."},{"issue":"98","key":"37_CR6","doi-asserted-by":"publisher","first-page":"298","DOI":"10.21136\/CMJ.1973.101168","volume":"23","author":"M Fiedler","year":"1973","unstructured":"Fiedler, M.: Algebraic connectivity of graphs. Czechoslovak Math. J. 23(98), 298\u2013305 (1973)","journal-title":"Czechoslovak Math. J."},{"issue":"3","key":"37_CR7","doi-asserted-by":"publisher","first-page":"66","DOI":"10.1109\/2.989932","volume":"35","author":"G Flake","year":"2002","unstructured":"Flake, G., Lawrence, S., Lee Giles, C., Coetzee, F.: Self-organization and identification of Web communities. IEEE Comput. 35(3), 66\u201371 (2002)","journal-title":"IEEE Comput."},{"key":"37_CR8","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1038\/415141a","volume":"415","author":"AC Gavin","year":"2002","unstructured":"Gavin, A.C., et al.: Functional organization of the yeast protein by systematic analysis of protein complexes. Nature 415, 141\u2013147 (2002)","journal-title":"Nature"},{"issue":"12","key":"37_CR9","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. USA 99(12), 7821\u20137826 (2002)","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"37_CR10","doi-asserted-by":"publisher","first-page":"550","DOI":"10.1109\/34.291440","volume":"16","author":"JJ Hull","year":"1994","unstructured":"Hull, J.J.: A database for handwritten text recognition research. IEEE Trans. Pattern Anal. Mach. Intell. 16, 550\u2013554 (1994)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"37_CR11","unstructured":"Lov\u00e1asz, L.: Random walks on graphs: a survey, combinatorics, Paul Erd\u00f6s is Eighty 2, pp. 146 (1993)"},{"issue":"4","key":"37_CR12","doi-asserted-by":"publisher","first-page":"395","DOI":"10.1007\/s11222-007-9033-z","volume":"17","author":"U von Luxburg","year":"2007","unstructured":"von Luxburg, U.: A tutorial on spectral clustering. Stat. Comput. 17(4), 395\u2013416 (2007)","journal-title":"Stat. Comput."},{"key":"37_CR13","first-page":"2339","volume":"13","author":"M Mahoney","year":"2012","unstructured":"Mahoney, M., Orecchia, L.: A local spectral method for graphs: with applications to improving graph partitions and exploring data graphs locally. J. Mach. Learn. Res. 13, 2339\u20132365 (2012)","journal-title":"J. Mach. Learn. Res."},{"key":"37_CR14","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511809071","volume-title":"Introduction to Information Retrieval","author":"C Manning","year":"2008","unstructured":"Manning, C., Raghavan, P., Schtauze, H.: Introduction to Information Retrieval. Cambridge University Press, Cambridge (2008)"},{"key":"37_CR15","first-page":"849","volume":"14","author":"A Ng","year":"2001","unstructured":"Ng, A., Jordan, M., Weiss, Y.: On spectral clustering: analysis and an algorithm. Adv. Neural Inf. Process. Syst. 14, 849\u2013856 (2001)","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"37_CR16","unstructured":"Shi, J., Malik, J.: Normalized cuts and image segmentation. In: Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR 1997), pp. 731\u2013752. IEEE Computer Society (1997)"},{"key":"37_CR17","doi-asserted-by":"crossref","unstructured":"Spielman, D.A., Teng, S.-H.: Nearly-linear time algorithms for graph partitioning, graph sparsification, and solving linear systems. In: STOC 2004, pp. 81\u201390. ACM, New York (2004)","DOI":"10.1145\/1007352.1007372"},{"key":"37_CR18","unstructured":"Spielman, D.A., Teng, S.-H.: A local clustering algorithm for massive graphs and its application to nearly-linear time graph partitioning. CoRR, abs\/0809.3232 (2008)"},{"key":"37_CR19","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1137\/08074489X","volume":"40","author":"DA Spielman","year":"2011","unstructured":"Spielman, D.A., Teng, S.-H.: Spectral sparsification of graphs. SIAM J. Comput. 40, 18\u2013025 (2011)","journal-title":"SIAM J. Comput."},{"key":"37_CR20","unstructured":"Yann, L., Corinna, C.: The MNIST database of handwritten digits (2009). http:\/\/yannlecun.com\/exdb\/mnist\/"},{"issue":"2","key":"37_CR21","doi-asserted-by":"publisher","first-page":"331","DOI":"10.1140\/epjb\/e2004-00125-x","volume":"38","author":"F Wu","year":"2004","unstructured":"Wu, F., Huberman, B.A.: Finding communities in linear time: a physics approach. Eur. Phys. J. B 38(2), 331\u2013338 (2004)","journal-title":"Eur. Phys. J. B"},{"key":"37_CR22","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/1471-2105-10-150","volume":"10","author":"NM Zaki","year":"2009","unstructured":"Zaki, N.M., Lazarova-Molnar, S., El-Hajj, W., Campbell, P.: Protein-protein interaction based on pairwise similarity. BMC Bioinf. 10, 1\u201312 (2009)","journal-title":"BMC Bioinf."},{"key":"37_CR23","doi-asserted-by":"crossref","unstructured":"Zhang, K., Kwok, J.: Improved Nystr\u00f6m low rank approximation and error analysis. In: Proceedings of the International Conference on Machine Learning (ICML) (2008)","DOI":"10.1145\/1390156.1390311"},{"issue":"29","key":"37_CR24","doi-asserted-by":"publisher","first-page":"10052","DOI":"10.1073\/pnas.0409296102","volume":"102","author":"H Zhou","year":"2005","unstructured":"Zhou, H., Lipowsky, R.: Dynamic pattern evolution on scale-free networks. Proc. Nat. Acad. Sci. USA 102(29), 10052\u201310057 (2005)","journal-title":"Proc. Nat. Acad. Sci. USA"}],"container-title":["Lecture Notes in Computer Science","Computer Information Systems and Industrial Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-45378-1_37","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,25]],"date-time":"2024-06-25T08:07:45Z","timestamp":1719302865000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-45378-1_37"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319453774","9783319453781"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-45378-1_37","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"9 September 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CISIM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"IFIP International Conference on Computer Information Systems and Industrial Management","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Vilnius","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Lithuania","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2016","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 September 2016","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 September 2016","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"cisim2016","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}