{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,2]],"date-time":"2025-05-02T17:10:04Z","timestamp":1746205804927,"version":"3.40.4"},"publisher-location":"Berlin, Heidelberg","reference-count":28,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642551918"},{"type":"electronic","value":"9783642551925"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"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":[[2014]]},"DOI":"10.1007\/978-3-642-55192-5_9","type":"book-chapter","created":{"date-parts":[[2014,4,30]],"date-time":"2014-04-30T13:04:38Z","timestamp":1398863078000},"page":"111-123","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Spectral Clustering Algorithm Based on Hierarchical Method"],"prefix":"10.1007","author":[{"given":"Xiwei","family":"Chen","sequence":"first","affiliation":[]},{"given":"Li","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Dashi","family":"Luo","sequence":"additional","affiliation":[]},{"given":"Guandong","family":"Xu","sequence":"additional","affiliation":[]},{"given":"Yonggang","family":"Lu","sequence":"additional","affiliation":[]},{"given":"Ming","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Rongmin","family":"Gao","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2014,5,1]]},"reference":[{"issue":"1","key":"9_CR1","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1016\/j.patcog.2005.06.014","volume":"39","author":"H Qiu","year":"2006","unstructured":"Qiu, H., Hancock, E.R.: Graph matching and clustering using spectral partitions. J. Pattern Recogn. Soc. 39(1), 22\u201324 (2006)","journal-title":"J. Pattern Recogn. Soc."},{"issue":"2","key":"9_CR2","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1109\/TIT.1982.1056489","volume":"28","author":"PS Lloyd","year":"1982","unstructured":"Lloyd, P.S.: least squares quantization in PCM. IEEE Trans. Inf. Theory 28(2), 129\u2013137 (1982)","journal-title":"IEEE Trans. Inf. Theory"},{"key":"9_CR3","unstructured":"Bishop, C.M.: Pattern Recognition and Machine Learning, Ch. 9. Springer, New York (2006). ISBN 0-387-31073-8"},{"issue":"2","key":"9_CR4","first-page":"201","volume":"34","author":"Y Gao","year":"2007","unstructured":"Gao, Y., Gu, S., Tang, J.: Research on spectral clustering in machine learning. Comput. Sci. 34(2), 201\u2013203 (2007)","journal-title":"Comput. Sci."},{"key":"9_CR5","unstructured":"Ng, A.Y., Jordan, M., Weiss, Y.: On spectral clustering: analysis and an algorithm. In: Advances in Neural Information Processing Systems (NIPS) (2002)"},{"key":"9_CR6","doi-asserted-by":"crossref","unstructured":"Ding, S., Zhang, L., Zhang, Y.: Research on spectral clustering algorithms and prospects. In: The 2nd International Conference on Computer Engineering and Technology (ICCET), vol. 6, pp. 149\u2013153, April 2010","DOI":"10.1109\/ICCET.2010.5486345"},{"issue":"3","key":"9_CR7","doi-asserted-by":"publisher","first-page":"568","DOI":"10.1109\/TPAMI.2010.88","volume":"33","author":"WY Chen","year":"2011","unstructured":"Chen, W.Y., Song, Y., et al.: Parallel spectral clustering in distributed systems. IEEE Trans. Pattern Anal. Mach. Intell. 33(3), 568\u2013586 (2011)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"1","key":"9_CR8","first-page":"207","volume":"19","author":"C Wang","year":"2009","unstructured":"Wang, C., Wang, J., Zhen, J.: Application of spectral clustering in image retrieval. Comput. Tech. Dev. 19(1), 207\u2013210 (2009)","journal-title":"Comput. Tech. Dev."},{"key":"9_CR9","doi-asserted-by":"crossref","unstructured":"Ekin, A., Pankanti, S., Hampapur, A.: Initialization-independent spectral clustering with applications to automatic video analysis. In: IEEE International Conference on Acoustics, Speech and Signal Processing, vol. 3, pp. 641\u2013644, May 2004","DOI":"10.1109\/ICASSP.2004.1326626"},{"key":"9_CR10","doi-asserted-by":"crossref","unstructured":"Jiang, Y., Tang, C., et al.: CTSC: core-tag oriented spectral clustering algorithm on Web2.0 tags. In: The Sixth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 09), vol. 1, pp. 460\u2013464, August 2009","DOI":"10.1109\/FSKD.2009.187"},{"key":"9_CR11","doi-asserted-by":"crossref","unstructured":"Bach, F.R., Jordan, M.I.: Spectral clustering for speech separation. In: Automatic Speech and Speaker Recognition: Large Margin and Kernel, Methods, pp. 221\u2013253, January 2009","DOI":"10.1002\/9780470742044.ch13"},{"issue":"9","key":"9_CR12","first-page":"3245","volume":"7","author":"H Wang","year":"2011","unstructured":"Wang, H., Chen, J., Guo, K.: A genetic spectral clustering algorithm. J. Comput. Inf. Syst. 7(9), 3245\u20133252 (2011)","journal-title":"J. Comput. Inf. Syst."},{"issue":"8","key":"9_CR13","first-page":"1382","volume":"13","author":"W Qian","year":"2002","unstructured":"Qian, W., Zhou, A.: Analyzing popular clustering algorithms from different viewpoints. J. Softw. 13(8), 1382\u20131394 (2002)","journal-title":"J. Softw."},{"issue":"4","key":"9_CR14","first-page":"527","volume":"37","author":"Z Tian","year":"2007","unstructured":"Tian, Z., Li, X., Ju, Y.: The perturbation analysis of the spectral clustering. Chin. Sci. 37(4), 527\u2013543 (2007)","journal-title":"Chin. Sci."},{"issue":"8","key":"9_CR15","doi-asserted-by":"publisher","first-page":"888","DOI":"10.1109\/34.868688","volume":"22","author":"J Shi","year":"2000","unstructured":"Shi, J., Malik, J.: Normalized cuts and image segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 22(8), 888\u2013905 (2000)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"9_CR16","unstructured":"Meila, M., Shi, J.: Learning segmentation with random walk. In: Advances in Neural Information Processing Systems (NIPS), pp. 470\u2013477 (2001)"},{"key":"9_CR17","doi-asserted-by":"crossref","unstructured":"Yu, S., Shi, J.B.: Multiclass spectral clustering. In: Ninth IEEE International Conference on Computer Vision, vol. 1, pp. 313\u2013319, October 2003","DOI":"10.1109\/ICCV.2003.1238361"},{"issue":"1","key":"9_CR18","first-page":"54","volume":"18","author":"JC Gower","year":"1969","unstructured":"Gower, J.C., Ross, G.J.S.: Minimum spanning trees and single linkage cluster. J. Roy. Stat. Soc. Series C (Applied Statistics) 18(1), 54\u201364 (1969)","journal-title":"J. Roy. Stat. Soc. Series C (Applied Statistics)"},{"issue":"2\u20133","key":"9_CR19","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1016\/0098-3004(84)90020-7","volume":"10","author":"JC Bezdek","year":"1984","unstructured":"Bezdek, J.C., Ehrlich, R., Full, W.: FCM: the fuzzy c-means clustering algorithm. Comput. Geosci. 10(2\u20133), 191\u2013203 (1984)","journal-title":"Comput. Geosci."},{"key":"9_CR20","doi-asserted-by":"crossref","unstructured":"Zhang, X., et al.: K-AP: generating specified K clusters by efficient affinity propagation. In: IEEE 10th International Conference on Data Mining (ICDM), pp. 1187\u20131192 (2010)","DOI":"10.1109\/ICDM.2010.107"},{"issue":"1","key":"9_CR21","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1016\/j.patcog.2007.04.010","volume":"41","author":"C Hong","year":"2008","unstructured":"Hong, C., Yeung, D.Y.: Robust path-based spectral clustering. Pattern Recogn. 41(1), 191\u2013203 (2008)","journal-title":"Pattern Recogn."},{"key":"9_CR22","doi-asserted-by":"crossref","unstructured":"Gionis, A., Mannila, H., Tsaparas, P.: Clustering aggregation. In: 21st International Conference on Date of Conference, pp. 341\u2013352, April 2005","DOI":"10.1109\/ICDE.2005.34"},{"key":"9_CR23","unstructured":"http:\/\/archive.ics.uci.edu\/ml"},{"key":"9_CR24","doi-asserted-by":"publisher","first-page":"224","DOI":"10.1109\/TPAMI.1979.4766909","volume":"1","author":"DL Davies","year":"1979","unstructured":"Davies, D.L., Bouldin, D.W.: A cluster separation measure. IEEE Trans. Pattern Anal. Mach. Intell. 1, 224\u2013227 (1979)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"9_CR25","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1007\/BF01908075","volume":"2","author":"LJ Hubert","year":"1985","unstructured":"Hubert, L.J., Arabie, P.: Comparing partitions. J. Classif. 2, 193\u2013218 (1985)","journal-title":"J. Classif."},{"key":"9_CR26","unstructured":"http:\/\/en.wikipedia.org\/wiki\/Rand_index"},{"issue":"3","key":"9_CR27","doi-asserted-by":"publisher","first-page":"64","DOI":"10.1109\/MIS.2009.45","volume":"24","author":"L Cao","year":"2009","unstructured":"Cao, L., Gorodetsky, V., Mitkas, P.: Agent mining: the synergy of agents and data mining. IEEE Intell. Syst. 24(3), 64\u201372 (2009)","journal-title":"IEEE Intell. Syst."},{"issue":"9","key":"9_CR28","doi-asserted-by":"publisher","first-page":"3512","DOI":"10.1016\/j.patcog.2012.02.035","volume":"45","author":"Y Lu","year":"2012","unstructured":"Lu, Y., Wan, Y.: Clustering by sorting potential values (CSPV): a novel potential-based clustering method. Pattern Recogn. 45(9), 3512\u20133522 (2012)","journal-title":"Pattern Recogn."}],"container-title":["Lecture Notes in Computer Science","Agents and Data Mining Interaction"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-55192-5_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,2]],"date-time":"2025-05-02T16:38:17Z","timestamp":1746203897000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-642-55192-5_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783642551918","9783642551925"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-55192-5_9","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]},"assertion":[{"value":"1 May 2014","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}