{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,28]],"date-time":"2025-05-28T12:40:02Z","timestamp":1748436002837,"version":"3.41.0"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319196640"},{"type":"electronic","value":"9783319196657"}],"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\/978-3-319-19665-7_15","type":"book-chapter","created":{"date-parts":[[2015,6,8]],"date-time":"2015-06-08T04:46:53Z","timestamp":1433738813000},"page":"175-186","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Consensus Clustering Using kNN Mode Seeking"],"prefix":"10.1007","author":[{"given":"Jonas Nordhaug","family":"Myhre","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Karl \u00d8yvind","family":"Mikalsen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sigurd","family":"L\u00f8kse","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Robert","family":"Jenssen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,6,9]]},"reference":[{"key":"15_CR1","unstructured":"Agersborg, J., Jenssen, R.: Mean shift spectral clustering using kernel entropy component analysis. In: Proceedings of IEEE Workshop on Machine Learning for Signal Processing, Reims, France, September 21-24, 2014"},{"key":"15_CR2","unstructured":"Bache, K., Lichman, M.: UCI machine learning repository (2013). http:\/\/archive.ics.uci.edu\/ml"},{"key":"15_CR3","unstructured":"Bishop, C.M.: Pattern Recognition and Machine Learning. Springer (2006)"},{"issue":"8","key":"15_CR4","doi-asserted-by":"publisher","first-page":"790","DOI":"10.1109\/34.400568","volume":"17","author":"Y Cheng","year":"1995","unstructured":"Cheng, Y.: Mean shift, mode seeking, and clustering. IEEE Transactions on Pattern Analysis and Machine Intelligence 17(8), 790\u2013799 (1995)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"5","key":"15_CR5","doi-asserted-by":"publisher","first-page":"603","DOI":"10.1109\/34.1000236","volume":"24","author":"D Comaniciu","year":"2002","unstructured":"Comaniciu, D., Meer, P.: Mean shift: A robust approach toward feature space analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence 24(5), 603\u2013619 (2002)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"5","key":"15_CR6","doi-asserted-by":"publisher","first-page":"564","DOI":"10.1109\/TPAMI.2003.1195991","volume":"25","author":"D Comaniciu","year":"2003","unstructured":"Comaniciu, D., Ramesh, V., Meer, P.: Kernel-based object tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence 25(5), 564\u2013577 (2003)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"15_CR7","volume-title":"Pattern Classification","author":"RO Duda","year":"2001","unstructured":"Duda, R.O., Hart, P.E., Stork, D.G.: Pattern Classification, 2nd edn. John Wiley & Sons, New York (2001)","edition":"2"},{"key":"15_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1007\/978-3-642-34166-3_6","volume-title":"Structural, Syntactic, and Statistical Pattern Recognition","author":"RPW Duin","year":"2012","unstructured":"Duin, R.P.W., Fred, A.L.N., Loog, M., P\u0119kalska, E.: Mode seeking clustering by knn and mean shift evaluated. In: Gimel\u2019farb, G., Hancock, E., Imiya, A., Kuijper, A., Kudo, M., Omachi, S., Windeatt, T., Yamada, K. (eds.) SSPR & SPR 2012. LNCS, vol. 7626, pp. 51\u201359. Springer, Heidelberg (2012)"},{"key":"15_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"309","DOI":"10.1007\/3-540-48219-9_31","volume-title":"Multiple Classifier Systems","author":"A Fred","year":"2001","unstructured":"Fred, A.: Finding consistent clusters in data partitions. In: Kittler, J., Roli, F. (eds.) MCS 2001. LNCS, vol. 2096, pp. 309\u2013318. Springer, Heidelberg (2001)"},{"key":"15_CR10","doi-asserted-by":"crossref","unstructured":"Fred, A.L.N., Jain, A.K.: Data clustering using evidence accumulation. In: Proceedings of the 16th International Conference on Pattern Recognition, vol. 4, pp. 276\u2013280. IEEE (2002)","DOI":"10.1109\/ICPR.2002.1047450"},{"key":"15_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"442","DOI":"10.1007\/3-540-70659-3_46","volume-title":"Structural, Syntactic, and Statistical Pattern Recognition","author":"A Fred","year":"2002","unstructured":"Fred, A., Jain, A.K.: Evidence accumulation clustering based on the k-means algorithm. In: Caelli, T., Amin, A., Duin, R.P.W., de Ridder, D., Kamel, M. (eds.) SSPR&SPR 2002. LNCS, vol. 2396, pp. 442\u2013451. Springer, Heidelberg (2002)"},{"issue":"6","key":"15_CR12","doi-asserted-by":"publisher","first-page":"835","DOI":"10.1109\/TPAMI.2005.113","volume":"27","author":"ALN Fred","year":"2005","unstructured":"Fred, A.L.N., Jain, A.K.: Combining multiple clusterings using evidence accumulation. IEEE Transactions on Pattern Analysis and Machine Intelligence 27(6), 835\u2013850 (2005)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"1","key":"15_CR13","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1109\/TIT.1975.1055330","volume":"21","author":"K Fukunaga","year":"2006","unstructured":"Fukunaga, K., Hostetler, L.: The estimation of the gradient of a density function, with applications in pattern recognition. IEEE Trans. Inf. Theor. 21(1), 32\u201340 (2006)","journal-title":"IEEE Trans. Inf. Theor."},{"key":"15_CR14","doi-asserted-by":"crossref","unstructured":"Georgescu, B., Shimshoni, I., Meer, P.: Mean shift based clustering in high dimensions: a texture classification example. In: Proceedings of the Ninth IEEE International Conference on Computer Vision, pp. 456\u2013463. IEEE (2003)","DOI":"10.1109\/ICCV.2003.1238382"},{"issue":"5","key":"15_CR15","doi-asserted-by":"publisher","first-page":"847","DOI":"10.1109\/TPAMI.2009.100","volume":"33","author":"R Jenssen","year":"2010","unstructured":"Jenssen, R.: Kernel Entropy Component Analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence 33(5), 847\u2013860 (2010)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"11","key":"15_CR16","doi-asserted-by":"publisher","first-page":"2278","DOI":"10.1109\/5.726791","volume":"86","author":"Y LeCun","year":"1998","unstructured":"LeCun, Y., Bottou, L., Bengio, Y., Haffner, P.: Gradient-based learning applied to document recognition. Proceedings of the IEEE 86(11), 2278\u20132324 (1998)","journal-title":"Proceedings of the IEEE"},{"key":"15_CR17","first-page":"849","volume":"2","author":"AY Ng","year":"2002","unstructured":"Ng, A.Y., Jordan, M.I., Weiss, Y., et al.: On spectral clustering: Analysis and an algorithm. Advances in Neural Information Processing Systems 2, 849\u2013856 (2002)","journal-title":"Advances in Neural Information Processing Systems"},{"issue":"6","key":"15_CR18","doi-asserted-by":"publisher","first-page":"1924","DOI":"10.1016\/j.patcog.2007.09.009","volume":"41","author":"U Ozertem","year":"2008","unstructured":"Ozertem, U., Erdogmus, D., Jenssen, R.: Mean shift spectral clustering. Pattern Recognition 41(6), 1924\u20131938 (2008)","journal-title":"Pattern Recognition"},{"key":"15_CR19","first-page":"265","volume":"1","author":"JC Principe","year":"2000","unstructured":"Principe, J.C., Xu, D., Fisher, J.: Information theoretic learning. Unsupervised Adaptive Filtering 1, 265\u2013319 (2000)","journal-title":"Unsupervised Adaptive Filtering"},{"issue":"1","key":"15_CR20","doi-asserted-by":"publisher","first-page":"116","DOI":"10.1145\/2398356.2398381","volume":"56","author":"J Shotton","year":"2013","unstructured":"Shotton, J., Sharp, T., Kipman, A., Fitzgibbon, A., Finocchio, M., Blake, A., Cook, M., Moore, R.: Real-Time Human Pose Recognition in Parts from Single Depth Images. Communications of the ACM 56(1), 116\u2013124 (2013)","journal-title":"Communications of the ACM"},{"key":"15_CR21","volume-title":"Pattern Recognition","author":"S Theodoridis","year":"2009","unstructured":"Theodoridis, S., Koutroumbas, K.: Pattern Recognition, 4th edn. Academic Press, San Diego (2009)","edition":"4"},{"issue":"9","key":"15_CR22","doi-asserted-by":"publisher","first-page":"3070","DOI":"10.1016\/j.patcog.2014.03.018","volume":"47","author":"VV Vikjord","year":"2014","unstructured":"Vikjord, V.V., Jenssen, R.: Information theoretic clustering using a k-nearest neighbors approach. Pattern Recognition 47(9), 3070\u20133081 (2014)","journal-title":"Pattern Recognition"},{"issue":"4","key":"15_CR23","doi-asserted-by":"publisher","first-page":"395","DOI":"10.1007\/s11222-007-9033-z","volume":"17","author":"U Luxburg von","year":"2007","unstructured":"von Luxburg, U.: A Tutorial on Spectral Clustering. Statistics and Computing 17(4), 395\u2013416 (2007)","journal-title":"Statistics and Computing"}],"container-title":["Lecture Notes in Computer Science","Image Analysis"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-19665-7_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,28]],"date-time":"2025-05-28T12:01:14Z","timestamp":1748433674000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-19665-7_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319196640","9783319196657"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-19665-7_15","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":"9 June 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}