{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,4]],"date-time":"2025-10-04T08:13:08Z","timestamp":1759565588891,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":17,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642155543"},{"type":"electronic","value":"9783642155550"}],"license":[{"start":{"date-parts":[[2010,1,1]],"date-time":"2010-01-01T00:00:00Z","timestamp":1262304000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-15555-0_47","type":"book-chapter","created":{"date-parts":[[2010,9,5]],"date-time":"2010-09-05T14:56:32Z","timestamp":1283698592000},"page":"644-657","source":"Crossref","is-referenced-by-count":3,"title":["Supervised and Unsupervised Clustering with Probabilistic Shift"],"prefix":"10.1007","author":[{"given":"Sanketh","family":"Shetty","sequence":"first","affiliation":[]},{"given":"Narendra","family":"Ahuja","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"47_CR1","unstructured":"Zelnik-Manor, L., Perona, P.: Self-tuning spectral clustering. In: Advances in Neural Information Processing Systems, vol.\u00a017, pp. 1601\u20131608 (2004)"},{"key":"47_CR2","unstructured":"Ng, A., Jordan, M., Weiss, Y.: On spectral clustering: Analysis and an algorithm. In: Advances in NIPS, vol.\u00a014 (2002)"},{"key":"47_CR3","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 Transactions on Pattern Analysis and Machine Intelligence\u00a022, 888\u2013905 (2000)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"47_CR4","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\u00a024, 603\u2013619 (2002)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"3","key":"47_CR5","doi-asserted-by":"publisher","first-page":"264","DOI":"10.1145\/331499.331504","volume":"31","author":"A. Jain","year":"1999","unstructured":"Jain, A., Murty, M., Flynn, P.: Data clustering: A review. Surveys\u00a031(3), 264\u2013323 (1999)","journal-title":"Surveys"},{"key":"47_CR6","doi-asserted-by":"crossref","unstructured":"Xu, R., Wunsch, D.: Survey of clustering algorithms. IEEE Transactions on Neural Networks\u00a016 (2005)","DOI":"10.1109\/TNN.2005.845141"},{"key":"47_CR7","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1109\/TIT.1975.1055330","volume":"21","author":"K. Fukunaga","year":"1975","unstructured":"Fukunaga, K., Hostetler, L.: The estimation of the gradient of a density function, with applications in pattern recognition. IEEE Transactions on Information Theory\u00a021, 32\u201340 (1975)","journal-title":"IEEE Transactions on Information Theory"},{"key":"47_CR8","doi-asserted-by":"publisher","first-page":"936","DOI":"10.1109\/TC.1976.1674719","volume":"25","author":"W.L.G. Koontz","year":"1976","unstructured":"Koontz, W.L.G., Narendra, P.M., Fukunaga, K.: A graph-theoretic approach to nonparametric cluster analysis. IEEE Trans. Comput.\u00a025, 936\u2013944 (1976)","journal-title":"IEEE Trans. Comput."},{"key":"47_CR9","doi-asserted-by":"crossref","unstructured":"Sheikh, Y.A., Khan, E., Kanade, T.: Mode-seeking by medoidshifts. In: Eleventh IEEE International Conference on Computer Vision (2007)","DOI":"10.1109\/ICCV.2007.4408978"},{"key":"47_CR10","doi-asserted-by":"crossref","unstructured":"Shapira, L., Avidan, S., Shamir, A.: Mode-detection via median-shift. In: 2009 IEEE 12th International Conference on Computer Vision, pp. 1909\u20131916 (2009)","DOI":"10.1109\/ICCV.2009.5459423"},{"key":"47_CR11","doi-asserted-by":"crossref","unstructured":"Comaniciu, D., Ramesh, V., Meer, P.: The variable bandwidth mean shift and data-driven scale selection. In: Proceedings of Eighth IEEE International Conference on Computer Vision, ICCV 2001, vol.\u00a01, pp. 438\u2013445 (2001)","DOI":"10.1109\/ICCV.2001.937550"},{"key":"47_CR12","series-title":"CBMS Regional Conference Series in Mathematics","volume-title":"Spectral Graph Theory","author":"F.R.K. Chung","year":"1997","unstructured":"Chung, F.R.K.: Spectral Graph Theory. CBMS Regional Conference Series in Mathematics, vol.\u00a092. American Mathematical Society, Providence (1997)"},{"key":"47_CR13","unstructured":"Maila, M., Shi, J.: A random walks view of spectral segmentation. In: AI and STATISTICS (AISTATS) (2001)"},{"key":"47_CR14","doi-asserted-by":"crossref","unstructured":"Nadler, B., Galun, M.: Fundamental limitations of spectral clustering. In: Advances in NIPS, pp. 1017\u20131024 (2007)","DOI":"10.7551\/mitpress\/7503.003.0132"},{"key":"47_CR15","doi-asserted-by":"crossref","first-page":"1211","DOI":"10.1109\/34.546258","volume":"18","author":"N. Ahuja","year":"1996","unstructured":"Ahuja, N.: A transform for multiscale image segmentation by integrated edge and region detection. PAMI\u00a018, 1211\u20131235 (1996)","journal-title":"PAMI"},{"key":"47_CR16","volume-title":"Nonparametric Statistical Inference","author":"J.D. Gibbons","year":"1985","unstructured":"Gibbons, J.D.: Nonparametric Statistical Inference. Marcel Dekker, New York (1985)"},{"key":"47_CR17","doi-asserted-by":"crossref","unstructured":"Shetty, S., Ahuja, N.: A uniformity criterion and algorithm for data clustering. In: Proceedings of the 19th ICPR (2008)","DOI":"10.1109\/ICPR.2008.4761239"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ECCV 2010"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-15555-0_47","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,25]],"date-time":"2025-02-25T15:32:36Z","timestamp":1740497556000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-15555-0_47"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642155543","9783642155550"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-15555-0_47","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}