{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,24]],"date-time":"2026-07-24T01:13:46Z","timestamp":1784855626907,"version":"3.55.0"},"publisher-location":"Berlin, Heidelberg","reference-count":13,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540749578","type":"print"},{"value":"9783540749585","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-74958-5_18","type":"book-chapter","created":{"date-parts":[[2007,9,7]],"date-time":"2007-09-07T16:33:00Z","timestamp":1189182780000},"page":"164-175","source":"Crossref","is-referenced-by-count":25,"title":["Spectral Clustering and Embedding with Hidden Markov Models"],"prefix":"10.1007","author":[{"given":"Tony","family":"Jebara","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yingbo","family":"Song","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kapil","family":"Thadani","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","reference":[{"key":"18_CR1","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-1732-9","volume-title":"Practical Nonparametric & Semiparametric Bayesian Statistics","author":"D. Dey","year":"1998","unstructured":"Dey, D.: Practical Nonparametric & Semiparametric Bayesian Statistics, vol.\u00a0133. Springer, Heidelberg (1998)"},{"key":"18_CR2","doi-asserted-by":"crossref","unstructured":"Hoti, F., Holstrom, L.: A semiparametric density estimation approach to pattern classification. Pattern Recognition\u00a0(2004)","DOI":"10.1016\/j.patcog.2003.08.004"},{"key":"18_CR3","unstructured":"Tim Oates, L.F., Cohen, P.R.: Clustering time series with hidden Markov models and dynamic time warping. In: IJCAI-99 Workshop on Neural, Symbolic and Reinforcement Learning Methods for Sequence Learning (1998)"},{"key":"18_CR4","unstructured":"Smyth, P.: Clustering sequences with hidden Markov models. In: Advances in Neural Information Processing Systems, pp. 648\u2013654 (1997)"},{"key":"18_CR5","doi-asserted-by":"crossref","unstructured":"Alon, J., Sclaroff, S., Kollios, G., Pavlovic, V.: Discovering clusters in motion time-series data. IEEE Computer Vision and Pattern Recognition\u00a0(2003)","DOI":"10.1109\/CVPR.2003.1211378"},{"key":"18_CR6","unstructured":"Shental, N., Zomet, A., Hertz, T., Weiss, Y.: Pairwise clustering and graphical models. In: Advances in Neural Information Processing Systems (2003)"},{"key":"18_CR7","unstructured":"Ng, A., Jordan, M., Weiss, Y.: On Spectral Clustering: Analysis and an algorithm. In: Advances in Neural Information Processing Systems (2001)"},{"key":"18_CR8","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":"18_CR9","first-page":"819","volume":"5","author":"T. Jebara","year":"2004","unstructured":"Jebara, T., Kondor, R., Howard, A.: Probability product kernels. Journal of Machine Learning Research\u00a05, 819\u2013844 (2004)","journal-title":"Journal of Machine Learning Research"},{"key":"18_CR10","volume-title":"Proceedings of the Fifth IEEE International Conference on Data Mining (ICDM 2005)","author":"J. Yin","year":"2005","unstructured":"Yin, J., Yang, Q.: Integrating hidden Markov models and spectral analysis for sensory timeseries clustering. In: Proceedings of the Fifth IEEE International Conference on Data Mining (ICDM 2005), IEEE Computer Society Press, Los Alamitos (2005)"},{"key":"18_CR11","unstructured":"Biadsy, F., El-Sana, J., Habash, N.: Online arabic handwriting recognition using hidden Markov models. In: The 10th International Workshop on Frontiers of Handwriting Recognition (2006)"},{"key":"18_CR12","doi-asserted-by":"crossref","unstructured":"Kruskal, J.B., Wish, M.: Multidimensional Scaling. In: Quantitative Application in the Social Sciences, Sage University Paper (1978)","DOI":"10.4135\/9781412985130"},{"issue":"1","key":"18_CR13","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1007\/s11263-005-4939-z","volume":"70","author":"K.Q. Weinberger","year":"2006","unstructured":"Weinberger, K.Q., Saul, L.K.: Unsupervised learning of image manifolds by semidefinite programming. International Journal of Computer Vision\u00a070(1), 77\u201390 (2006)","journal-title":"International Journal of Computer Vision"}],"container-title":["Lecture Notes in Computer Science","Machine Learning: ECML 2007"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-74958-5_18.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,27]],"date-time":"2021-04-27T10:48:28Z","timestamp":1619520508000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-74958-5_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540749578","9783540749585"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-74958-5_18","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[]}}