{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T12:33:35Z","timestamp":1725453215710},"reference-count":12,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013,4]]},"DOI":"10.1109\/siu.2013.6531340","type":"proceedings-article","created":{"date-parts":[[2013,6,25]],"date-time":"2013-06-25T18:52:54Z","timestamp":1372186374000},"page":"1-4","source":"Crossref","is-referenced-by-count":0,"title":["Spectral learning of mixtures of Hidden Markov Models"],"prefix":"10.1109","author":[{"given":"Yusuf Cem","family":"Subakan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"O.","family":"Celiktutan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"A. T.","family":"Cemgil","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"B.","family":"Sankur","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"3","article-title":"Clustering sequences with hidden markov models","author":"smyth","year":"1997","journal-title":"Advances in Neural Information Processing Systems (NIPS)"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2007.898782"},{"key":"10","first-page":"849","article-title":"On spectral clustering: Analysis and an algorithm","author":"ng","year":"2001","journal-title":"Advances in Neural Information Processing Systems (NIPS)"},{"key":"1","doi-asserted-by":"publisher","DOI":"10.1109\/5.18626"},{"key":"7","article-title":"A spectral algorithm for learning hidden markov models a spectral algorithm for learning hidden markov models","author":"hsu","year":"2009","journal-title":"Journal of Computer and System Sciences"},{"key":"6","article-title":"Spectral clustering and embedding with hidden markov models","author":"jebara","year":"2007","journal-title":"Proc European Conf Machine Learning (ECML)"},{"key":"5","first-page":"17","article-title":"Clustering time series with hidden markov models and dynamic time warping","author":"oates","year":"1999","journal-title":"Proc IJCAI-99 Workshop Neural Symbolic and Reinforcement Learning Methods for Sequence Learning"},{"key":"4","article-title":"Discovering clusters in motion time-series data","author":"jonathan","year":"2003","journal-title":"Computer Vision and Pattern Recognition (CVPR)"},{"key":"9","doi-asserted-by":"crossref","DOI":"10.21236\/ADA604494","author":"anandkumar","year":"2012","journal-title":"Tensor Decompositions for Learning Latent Variable Models"},{"key":"8","article-title":"A method of moments for mixture models and hidden markov models","author":"anandkumar","year":"2012","journal-title":"Conference on Learning Theory"},{"key":"11","article-title":"A spectral algorithm for latent tree graphical models","author":"parikh","year":"2011","journal-title":"International Conference on Machine Learning (ICML)"},{"key":"12","article-title":"Documentation mocap database hdm05","author":"mu?ller","year":"2007","journal-title":"Universita?t Bonn Tech Rep CG-2007-2"}],"event":{"name":"2013 21st Signal Processing and Communications Applications Conference (SIU)","start":{"date-parts":[[2013,4,24]]},"location":"Haspolat","end":{"date-parts":[[2013,4,26]]}},"container-title":["2013 21st Signal Processing and Communications Applications Conference (SIU)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6521474\/6531159\/06531340.pdf?arnumber=6531340","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,16]],"date-time":"2019-07-16T08:31:18Z","timestamp":1563265878000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6531340\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,4]]},"references-count":12,"URL":"https:\/\/doi.org\/10.1109\/siu.2013.6531340","relation":{},"subject":[],"published":{"date-parts":[[2013,4]]}}}