{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,16]],"date-time":"2024-09-16T14:04:04Z","timestamp":1726495444936},"reference-count":28,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,5]]},"DOI":"10.1109\/fg.2019.8756618","type":"proceedings-article","created":{"date-parts":[[2019,7,12]],"date-time":"2019-07-12T00:15:37Z","timestamp":1562890537000},"page":"1-5","source":"Crossref","is-referenced-by-count":10,"title":["Time-series Clustering with Jointly Learning Deep Representations, Clusters and Temporal Boundaries"],"prefix":"10.1109","author":[{"given":"Panagiotis","family":"Tzirakis","sequence":"first","affiliation":[]},{"given":"Mihalis A.","family":"Nicolaou","sequence":"additional","affiliation":[]},{"given":"Bjorn","family":"Schuller","sequence":"additional","affiliation":[]},{"given":"Stefanos","family":"Zafeiriou","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","first-page":"258","article-title":"Repetitive motion analysis: Segmentation and event classification","author":"lu","year":"2004","journal-title":"Trans Pattern Analysis and Machine Intelligence"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1002\/cav.1597"},{"key":"ref12","first-page":"849","article-title":"On spectral clustering: Analysis and an algorithm","author":"ng","year":"2002","journal-title":"Neural Information Processing Systems"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-007-0062-z"},{"key":"ref14","first-page":"981","article-title":"Learning switching linear models of human motion","author":"pavlovic","year":"2001","journal-title":"Neural Information Processing Systems"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2000.855807"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298682"},{"key":"ref17","first-page":"921","article-title":"Dynamic time-alignment kernel in support vector machine","author":"shimodaira","year":"2002","journal-title":"Neural Information Processing Systems"},{"key":"ref18","first-page":"1692","article-title":"A deep semi-nmf model for learning hidden representations","author":"trigeorgis","year":"2014","journal-title":"ICML"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2554555"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/200"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.137"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-28349-8_2"},{"key":"ref27","first-page":"1","article-title":"Aligned cluster analysis for temporal segmentation of human motion","author":"zhou","year":"2008","journal-title":"Automatic Face and Gesture Recognition"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.244"},{"key":"ref5","article-title":"Detailed human data acquisition of kitchen activities: the cmu-multimodal activity database (cmu-mmac)","author":"de la torre","year":"2009","journal-title":"CHI 2009 Workshop Developing Shared Home Behavior Datasets to Advance HCI and Ubiquitous Computing Research"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2016.2635030"},{"key":"ref7","first-page":"609","article-title":"Kernel change-point analysis","author":"harchaoui","year":"2009","journal-title":"Neural Information Processing Systems"},{"key":"ref2","first-page":"1027","article-title":"k-means++: The advantages of careful seeding","author":"arthur","year":"2007","journal-title":"ACM-SIAM Symposium on Discrete Algorithms"},{"article-title":"Tensorflow: Large-scale machine learning on heterogeneous distributed systems","year":"2016","author":"abadi","key":"ref1"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2017.134"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611974348.42"},{"article-title":"Towards k-means-friendly spaces: Simultaneous deep learning and clustering","year":"2016","author":"yang","key":"ref22"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2738562"},{"key":"ref24","first-page":"201","article-title":"Efficient retrieval of similar time sequences under time warping","author":"yi","year":"1998","journal-title":"International Conference on Data Engineering"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.556"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33718-5_31"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.194"}],"event":{"name":"2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019)","start":{"date-parts":[[2019,5,14]]},"location":"Lille, France","end":{"date-parts":[[2019,5,18]]}},"container-title":["2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8753205\/8756505\/08756618.pdf?arnumber=8756618","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T21:50:42Z","timestamp":1658094642000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8756618\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/fg.2019.8756618","relation":{},"subject":[],"published":{"date-parts":[[2019,5]]}}}