{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T16:38:44Z","timestamp":1755794324838,"version":"3.44.0"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2015,7,1]],"date-time":"2015-07-01T00:00:00Z","timestamp":1435708800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2015,7,1]],"date-time":"2015-07-01T00:00:00Z","timestamp":1435708800000},"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":[[2015,7]]},"DOI":"10.1109\/ijcnn.2015.7280682","type":"proceedings-article","created":{"date-parts":[[2015,10,1]],"date-time":"2015-10-01T17:48:02Z","timestamp":1443721682000},"page":"1-8","source":"Crossref","is-referenced-by-count":0,"title":["Hierarchical semi-supervised clustering using KSC based model"],"prefix":"10.1109","author":[{"given":"Siamak","family":"Mehrkanoon","sequence":"first","affiliation":[{"name":"Department of Electrical Engineering ESATSTADIUS, Katholieke Universiteit Leuven, Kasteelpark Arenberg 10, B-3001, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Oscar Mauricio","family":"Agudelo","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering ESATSTADIUS, Katholieke Universiteit Leuven, Kasteelpark Arenberg 10, B-3001, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Raghvendra","family":"Mall","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering ESATSTADIUS, Katholieke Universiteit Leuven, Kasteelpark Arenberg 10, B-3001, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Johan A. K.","family":"Suykens","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering ESATSTADIUS, Katholieke Universiteit Leuven, Kasteelpark Arenberg 10, B-3001, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","volume":"92","author":"chung","year":"1997","journal-title":"Spectral Graph Theory"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.292"},{"key":"ref12","doi-asserted-by":"crossref","DOI":"10.1142\/5089","author":"suykens","year":"2002","journal-title":"Least Squares Support Vector Machines"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2012.06.007"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2012.6252643"},{"key":"ref15","first-page":"2311","article-title":"Non-parallel semi-supervised classification based on kernel spectral clustering","author":"mehrkanoon","year":"2012","journal-title":"The 2013 International Joint Conference on Neural Networks (IJCNN)"},{"key":"ref16","article-title":"Multi-class semi-supervised learning based upon kernel spectral clustering","author":"mehrkanoon","year":"2014","journal-title":"press IEEE Trans Neural Networks Learning Syst"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2014.6889824"},{"journal-title":"Statistical Learning Theory","year":"1998","author":"vapnik","key":"ref18"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/3477.678624"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.35"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2186825"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972788.2"},{"key":"ref5","first-page":"2399","article-title":"Manifold regularization: A geometric framework for learning from labeled and unlabeled examples","volume":"7","author":"belkin","year":"2006","journal-title":"The Journal of Machine Learning Research"},{"key":"ref8","first-page":"849","article-title":"On spectral clustering: Analysis and an algorithm","volume":"2","author":"ng","year":"2002","journal-title":"Advances in neural information processing systems"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/WI.2006.131"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.170"},{"key":"ref1","article-title":"Semi-supervised learning literature survey","author":"zhu","year":"2006","journal-title":"Computer Science University of Wisconsin-Madison"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-007-9033-z"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/0377-0427(87)90125-7"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553511"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2001.937655"},{"key":"ref23","first-page":"27","article-title":"Internal versus external cluster validation indexes","volume":"5","author":"rend\u00f3n","year":"2011","journal-title":"International Journal of Computers and Communications"}],"event":{"name":"2015 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2015,7,12]]},"location":"Killarney, Ireland","end":{"date-parts":[[2015,7,17]]}},"container-title":["2015 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7256526\/7280295\/07280682.pdf?arnumber=7280682","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,15]],"date-time":"2025-08-15T18:14:08Z","timestamp":1755281648000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/7280682\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,7]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2015.7280682","relation":{},"subject":[],"published":{"date-parts":[[2015,7]]}}}