{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T06:57:15Z","timestamp":1760597835925,"version":"3.28.0"},"reference-count":31,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,6]]},"DOI":"10.1109\/sera.2018.8477214","type":"proceedings-article","created":{"date-parts":[[2018,11,16]],"date-time":"2018-11-16T00:14:44Z","timestamp":1542327284000},"page":"79-86","source":"Crossref","is-referenced-by-count":4,"title":["Least-Squares Support Vector Machine for Semi-Supervised Multi-Tasking"],"prefix":"10.1109","author":[{"given":"Xuekuo","family":"Jia","sequence":"first","affiliation":[]},{"given":"Shipu","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Yun","family":"Yang","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref31","first-page":"1088","article-title":"Semi-supervised learning algorithm with a least square support vector machine","volume":"29","author":"zhang","year":"2008","journal-title":"Journal of Harbin Engineering University"},{"key":"ref30","article-title":"Fast learning algorithm with progressive transductive support vector machine","volume":"29","author":"liao","year":"2007","journal-title":"Journal of Systems Engineering and Electronics"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2009.11.025"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-011-0806-1"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1023\/A:1018628609742"},{"key":"ref13","first-page":"644","article-title":"SVM versus least squares SVM","volume":"2","author":"ye","year":"2007","journal-title":"Journal of Machine Learning Research"},{"journal-title":"Learning multiple tasks with kernel methods","year":"2005","author":"evgeniou","key":"ref14"},{"journal-title":"Multi-Task Support Vector Machine for Data Classification","year":"2016","author":"song","key":"ref15"},{"journal-title":"A surey on multi-task learning","year":"2017","author":"zhang","key":"ref16"},{"key":"ref17","article-title":"Multi-task learning: Theory, algorithms, and applications","author":"zhou","year":"2012","journal-title":"SDM tutorials"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2010.2052608"},{"key":"ref19","doi-asserted-by":"crossref","DOI":"10.1023\/A:1007660828327","article-title":"Adaptive Bi-Weighting Toward Automatic Initialization and Model Selection for HMM-Based Hybrid Meta-Clustering Ensembles","author":"yang","year":"0","journal-title":"IEEE Transactions on Cybernetics"},{"key":"ref28","first-page":"562","article-title":"Semi-supervised Multi-task Learning with Task Regularizations","author":"wang","year":"2009","journal-title":"IEEE International Conference on Data Mining"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390177"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"1074","DOI":"10.1109\/TPAMI.2008.296","article-title":"Semisupervised Multitask Learning","volume":"31","author":"liu","year":"2009","journal-title":"IEEE Transactions on Pattern Analysis & Machine Intelligence"},{"key":"ref3","first-page":"1867","article-title":"Large Margin Multi-Task Metric Learning","author":"parameswaran","year":"2010","journal-title":"Advances in neural information processing systems"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/1014052.1014067"},{"key":"ref29","first-page":"451","article-title":"A Progressive Transductive Inference Algorithm Based on Support Vector Machine","volume":"14","author":"chen","year":"2003","journal-title":"Journal of Software"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2013.01.015"},{"journal-title":"Task clustering and gating for bayesian multitask learning","year":"2003","author":"bakker","key":"ref8"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-007-5040-8"},{"key":"ref2","first-page":"41","article-title":"Multitask Learning: A Knowledge-Based Source of Inductive Bias","volume":"10","author":"caruana","year":"1993","journal-title":"Machine Learning Proceedings"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1145\/1390156.1390164","article-title":"Multi-task learning for HIV therapy screening","author":"bickel","year":"2008","journal-title":"International Conference on Machine Learning"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007379606734"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2013.12.004"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2430821"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.11.022"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"1012","DOI":"10.1145\/1102351.1102479","article-title":"Learning Gaussian processes from multiple tasks","author":"yu","year":"2005","journal-title":"International Conference on Machine Learning"},{"key":"ref23","first-page":"317","article-title":"Temporal Data Clustering via Weighted Clustering Ensemble with Different Representations","volume":"23","author":"yang","year":"2011","journal-title":"IEEE Transactions on Knowledge & Data Engineering"},{"key":"ref26","first-page":"792","article-title":"Radial Basis Function Network for Multi-task Learning","author":"liao","year":"2005","journal-title":"Neural Information Processing Systems"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-72849-8_33"}],"event":{"name":"2018 IEEE 16th International Conference on Software Engineering Research, Management and Applications (SERA)","start":{"date-parts":[[2018,6,13]]},"location":"Kunming","end":{"date-parts":[[2018,6,15]]}},"container-title":["2018 IEEE 16th International Conference on Software Engineering Research, Management and Applications (SERA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8457471\/8477188\/08477214.pdf?arnumber=8477214","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,12]],"date-time":"2024-07-12T12:28:15Z","timestamp":1720787295000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8477214\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,6]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/sera.2018.8477214","relation":{},"subject":[],"published":{"date-parts":[[2018,6]]}}}