{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,18]],"date-time":"2026-01-18T11:38:37Z","timestamp":1768736317463,"version":"3.49.0"},"publisher-location":"Berlin, Heidelberg","reference-count":15,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642344800","type":"print"},{"value":"9783642344817","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-34481-7_42","type":"book-chapter","created":{"date-parts":[[2012,11,5]],"date-time":"2012-11-05T08:40:34Z","timestamp":1352104834000},"page":"341-348","source":"Crossref","is-referenced-by-count":112,"title":["Multitask Twin Support Vector Machines"],"prefix":"10.1007","author":[{"given":"Xijiong","family":"Xie","sequence":"first","affiliation":[]},{"given":"Shiliang","family":"Sun","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"42_CR1","doi-asserted-by":"publisher","first-page":"3609","DOI":"10.1016\/j.neucom.2011.06.026","volume":"74","author":"J. Shawe-Taylor","year":"2011","unstructured":"Shawe-Taylor, J., Sun, S.: A Review of Optimization Methodologies in Support Vector Machines. Neurocomputing\u00a074, 3609\u20133618 (2011)","journal-title":"Neurocomputing"},{"key":"42_CR2","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1109\/TPAMI.2006.17","volume":"28","author":"O.L. Mangasarian","year":"2006","unstructured":"Mangasarian, O.L., Wild, E.W.: MultisurFace Proximal Support Vector Machine Classification via Generalized Eigenvalues. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a028, 69\u201374 (2006)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"5","key":"42_CR3","doi-asserted-by":"publisher","first-page":"905","DOI":"10.1109\/TPAMI.2007.1068","volume":"29","author":"Jayadeva","year":"2007","unstructured":"Jayadeva, Khemchandani, R., Chandra, S.: Twin Support Vector Machines for Pattern Classification. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a029(5), 905\u2013910 (2007)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"42_CR4","doi-asserted-by":"crossref","unstructured":"Ghorai, S., Mukherjee, A., Dutta, P.K.: Nonparallel Plane Proximal Classifier. Signal Processing, 510\u2013522 (2009)","DOI":"10.1016\/j.sigpro.2008.10.002"},{"key":"42_CR5","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1023\/A:1007379606734","volume":"28","author":"R. Caruana","year":"1997","unstructured":"Caruana, R.: Multitask Learning. Machine Learning\u00a028, 41\u201375 (1997)","journal-title":"Machine Learning"},{"key":"42_CR6","doi-asserted-by":"crossref","unstructured":"Sun, S.: Multitask Learning for EEG-based Biometrics. In: Proceedings of 19th International Conference on Pattern Recognition, pp. 1\u20134 (2008)","DOI":"10.1109\/ICPR.2008.4761865"},{"key":"42_CR7","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1613\/jair.731","volume":"12","author":"J. Baxter","year":"2000","unstructured":"Baxter, J.: A Model for Inductive Bias Learning. Journal of Artificial Intelligence Research\u00a012, 149\u2013198 (2000)","journal-title":"Journal of Artificial Intelligence Research"},{"key":"42_CR8","first-page":"615","volume":"6","author":"T. Evgeniou","year":"2005","unstructured":"Evgeniou, T., Micchelli, C.A., Pontil, M.: Learning Multiple Tasks with Kernel Methods. Journal of Machine Learning Research\u00a06, 615\u2013637 (2005)","journal-title":"Journal of Machine Learning Research"},{"key":"42_CR9","doi-asserted-by":"crossref","unstructured":"Ji, Y., Sun, S.: Multitask Multiclass Support Vector Machines. In: Proceedings of IEEE 11th International Conference on Data Mining Workshops, pp. 512\u2013518 (2011)","DOI":"10.1109\/ICDMW.2011.126"},{"key":"42_CR10","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"567","DOI":"10.1007\/978-3-540-45167-9_41","volume-title":"Learning Theory and Kernel Machines","author":"S. Ben-David","year":"2003","unstructured":"Ben-David, S., Schuller, R.: Exploiting Task Relatedness for Multiple Task Learning. In: Sch\u00f6lkopf, B., Warmuth, M.K. (eds.) COLT\/Kernel 2003. LNCS (LNAI), vol.\u00a02777, pp. 567\u2013580. Springer, Heidelberg (2003)"},{"key":"42_CR11","first-page":"1817","volume":"6","author":"R.K. Ando","year":"2005","unstructured":"Ando, R.K., Zhang, T.: A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data. Journal of Machine Learning Research\u00a06, 1817\u20131853 (2005)","journal-title":"Journal of Machine Learning Research"},{"key":"42_CR12","first-page":"83","volume":"4","author":"B. Bakker","year":"2003","unstructured":"Bakker, B., Heskes, T.: Task Clustering and Gating for Bayesian Multitask Learning. Journal of Machine Learning Research\u00a04, 83\u201399 (2003)","journal-title":"Journal of Machine Learning Research"},{"key":"42_CR13","doi-asserted-by":"crossref","unstructured":"Evgeniou, T., Pontil, M.: Regularized Multi-Task Learning. In: Proceedings of Knowledge Discovery and Data Mining, pp. 109\u2013117 (2004)","DOI":"10.1145\/1014052.1014067"},{"key":"42_CR14","unstructured":"Asuncion, A., Newman, D.J.: UCI Machine Learning Repository, http:\/\/archive.ics.uci.edu\/ml\/datasets.html"},{"key":"42_CR15","unstructured":"Duck Electrical Computer Engineering, http:\/\/www.ece.duke.edu\/lcarin\/LandmineData.zip"}],"container-title":["Lecture Notes in Computer Science","Neural Information Processing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-34481-7_42.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,20]],"date-time":"2025-04-20T06:54:25Z","timestamp":1745132065000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-34481-7_42"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642344800","9783642344817"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-34481-7_42","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012]]}}}