{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T18:51:27Z","timestamp":1771699887427,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":26,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642238079","type":"print"},{"value":"9783642238086","type":"electronic"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-3-642-23808-6_14","type":"book-chapter","created":{"date-parts":[[2011,8,18]],"date-time":"2011-08-18T07:40:29Z","timestamp":1313653229000},"page":"207-222","source":"Crossref","is-referenced-by-count":6,"title":["Compact Coding for Hyperplane Classifiers in Heterogeneous Environment"],"prefix":"10.1007","author":[{"given":"Hao","family":"Shao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bin","family":"Tong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Einoshin","family":"Suzuki","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"14_CR1","doi-asserted-by":"crossref","unstructured":"Argyriou, A., Evgeniou, T., Pontil, M.: Multi-Task Feature Learning. In: Proc. 19th NIPS, pp. 41\u201348 (2007)","DOI":"10.2139\/ssrn.1031158"},{"key":"14_CR2","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1007\/978-3-540-87479-9_23","volume-title":"Machine Learning and Knowledge Discovery in Databases","author":"A. Argyriou","year":"2008","unstructured":"Argyriou, A., Maurer, A., Pontil, M.: An Algorithm for Transfer Learning in a Heterogeneous Environment. In: Daelemans, W., Goethals, B., Morik, K. (eds.) ECML PKDD 2008, Part I. LNCS (LNAI), vol.\u00a05211, pp. 71\u201385. Springer, Heidelberg (2008)"},{"key":"14_CR3","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":"14_CR4","doi-asserted-by":"crossref","unstructured":"Cao, B., Pan, S.J., Yang, Q.: Adaptive Transfer Learning. In: AAAI 2010 (2010)","DOI":"10.1609\/aaai.v24i1.7682"},{"key":"14_CR5","unstructured":"Chang, C.C., Lin, C.J.: LIBSVM: A Library for Support Vector Machines(2001), http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm"},{"key":"14_CR6","doi-asserted-by":"publisher","first-page":"379","DOI":"10.1002\/j.1538-7305.1948.tb01338.x","volume":"27","author":"C. Shannon","year":"1948","unstructured":"Shannon, C.: A Mathematical Theory of Communication. Bell System Technical Journal\u00a027, 379\u2013423, 623\u2013656 (1948)","journal-title":"Bell System Technical Journal"},{"issue":"1","key":"14_CR7","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1023\/A:1022646101185","volume":"11","author":"C. Wallace","year":"1993","unstructured":"Wallace, C., Patrick, J.: Coding Decision Trees. Machine Learning\u00a011(1), 7\u201322 (1993)","journal-title":"Machine Learning"},{"key":"14_CR8","doi-asserted-by":"crossref","unstructured":"Keogh, E., Lonardi, S., Ratanamahatana, C.A.: Towards Parameter-Free Data Mining. In: KDD 2004, pp. 206\u2013215 (2004)","DOI":"10.1145\/1014052.1014077"},{"key":"14_CR9","doi-asserted-by":"crossref","unstructured":"Zhuang, F.Z., Luo, P., Shen, Z.Y., He, Q., Xiong, Y.H., Shi, Z.Z., Xiong, H.: Collaborative Dual-PLSA: Mining Distinction and Commonality across Multiple Domains for Text Classification. In: CIKM 2010, Toronto, Canada (Octorber 2010)","DOI":"10.1145\/1871437.1871486"},{"key":"14_CR10","doi-asserted-by":"crossref","unstructured":"Shao, H., Suzuki, E.: Feature-based Inductive Transfer Learning through Minimum Encoding. In: SDM 2011, Phoenix\/Mesa, Arizona ( April 2011)","DOI":"10.1137\/1.9781611972818.23"},{"issue":"3","key":"14_CR11","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1016\/0890-5401(89)90010-2","volume":"80","author":"J.R. Quinlan","year":"1989","unstructured":"Quinlan, J.R., Rivest, R.L.: Inferring Decision Trees Using the Minimum Description Length Principle. Information and Computation\u00a080(3), 227\u2013248 (1989)","journal-title":"Information and Computation"},{"key":"14_CR12","doi-asserted-by":"crossref","unstructured":"Borgwardt, K.M., Gretton, A.: Integrating Structured Biological Data by Kernel Maximum Mean Discrepancy. Bioniformatics, 1\u20139 (2006)","DOI":"10.1093\/bioinformatics\/btl242"},{"key":"14_CR13","unstructured":"Rosenstein, M.T., Marx, Z., Kaelbling, L.P.: To Transfer or Not To Transfer. In: NIPS 2005 Workshop on Transfer Learning (2005)"},{"key":"14_CR14","unstructured":"Roy, N., McCallum, A.: Toward Optimal Active Learning through Sampling Estimation of Error Reduction. In: ICML 2001, pp. 441\u2013448 (2001)"},{"key":"14_CR15","doi-asserted-by":"crossref","unstructured":"Thach, N.H., Shao, H., Tong, B., Suzuki, E.: A Compression-based Dissimilarity Measure for Multi-task Clustering. In: Proc. Nineteenth International Symposium on Methodologies for Intelligent Systems, Warsaw (June 2011)","DOI":"10.1007\/978-3-642-21916-0_14"},{"key":"14_CR16","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/4643.001.0001","volume-title":"The Minimum Description Length Principle","author":"P.D. Gr\u00fcnwald","year":"2007","unstructured":"Gr\u00fcnwald, P.D.: The Minimum Description Length Principle. MIT Press, Cambridge (2007)"},{"key":"14_CR17","doi-asserted-by":"crossref","unstructured":"Dhillon, P.S., Ungar, L.: Transfer Learning, Feature Selection and Word Sense Disambiguation. In: NLP\/CL ACL-IJCNLP, Singapore ( August 2009)","DOI":"10.3115\/1667583.1667662"},{"issue":"1","key":"14_CR18","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(1), 41\u201375 (1997)","journal-title":"Machine Learning"},{"key":"14_CR19","unstructured":"David, S.B., Schuller, R.: Exploiting Task Relatedness for Multiple Task Learning. In: COLT 2003, pp. 825\u2013830 (2003)"},{"issue":"10","key":"14_CR20","doi-asserted-by":"publisher","first-page":"1345","DOI":"10.1109\/TKDE.2009.191","volume":"22","author":"S.J. Pan","year":"2008","unstructured":"Pan, S.J., Yang, Q.: A Survey on Transfer Learning. IEEE Transactions on Knowledge and Data Engineering\u00a022(10), 1345\u20131359 (2008)","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"14_CR21","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"220","DOI":"10.1007\/978-3-540-87481-2_15","volume-title":"Machine Learning and Knowledge Discovery in Databases","author":"U. R\u00fcckert","year":"2008","unstructured":"R\u00fcckert, U., Kramer, S.: Kernel-based Inductive Transfer. In: Daelemans, W., Goethals, B., Morik, K. (eds.) ECML PKDD 2008, Part II. LNCS (LNAI), vol.\u00a05212, pp. 220\u2013233. Springer, Heidelberg (2008)"},{"key":"14_CR22","doi-asserted-by":"crossref","unstructured":"Dai, W., Yang, Q., Xue, G.R., Yu, Y.: Boosting for Transfer Learning. In: ICML 2007, pp. 193\u2013200 (2007)","DOI":"10.1145\/1273496.1273521"},{"key":"14_CR23","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"342","DOI":"10.1007\/978-3-540-87481-2_23","volume-title":"Machine Learning and Knowledge Discovery in Databases","author":"X. Shi","year":"2008","unstructured":"Shi, X., Fan, W., Ren, J.: Actively Transfer Domain Knowledge. In: Daelemans, W., Goethals, B., Morik, K. (eds.) ECML PKDD 2008, Part II. LNCS (LNAI), vol.\u00a05212, pp. 342\u2013357. Springer, Heidelberg (2008)"},{"key":"14_CR24","doi-asserted-by":"crossref","unstructured":"Shi, X., Fan, W., Yang, Q., Ren, J.: Relaxed Transfer of Different Classes via Spectral Partition. In: ECML\/PKDD, vol.\u00a0(2), pp. 366\u2013381 (2009)","DOI":"10.1007\/978-3-642-04174-7_24"},{"key":"14_CR25","unstructured":"Ke, Y.: Inferring Informed Clustering Problems with Minimum Description Length principle. Doctoral dissertation, State University of New York at Albany (2007)"},{"key":"14_CR26","doi-asserted-by":"crossref","unstructured":"Shi, Y., Lan, Z.Z., Liu, W., Bi, W.: Extended Semi-supervised Learning Methods for Inductive Transfer Learning. In: ICDM 2009, pp. 483\u2013492 (2009)","DOI":"10.1109\/ICDM.2009.75"}],"container-title":["Lecture Notes in Computer Science","Machine Learning and Knowledge Discovery in Databases"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-23808-6_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,8]],"date-time":"2023-06-08T21:33:18Z","timestamp":1686259998000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-23808-6_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642238079","9783642238086"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-23808-6_14","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011]]}}}