{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T11:43:13Z","timestamp":1725536593175},"publisher-location":"Berlin, Heidelberg","reference-count":24,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642041730"},{"type":"electronic","value":"9783642041747"}],"license":[{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"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":[[2009]]},"DOI":"10.1007\/978-3-642-04174-7_24","type":"book-chapter","created":{"date-parts":[[2009,8,26]],"date-time":"2009-08-26T20:52:46Z","timestamp":1251319966000},"page":"366-381","source":"Crossref","is-referenced-by-count":6,"title":["Relaxed Transfer of Different Classes via Spectral Partition"],"prefix":"10.1007","author":[{"given":"Xiaoxiao","family":"Shi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Fan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiang","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiangtao","family":"Ren","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"24_CR1","doi-asserted-by":"crossref","unstructured":"Batu, T., Fortnow, L., Rubinfeld, R., Smith, W.D., White, P.: Testing that distributions are close. In: Proc. 41st FOCS (2000)","DOI":"10.1109\/SFCS.2000.892113"},{"key":"24_CR2","doi-asserted-by":"crossref","unstructured":"Ben-David, S., Blitzer, J., Crammer, K., Pereira, F.: Analysis of representations for domain adaptation. In: NIPS (2007)","DOI":"10.7551\/mitpress\/7503.003.0022"},{"key":"24_CR3","doi-asserted-by":"crossref","unstructured":"Bickel, S., Bogojeska, J., Lengauer, T., Scheffer, T.: Multi-task learning for hiv therapy screening. In: ICML (2008)","DOI":"10.1145\/1390156.1390164"},{"issue":"1","key":"24_CR4","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":"24_CR5","doi-asserted-by":"crossref","unstructured":"Dai, W., Xue, G.R., Yang, Q., Yu, Y.: Co-clustering based classification for out-of-domain documents. In: KDD (2007)","DOI":"10.1145\/1281192.1281218"},{"key":"24_CR6","unstructured":"Ding, C., He, X., Zha, H., Gu, M., Simon, H.: Spectral min-max cut for graph partitioning and data clustering. In: ICDM (2001)"},{"key":"24_CR7","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"317","DOI":"10.1007\/978-3-540-87479-9_39","volume-title":"Machine Learning and Knowledge Discovery in Databases","author":"E. Eaton","year":"2008","unstructured":"Eaton, E., desJardins, M., Lane, T.: Modeling transfer relationships between learning tasks for improved inductive transfer. In: Daelemans, W., Goethals, B., Morik, K. (eds.) ECML PKDD 2008, Part I. LNCS (LNAI), vol.\u00a05211, pp. 317\u2013332. Springer, Heidelberg (2008)"},{"key":"24_CR8","doi-asserted-by":"crossref","unstructured":"Gao, J., Fan, W., Jiang, J., Han, J.: Knowledge transfer via multiple model local structure mapping. In: KDD (2008)","DOI":"10.1145\/1401890.1401928"},{"key":"24_CR9","unstructured":"Griffin, G., Holub, A., Perona, P.: Caltech-256 object category dataset. Technical Report 7694, California Institute of Technology (2007)"},{"key":"24_CR10","volume-title":"Matrix Computation","author":"G. Golub","year":"1996","unstructured":"Golub, G., Loan, C.V.: Matrix Computation. The Johns Hopkins University Press, Baltimore (1996)"},{"key":"24_CR11","doi-asserted-by":"crossref","unstructured":"Ji, X., Xu, W., Zhu, S.: Document clustering with prior knowledge. In: SIGIR (2006)","DOI":"10.1145\/1148170.1148241"},{"key":"24_CR12","unstructured":"Joachims, T.: Transductive learning via spectral graph partitioning. In: ICML (2003)"},{"key":"24_CR13","doi-asserted-by":"crossref","unstructured":"Lawrence, N.D., Platt, J.C.: Learning to learn with the informative vector machine. In: ICML (2004)","DOI":"10.1145\/1015330.1015382"},{"key":"24_CR14","unstructured":"Li, X., Bilmes, J.: A divergence prior for adaptive learning. In: NIPS Workshop on Learning When Test and Training Inputs Have Different Distributions (2006)"},{"key":"24_CR15","doi-asserted-by":"crossref","unstructured":"Ling, X., Dai, W., Xue, G.R., Yang, Q., Yu, Y.: Spectral domain-transfer learning. In: KDD (2008)","DOI":"10.1145\/1401890.1401951"},{"key":"24_CR16","doi-asserted-by":"crossref","unstructured":"Raina, R., Ng, A.Y., Koller, D.: Constructing informative priors using transfer learning. In: ICML (2006)","DOI":"10.1145\/1143844.1143934"},{"key":"24_CR17","unstructured":"Rosenstein, M.T., Marx, Z., Kaelbling, L.P., Dietterich, T.G.: To transfer or not to transfer. In: NIPS (2005)"},{"key":"24_CR18","doi-asserted-by":"crossref","unstructured":"Savaresi, S.M., Boley, D.L.: On the performance of bisecting K-means and PDDP. In: SDM (2001)","DOI":"10.1137\/1.9781611972719.5"},{"issue":"8","key":"24_CR19","doi-asserted-by":"publisher","first-page":"888","DOI":"10.1109\/34.868688","volume":"22","author":"J. Shi","year":"2000","unstructured":"Shi, J., Malik, J.: Normalized cuts and image segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a022(8), 888\u2013905 (2000)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"24_CR20","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":"24_CR21","unstructured":"Wagstaff, K., Rogers, S., Schroedl, S.: Constrained k-means clustering with background knowledge. In: ICML (2001)"},{"key":"24_CR22","doi-asserted-by":"crossref","unstructured":"Wu, P., Dietterich, T.: Improving svm accuracy by training on auxiliary data sources. In: ICML (2004)","DOI":"10.1145\/1015330.1015436"},{"key":"24_CR23","unstructured":"Yu, Stella X., Shi, Jianbo.: Grouping with Bias. newblock In: NIPS. (2001)"},{"key":"24_CR24","doi-asserted-by":"crossref","unstructured":"Zhao, Y., Karypis, G.: Evaluation of hierarchical clustering algorithms for document datasets. In: ICKM (2002)","DOI":"10.21236\/ADA439551"}],"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\/978-3-642-04174-7_24","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,15]],"date-time":"2024-03-15T23:33:28Z","timestamp":1710545608000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-04174-7_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642041730","9783642041747"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-04174-7_24","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2009]]}}}