{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T14:17:24Z","timestamp":1772115444775,"version":"3.50.1"},"publisher-location":"Boston, MA","reference-count":12,"publisher":"Springer US","isbn-type":[{"value":"9780387307688","type":"print"},{"value":"9780387301648","type":"electronic"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-0-387-30164-8_401","type":"book-chapter","created":{"date-parts":[[2010,12,29]],"date-time":"2010-12-29T17:31:37Z","timestamp":1293643897000},"page":"545-548","source":"Crossref","is-referenced-by-count":13,"title":["Inductive Transfer"],"prefix":"10.1007","author":[{"given":"Ricardo","family":"Vilalta","sequence":"first","affiliation":[]},{"given":"Christophe","family":"Giraud-Carrier","sequence":"additional","affiliation":[]},{"given":"Pavel","family":"Brazdil","sequence":"additional","affiliation":[]},{"given":"Carlos","family":"Soares","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"401_CR1_401","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1613\/jair.731","volume":"12","author":"J Baxter","year":"2000","unstructured":"Baxter, J. (2000). A model of inductive learning bias. Journal of Artificial Intelligence Research, 12, 149\u2013198.","journal-title":"Journal of Artificial Intelligence Research"},{"key":"401_CR2_401","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-540-73263-1","volume-title":"Metalearning: Applications to data mining","author":"P Brazdil","year":"2009","unstructured":"Brazdil, P., Giraud-Carrier, C., Soares, C., & Vilalta, R. (2009). Metalearning: Applications to data mining. Springer-Verlag Berlin: Heidelberg."},{"key":"401_CR3_401","first-page":"41","volume-title":"Proceedings of the tenth international conference on machine learning","author":"R Caruana","year":"1993","unstructured":"Caruana, R. (1993). Multitask learning: A knowledge-based source of inductive bias. In P. E. Utgoff (Ed.), Proceedings of the tenth international conference on machine learning (pp. 41\u201348). San\u00a0Mateo, Springer Netherlands: Morgan Kaufmann."},{"key":"401_CR4_401","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1145\/1273496.1273521","volume-title":"Proceedings of the 24th annual international conference on machine learning","author":"W Dai","year":"2007","unstructured":"Dai, W., Yang, Q., Xue, G., & Yu, Y. (2007). Boosting for transfer learning. In Proceedings of the 24th annual international conference on machine learning (pp. 193\u2013200). New York: ACM."},{"key":"401_CR5_401","first-page":"615","volume":"6","author":"T Evgeniou","year":"2005","unstructured":"Evgeniou, T., Micchelli, C. A., & Pontil, M. (2005). Learning multiple tasks with kernel methods. Journal of Machine Learning Research, 6, 615\u2013637.","journal-title":"Journal of Machine Learning Research"},{"key":"401_CR6_401","first-page":"608","volume-title":"Proceedings of the 22nd AAAI conference on artificial intelligence","author":"L Mihalkova","year":"2007","unstructured":"Mihalkova, L., Huynh, T., & Mooney, R. J. (2007). Mapping and revising Markov logic networks for transfer learning. In Proceedings of the 22nd AAAI conference on artificial intelligence (pp. 608\u2013614). Vancouver, BC: AAAI Press."},{"issue":"3","key":"401_CR7_401","doi-asserted-by":"crossref","first-page":"449","DOI":"10.1147\/sj.413.0449","volume":"41","author":"D Oblinger","year":"2002","unstructured":"Oblinger, D., Reid, M., Brodie, M., & de Salvo Braz, R. (2002). Cross-training and its application to skill-mining. IBM Systems Journal, 41(3), 449\u2013460.","journal-title":"IBM Systems Journal"},{"key":"401_CR8_401","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1007322005825","volume":"1","author":"L Pratt","year":"1997","unstructured":"Pratt, L., & Thrun, S. (1997). Second special issue on inductive transfer. Machine Learning, 28, No.\u00a01, 5\u2013130.","journal-title":"Machine Learning"},{"key":"401_CR9_401","first-page":"713","volume-title":"Proceedings of the twenty-third international conference on machine learning","author":"R Raina","year":"2006","unstructured":"Raina, R., Ng, A. Y., & Koller, D. (2006). Constructing informative priors using transfer learning. In Proceedings of the twenty-third international conference on machine learning (pp. 713\u2013720). Pittsburgh, PA: ACM."},{"key":"401_CR10_401","volume-title":"Proceedings of the 14th international conference on ILP (pp. 252\u2013269)","author":"M Reid","year":"2004","unstructured":"Reid, M. (2004). Improving rule evaluation using multitask learning.\u00a0In Proceedings of the 14th international conference on ILP (pp. 252\u2013269). Springer-Verlag, Heidelberg."},{"issue":"1","key":"401_CR11_401","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1023\/A:1007383707642","volume":"28","author":"J Schmidhuber","year":"1997","unstructured":"Schmidhuber, J., Zhao, J., & Wiering M.\u00a0A. (1997). Shifting inductive bias with success-story algorithm, adaptive Levin search, and incremental self-improvement. Machine Learning, 28(1), 105\u2013130.","journal-title":"Machine Learning"},{"key":"401_CR12_401","volume-title":"Advances in inductive logic programming. (pp. 34\u201347)","author":"I Stahl","year":"1996","unstructured":"Stahl, I. (1996). Predicate invention in inductive logic programming. In L. De Raedt (Ed.), Advances in inductive logic programming. (pp. 34\u201347). IOS Press."}],"container-title":["Encyclopedia of Machine Learning"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-0-387-30164-8_401","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,12,22]],"date-time":"2023-12-22T02:36:11Z","timestamp":1703212571000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-0-387-30164-8_401"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9780387307688","9780387301648"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-0-387-30164-8_401","relation":{},"subject":[],"published":{"date-parts":[[2011]]}}}