{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T22:21:42Z","timestamp":1743027702540,"version":"3.40.3"},"publisher-location":"Boston, MA","reference-count":22,"publisher":"Springer US","isbn-type":[{"type":"print","value":"9780387307688"},{"type":"electronic","value":"9780387301648"}],"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_191","type":"book-chapter","created":{"date-parts":[[2010,12,29]],"date-time":"2010-12-29T17:42:10Z","timestamp":1293644530000},"page":"249-257","source":"Crossref","is-referenced-by-count":0,"title":["Cumulative Learning"],"prefix":"10.1007","author":[{"given":"Pietro","family":"Michelucci","sequence":"first","affiliation":[]},{"given":"Daniel","family":"Oblinger","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"2","key":"191_CR1_191","doi-asserted-by":"crossref","first-page":"192","DOI":"10.1016\/0885-064X(90)90006-Y","volume":"6","author":"Y Abu-Mostafa","year":"1990","unstructured":"Abu-Mostafa, Y. (1990). Learning from hints in neural networks (invited). Journal of Complexity, 6(2), 192\u2013198.","journal-title":"Journal of Complexity"},{"key":"191_CR2_191","first-page":"135","volume":"9","author":"RB Banerji","year":"1964","unstructured":"Banerji, R. B. (1964). A Language for the Description of Concepts. General Systems, 9, 135\u2013141.","journal-title":"General Systems"},{"doi-asserted-by":"crossref","unstructured":"Baxter, J. (1995). Learning internal representations. In (COLT): Proceeding of the workshop on computational learning theory, Santa Cruz, California. Morgan Kaufmann.","key":"191_CR3_191","DOI":"10.1145\/225298.225336"},{"doi-asserted-by":"crossref","unstructured":"Brazdil P., Giraud-Carrier, C., Soares, C., & Vilalta, R. (2009). Metalearning Applications to Data Mining, Springer.","key":"191_CR4_191","DOI":"10.1007\/978-3-540-73263-1"},{"doi-asserted-by":"crossref","unstructured":"Caruana, R. (1993). Multitask learning: A knowledge-based source of inductive bias. In Proceedings of the tenth international conference on machine learning, University of Massachusetts, Amherst (pp.\u00a041\u201348).","key":"191_CR5_191","DOI":"10.1016\/B978-1-55860-307-3.50012-5"},{"unstructured":"Caruana, R. (1996). Algorithms and applications for multitask learning. In Machine learning: Proceedings of the 13th international conference on machine learning (ICML 1996), Bari, Italy (pp.\u00a087\u201395). Morgan Kauffmann.","key":"191_CR6_191"},{"unstructured":"Cohen, B. L. (1978). A Theory of Structural Concept Formation and Pattern Recognition. Ph.D. Thesis, Department of Computer Science, The University of New South Wales.","key":"191_CR7_191"},{"issue":"4","key":"191_CR8_191","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1016\/0031-3203(82)90033-4","volume":"15","author":"BL Cohen","year":"1982","unstructured":"Cohen, B. L., & Sammut, C. A. (1982). Object Recognition and Concept Learning with CONFUCIUS. Pattern Recognition Journal, 15(4), 309\u2013316.","journal-title":"Pattern Recognition Journal"},{"unstructured":"Mitchell, T. (1980). The need for biases in learning generalizations. Rutgers TR CBM-TR-117.","key":"191_CR9_191"},{"unstructured":"Mitchell, T. M., & Thrun, S. B. (1993). Explanation-based neural network learning for robot control. In Hanson, Cowan, & Giles (Eds.), Advances in neural information processing systems 5 (pp.\u00a0287\u2013294). San Francisco, CA: Morgan-Kaufmann.","key":"191_CR10_191"},{"unstructured":"Nilsson, N. J. (1996). Introduction to machine learning: An early draft of a proposed textbook (p.\u00a012). Online at http:\/\/ai.stanford.edu\/~nilsson\/MLBOOK.pdf. Accessed\u00a0on July 22, 2010.","key":"191_CR11_191"},{"unstructured":"Oblinger, D. (2006). Bootstrapped learning proposer information pamphlet for broad agency announcement 07-04. Online at\u00a0http:\/\/fs1.fbo.gov\/EPSData\/ODA\/Synopses\/4965\/BAA07-04\/BLPIPfinal.pdf.","key":"191_CR12_191"},{"unstructured":"Pratt, L. Y., Mostow, J., & Kamm, C. A. (1991). Direct transfer of learned information among neural networks. In Proceedings of the ninth national conference on artificial intelligence (AAAI-91), Anaheim, CA (pp.\u00a0584\u2013589).","key":"191_CR13_191"},{"doi-asserted-by":"crossref","unstructured":"Ring, M. (1991). Incremental development of complex behaviors through automatic construction of sensory-motor hierarchies. In Proceedings of the eighth international workshop (ML91), San Mateo, California.","key":"191_CR14_191","DOI":"10.1016\/B978-1-55860-200-7.50071-4"},{"doi-asserted-by":"crossref","unstructured":"Silver, D., & Mercer, R. (2002). The task rehearsal method of life-long learning: Overcoming impoverished data. In R. Cohen & B. Spencer (Eds.), Advances in artificial intelligence, 15th conference of the Canadian society for computational studies of intelligence (AI 2002), Calgary, Canada, May 27\u201329, 2002. Lecture notes in computer science (Vol. 2338, pp.\u00a090\u2013101). London: Springer.","key":"191_CR15_191","DOI":"10.1007\/3-540-47922-8_8"},{"unstructured":"Silver, D., & Poirier, R. (2005). Requirements for machine lifelong learning. JSOCS Technical Report TR-2005-009, Acadia University.","key":"191_CR16_191"},{"key":"191_CR17_191","doi-asserted-by":"crossref","first-page":"180","DOI":"10.1007\/11880172_14","volume-title":"Symbol grounding and beyond: Proceedings of the third international workshop on the emergence and evolution of linguistic communication, Rome, Italy","author":"S Swarup","year":"2006","unstructured":"Swarup, S., Lakkaraju, K., Ray, S. R., & Gasser, L. (2006). Symbol grounding through cumulative learning. In P. Vogt et\u00a0al. (Eds.), Symbol grounding and beyond: Proceedings of the third international workshop on the emergence and evolution of linguistic communication, Rome, Italy (pp.\u00a0180\u2013191). Berlin: Springer."},{"unstructured":"Swarup, S., Mahmud, M. M. H., Lakkaraju, K., & Ray, S. R. (2005). Cumulative learning: Towards designing cognitive architectures for artificial agents that have a lifetime. Tech. Rep. UIUCDCS-R-2005-2514.","key":"191_CR18_191"},{"key":"191_CR19_191","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4615-5529-2","volume-title":"Learning to learn","author":"S Thrun","year":"1998","unstructured":"Thrun, S. (1998). Lifelong learning algorithms. In S. Thrun & L. Y. Pratt (Eds.), Learning to learn. Norwell, MA: Kluwer Academic."},{"key":"191_CR20_191","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1016\/0921-8890(95)00004-Y","volume":"15","author":"S Thrun","year":"1995","unstructured":"Thrun, S., & Mitchell, T. (1995). Lifelong robot learning. Robotics and Autonomous Systems, 15, 25\u201346.","journal-title":"Robotics and Autonomous Systems"},{"issue":"236","key":"191_CR21_191","doi-asserted-by":"crossref","first-page":"433","DOI":"10.1093\/mind\/LIX.236.433","volume":"59","author":"AM Turing","year":"1950","unstructured":"Turing, A. M. (1950). Computing Machinery and Intelligence. Mind Mind, 59(236), 433\u2013460.","journal-title":"Mind Mind"},{"key":"191_CR22_191","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1023\/A:1019956318069","volume":"18","author":"R Vilalta","year":"2002","unstructured":"Vilalta, R., & Drissi, Y. (2002). A perspective view and survey of meta-learning. Artificial Intelligence Review, 18, 77\u201395.","journal-title":"Artificial Intelligence Review"}],"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_191","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,12,22]],"date-time":"2023-12-22T03:14:32Z","timestamp":1703214872000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-0-387-30164-8_191"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9780387307688","9780387301648"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-0-387-30164-8_191","relation":{},"subject":[],"published":{"date-parts":[[2011]]}}}