{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T16:17:33Z","timestamp":1772122653165,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":17,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540884101","type":"print"},{"value":"9783540884118","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2008]]},"DOI":"10.1007\/978-3-540-88411-8_8","type":"book-chapter","created":{"date-parts":[[2008,10,7]],"date-time":"2008-10-07T08:09:58Z","timestamp":1223366998000},"page":"52-63","source":"Crossref","is-referenced-by-count":18,"title":["Learning Model Trees from Data Streams"],"prefix":"10.1007","author":[{"given":"Elena","family":"Ikonomovska","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joao","family":"Gama","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"8_CR1","first-page":"779","volume-title":"13th National Conference on Artificial Intelligence","author":"J. Gratch","year":"1996","unstructured":"Gratch, J.: Sequential Inductive Learning. In: 13th National Conference on Artificial Intelligence, pp. 779\u2013786. AAAI Press, Menlo Park (1996)"},{"key":"8_CR2","first-page":"71","volume-title":"6th International Conference on Knowledge Discovery and Data Mining","author":"P. Domingos","year":"2000","unstructured":"Domingos, P., Hulten, G.: Mining High Speed Data Streams. In: 6th International Conference on Knowledge Discovery and Data Mining, pp. 71\u201380. ACM Press, New York (2000)"},{"key":"8_CR3","unstructured":"Quinlan, J.R.: Learning with Continuous Classes. In: 5th Australian Joint Conference on Artificial Intelligence, pp. 34\u2013348. Adams & Sterling (1992)"},{"key":"8_CR4","first-page":"440","volume-title":"10th European Conference on Artificial Intelligence","author":"A. Karalic","year":"1992","unstructured":"Karalic, A.: Employing Linear Regression in Regression Tree Leaves. In: 10th European Conference on Artificial Intelligence, pp. 440\u2013441. John Wiley & Sons, Chichester (1992)"},{"key":"8_CR5","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1007\/s10994-005-1121-8","volume":"61","author":"D. Potts","year":"2005","unstructured":"Potts, D., Sammut, C.: Incremental Learning of Linear Model Trees. J. Machine Learning\u00a061, 5\u201348 (2005)","journal-title":"J. Machine Learning"},{"key":"8_CR6","doi-asserted-by":"crossref","unstructured":"Siciliano, R., Mola, F.: Modeling for Recursive Partitioning and Variable Selection. In: Computational Statistics, pp. 172\u2013177. R. Dutter & W. Grossmann (1994)","DOI":"10.1007\/978-3-642-52463-9_18"},{"key":"8_CR7","first-page":"212","volume-title":"10th International Conference on Machine Learning","author":"R. Musick","year":"1993","unstructured":"Musick, R., Catlett, J., Russell, S.: Decision Theoretic Sub-sampling for Induction on Large Databases. In: 10th International Conference on Machine Learning, pp. 212\u2013219. Morgan Kaufmann, San Francisco (1993)"},{"key":"8_CR8","doi-asserted-by":"crossref","unstructured":"Gama, J., Rocha, R., Medas, P.: Accurate Decision Trees for Mining High-Speed Data Streams. In: The 9th International Conference on Knowledge Discovery and Data Mining, pp. 52\u2013528. KDD Press (2003)","DOI":"10.1145\/956750.956813"},{"key":"8_CR9","unstructured":"Hulten, G., Domingos, P.: VFML \u2013 A toolkit for mining high-speed time-changing data streams (2003), http:\/\/www.cs.washington.edu\/dm\/vfml\/"},{"key":"8_CR10","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1016\/0022-0000(79)90045-X","volume":"19","author":"D. Angluin","year":"1979","unstructured":"Angluin, D., Valiant, L.G.: Fast Probabilistic Algorithms for Hamiltonian Circuits and Matchings. J. Computer and System Sciences\u00a019, 155\u2013193 (1979)","journal-title":"J. Computer and System Sciences"},{"key":"8_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1214\/aos\/1176347963","volume":"19","author":"J.H. Friedman","year":"1991","unstructured":"Friedman, J.H.: Multivariate Adaptive Regression Splines. J. The Annals of Statistics\u00a019, 1\u2013141 (1991)","journal-title":"J. The Annals of Statistics"},{"key":"8_CR12","volume-title":"Classification and Regression Trees","author":"L. Breiman","year":"1984","unstructured":"Breiman, L., Friedman, J.H., Olshen, R.A., Stone, C.J.: Classification and Regression Trees. Chapman & Hall\/CRC, Belmont (1984)"},{"key":"8_CR13","first-page":"481","volume-title":"8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","author":"A. Dobra","year":"2001","unstructured":"Dobra, A., Gehrke, J.: SECRET: A Scalable Linear Regression Tree Algorithm. In: 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 481\u2013487. ACM Press, New York (2001)"},{"key":"8_CR14","doi-asserted-by":"publisher","first-page":"2047","DOI":"10.1162\/089976698300016963","volume":"10","author":"S. Schaal","year":"1998","unstructured":"Schaal, S., Atkeson, C.: Constructive Incremental Learning From only Local Information. J. Neural Computation\u00a010, 2047\u20132084 (1998)","journal-title":"J. Neural Computation"},{"key":"8_CR15","unstructured":"Blake, C., Keogh, E., Merz, C.: UCI Repository of Machine Learning Databases (1999)"},{"issue":"3","key":"8_CR16","doi-asserted-by":"publisher","first-page":"801","DOI":"10.1214\/aos\/1024691079","volume":"26","author":"L. Breiman","year":"1998","unstructured":"Breiman, L.: Arcing Classifiers. J. The Annals of Statistics.\u00a026(3), 801\u2013849 (1998)","journal-title":"J. The Annals of Statistics."},{"key":"8_CR17","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1162\/neco.1992.4.1.1","volume":"4","author":"S. Geman","year":"1992","unstructured":"Geman, S., Bienenstock, E., Doursat, R.: Neural Networks and the Bias\/Variance Dilemma. J. Neural Computation\u00a04, 1\u201358 (1992)","journal-title":"J. Neural Computation"}],"container-title":["Lecture Notes in Computer Science","Discovery Science"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-88411-8_8.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,27]],"date-time":"2021-04-27T12:02:30Z","timestamp":1619524950000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-88411-8_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008]]},"ISBN":["9783540884101","9783540884118"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-88411-8_8","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2008]]}}}