{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T21:13:27Z","timestamp":1760908407735},"publisher-location":"Berlin, Heidelberg","reference-count":13,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540437857"},{"type":"electronic","value":"9783540480501"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2002]]},"DOI":"10.1007\/3-540-48050-1_43","type":"book-chapter","created":{"date-parts":[[2007,5,20]],"date-time":"2007-05-20T08:09:49Z","timestamp":1179648589000},"page":"393-402","source":"Crossref","is-referenced-by-count":12,"title":["Trading-Off Local versus Global Effects of Regression Nodes in Model Trees"],"prefix":"10.1007","author":[{"given":"Donato","family":"Malerba","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Annalisa","family":"Appice","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michelangelo","family":"Ceci","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marianna","family":"Monopoli","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2002,6,21]]},"reference":[{"key":"43_CR1","unstructured":"Breiman L., Friedman J., Olshen R., & Stone J.: Classification and regression tree, Wadsworth & Brooks, 1984."},{"key":"43_CR2","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1016\/0167-9473(91)90103-9","volume":"12","author":"A. Ciampi","year":"1991","unstructured":"Ciampi A.: Generalized regression trees, Computational Statistics and Data Analysis, 12, pp. 57\u201378, 1991.","journal-title":"Computational Statistics and Data Analysis"},{"key":"43_CR3","unstructured":"Draper N.R., & Smith H.: Applied regression analysis, John Wiley & Sons, 1982."},{"key":"43_CR4","unstructured":"Karalic A.: Linear regression in regression tree leaves, in Proceedings of ISSEK\u2019 92 (International School for Synthesis of Expert Knowledge), Bled, Slovenia, 1992."},{"key":"43_CR5","doi-asserted-by":"crossref","unstructured":"Lubinsky D.: Tree Structured Interpretable Regression, in Learning from Data, Fisher D. & Lenz H.J. (Eds.), Lecture Notes in Statistics, 112, Springer, pp. 387\u2013398, 1994.","DOI":"10.1007\/978-1-4612-2404-4_37"},{"key":"43_CR6","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1007\/3-540-45411-X_3","volume-title":"AI*IA 2001: Advances in Artificial Intelligence","author":"D. Malerba","year":"2001","unstructured":"Malerba D., Appice A., Bellino A., Ceci M., & Pallotta D.: Stepwise Induction of Model Trees. In F. Esposito (Ed.), AI*IA 2001: Advances in Artificial Intelligence, Lecture Notes in Artificial Intelligence, 2175, Springer, Berlin, Germany, pp. 20\u201332, 2001."},{"key":"43_CR7","doi-asserted-by":"crossref","unstructured":"Morgan J.N., & Sonquist J.A.: Problems in the analysis of survey data, and a proposal, in American Statistical Association Journal, pp. 415\u2013434, 1963.","DOI":"10.1080\/01621459.1963.10500855"},{"key":"43_CR8","volume-title":"Vital Statistics","author":"M. Orkin","year":"1990","unstructured":"Orkin, M., Drogin, R.: Vital Statistics, McGraw Hill, New York (1990)."},{"key":"43_CR9","unstructured":"Quinlan J. R.: Learning with continuous classes, in Proceedings AI\u201992, Adams & Sterling (Eds.), World Scientific, pp. 343\u2013348, 1992."},{"key":"43_CR10","doi-asserted-by":"crossref","unstructured":"Siciliano R., & Mola F.: Modelling for recursive partitioning in variable selection, in COMPSTAT\u2019 94, Dutter R., & Grossman W. (Eds.), Physica-Verlag, pp. 172\u2013177, 1994.","DOI":"10.1007\/978-3-642-52463-9_18"},{"key":"43_CR11","unstructured":"Torgo L.: Kernel Regression Trees, in Poster Papers of the 9th European Conference on Machine Learning (ECML 97), M. van Someren, & G. Widmer (Eds.), Prague, Czech Republic, pp. 118\u2013127, 1997."},{"key":"43_CR12","unstructured":"Torgo L.: Functional Models for Regression Tree Leaves, in Proceedings of the Fourteenth International Conference (ICML\u2019 97), D. Fisher (Ed.), Nashville, Tennessee, pp. 385\u2013393, 1997."},{"key":"43_CR13","unstructured":"Wang Y., & Witten I.H.: Inducing Model Trees for Continuous Classes, in Poster Papers of the 9th European Conference on Machine Learning (ECML 97), M. van Someren, & G. Widmer (Eds.), Prague, Czech Republic, pp. 128\u2013137, 1997."}],"container-title":["Lecture Notes in Computer Science","Foundations of Intelligent Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-48050-1_43","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,4,28]],"date-time":"2019-04-28T05:59:27Z","timestamp":1556431167000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-48050-1_43"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2002]]},"ISBN":["9783540437857","9783540480501"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/3-540-48050-1_43","relation":{},"ISSN":["0302-9743"],"issn-type":[{"type":"print","value":"0302-9743"}],"subject":[],"published":{"date-parts":[[2002]]}}}