{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,8]],"date-time":"2026-02-08T19:03:57Z","timestamp":1770577437444,"version":"3.49.0"},"publisher-location":"Boston, MA","reference-count":14,"publisher":"Springer US","isbn-type":[{"value":"9780387355443","type":"print"},{"value":"9780387399409","type":"electronic"}],"license":[{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"content-version":"vor","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\/978-0-387-39940-9_554","type":"book-chapter","created":{"date-parts":[[2009,9,16]],"date-time":"2009-09-16T08:42:32Z","timestamp":1253090552000},"page":"765-769","source":"Crossref","is-referenced-by-count":9,"title":["Decision Tree Classification"],"prefix":"10.1007","author":[{"given":"Alin","family":"Dobra","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"554_CR1_554","unstructured":"Agresti A. Categorical data analysis. John Wiley and Sons, 1990."},{"key":"554_CR2_554","volume-title":"Classification and regression trees","author":"L. Breiman","year":"1984","unstructured":"Breiman L., Friedman J.H., Olshen R.A., and Stone C.J. Classification and regression trees. Wadsworth, Belmont: 1984."},{"key":"554_CR3_554","doi-asserted-by":"crossref","first-page":"182","DOI":"10.1007\/978-1-4899-4537-2_15","volume-title":"Learning classification trees. Artificial Intelligence frontiers in statistics","author":"W. Buntine","year":"1993","unstructured":"Buntine W. Learning classification trees. Artificial Intelligence frontiers in statistics Chapman & Hall, London, pp. 182\u2013201.(1993)."},{"key":"554_CR4_554","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/BF02022091","volume":"21","author":"L.A. Cox","year":"1989","unstructured":"Cox L.A., Qiu Y., and Kuehner W. Heuristic least-cost computation of discrete classification functions with uncertain argument values. Annals of Operations Research, 21: 1\u201330,1989.","journal-title":"Annals of Operations Research"},{"key":"554_CR5_554","volume-title":"Pruning decision trees and lists. Doctoral dissertation, Department of Computer Science","author":"E. Frank","year":"2000","unstructured":"Frank E. Pruning decision trees and lists. Doctoral dissertation, Department of Computer Science, University of Waikato, Hamilton, New Zealand, 2000."},{"key":"554_CR6_554","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1016\/0020-0190(76)90095-8","volume":"5","author":"L. Hyafil","year":"1976","unstructured":"Hyafil L., and Rivest R.L. Constructing optimal binary decision trees is np-complete. Information Processing Letters, 5:15\u201317, 1976.","journal-title":"Information Processing Letters"},{"key":"554_CR7_554","unstructured":"James M. Classification algorithms.Wiley, 1985."},{"key":"554_CR8_554","volume-title":"An empirical comparison of decision trees and other classification methods","author":"T.-S. Lim","year":"1997","unstructured":"Lim T.-S., Loh W.-Y., and Shih Y.-S. 1997. An empirical comparison of decision trees and other classification methods Department of Statistics, University of Wisconsin, Madison, (Technical Report 979)."},{"key":"554_CR9_554","unstructured":"Loh W.-Y. and Shih Y.-S. Split selection methods for classification trees. Statistica Sinica, 1997, p.7."},{"key":"554_CR10_554","unstructured":"Murthy S.K. Automatic construction of decision trees from data: A multi-disciplinary survey. Data Mining and Knowledge Discovery, 1997."},{"key":"554_CR11_554","first-page":"81","volume":"1","author":"J.R. Quinlan","year":"1986","unstructured":"Quinlan J.R. Induction of decision trees. Machine Learning, 1:81\u2013106, 1986.","journal-title":"Machine Learning"},{"key":"554_CR12_554","unstructured":"Quinlan J.R. Learning with Continuous Classes. In Proc. 5th Australian Joint Conference on Artificial Intelligence, 1992, pp. 343\u2013348."},{"key":"554_CR13_554","unstructured":"Quinlan J.R. C4.5: Programs for machine learning. Morgan Kaufman, 1993."},{"key":"554_CR14_554","doi-asserted-by":"crossref","first-page":"315","DOI":"10.1109\/12.76408","volume":"40","author":"O.J. and. Murphy","year":"1991","unstructured":"Murphy O.J. and Mccraw R.L. Designing storage efficient decision trees. IEEE Transactions on Computers, 40: 315\u2013319, 1991.","journal-title":"IEEE Transactions on Computers"}],"container-title":["Encyclopedia of Database Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-0-387-39940-9_554","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,6,1]],"date-time":"2020-06-01T03:28:32Z","timestamp":1590982112000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-0-387-39940-9_554"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9780387355443","9780387399409"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-0-387-39940-9_554","relation":{},"subject":[],"published":{"date-parts":[[2009]]}}}