{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T21:58:05Z","timestamp":1725487085176},"publisher-location":"Berlin, Heidelberg","reference-count":9,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540335207"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/3-540-33521-8_17","type":"book-chapter","created":{"date-parts":[[2007,7,3]],"date-time":"2007-07-03T03:10:01Z","timestamp":1183432201000},"page":"173-181","source":"Crossref","is-referenced-by-count":0,"title":["Finding Optimal Decision Trees"],"prefix":"10.1007","author":[{"given":"Petr","family":"M\u00e1\u0161a","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tom\u00e1\u0161","family":"Ko\u010dka","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"17_CR1","unstructured":"1. Chickering, M.: Learning Equivalence Classes of Bayesian-Network Structures, Journal of Machine Learning Research 2 (2002), pp. 445\u2013498."},{"key":"17_CR2","unstructured":"2. Chickering, M., Meek, Ch.: Finding Optimal Bayesian Networks, In Proceedings of Eighteenth Conference on Uncertainty in Artificial Intelligence, Edmonton, AB (2002), pp. 94\u2013102."},{"key":"17_CR3","unstructured":"3. Breiman L. et al.: Classification and Regression Trees, Woodsworth International Group (1984)."},{"key":"17_CR4","unstructured":"4. P. Utgo., N. C. Berkman, and J. A. Clouse: Decision tree induction based on efficient tree restructuring, Machine Learning (1997), pp. 5\u201344."},{"key":"17_CR5","unstructured":"5. Utgo., P.E.: Decision Tree Induction Based on Efficient Tree Restructuring, Technical Report 95\u201318, University of Massachusetts, Department of Computer Science, Amherst, MA (1996)."},{"key":"17_CR6","doi-asserted-by":"publisher","first-page":"221","DOI":"10.1016\/S0020-7373(87)80053-6","volume":"27","author":"J. R. Quinlan","year":"1987","unstructured":"6. Quinlan, J. R.: Simplifying decision trees. International Journal of Man- Machine Studies, 27 (1987), pp. 221\u2013234.","journal-title":"International Journal of Man- Machine Studies"},{"key":"17_CR7","unstructured":"7. Wikipedia contributions. Occam's Razor. Retrieved from http:\/\/en.wikipedia.org\/wiki\/Occam's Razor on January 8, 2006."},{"key":"17_CR8","unstructured":"8. Pfahringer, B.: Inducing Small and Accurate Decision Trees, Technical Report, Oesterreichisches Forschungsinstitut fuer Artificial Intelligence, Wien, 1998."},{"key":"17_CR9","doi-asserted-by":"publisher","first-page":"476","DOI":"10.1109\/34.589207","volume":"5","author":"F. Esposito","year":"1997","unstructured":"9. Esposito, F.,Malerba, D., Semerado, G.: A Comparative Analysi of Methods for Pruning Decision Trees, IEEE Transactions on Pattern Analysis and Machine Intelligence, 5 (1997), pp. 476\u2013491.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"}],"container-title":["Advances in Soft Computing","Intelligent Information Processing and Web Mining"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-33521-8_17.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,17]],"date-time":"2020-11-17T20:55:56Z","timestamp":1605646556000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-33521-8_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540335207"],"references-count":9,"URL":"https:\/\/doi.org\/10.1007\/3-540-33521-8_17","relation":{},"subject":[]}}