{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T10:43:09Z","timestamp":1777372989372,"version":"3.51.4"},"publisher-location":"Berlin, Heidelberg","reference-count":17,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540678397","type":"print"},{"value":"9783540449140","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2000]]},"DOI":"10.1007\/3-540-44914-0_13","type":"book-chapter","created":{"date-parts":[[2007,5,22]],"date-time":"2007-05-22T21:26:14Z","timestamp":1179869174000},"page":"219-232","source":"Crossref","is-referenced-by-count":3,"title":["The Lumberjack Algorithm for Learning Linked Decision Forests"],"prefix":"10.1007","author":[{"given":"William T. B.","family":"Uther","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manuela M.","family":"Veloso","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2000,8,11]]},"reference":[{"key":"13_CR1","volume-title":"Classification And Regression Trees","author":"L. Breiman","year":"1984","unstructured":"Breiman, Leo; Friedman, Jerome H.; Olshen, Richard A.; and Stone, Charles J. 1984. Classification And Regression Trees. Wadsworth and Brooks\/Cole Advanced Books and Software, Monterey, CA."},{"issue":"3","key":"13_CR2","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1145\/136035.136043","volume":"24","author":"R. E. Bryant","year":"1992","unstructured":"Bryant, Randal E. 1992. Symbolic boolean manipulation with ordered binary decision diagrams. ACM Computing Surveys 24(3):293\u2013318.","journal-title":"ACM Computing Surveys"},{"key":"13_CR3","unstructured":"Chapman, David and Kaelbling, Leslie Pack 1991. Input generalization in delayed reinforcement learning: An algorithm and performance comparisons. In Proceedings of the Twelfth International Joint Conference on Artificial Intelligence (IJCAI-91), Sydney, Australia. 726\u2013731."},{"key":"13_CR4","unstructured":"Kohavi, Ron 1995. Wrappers for Performance Enhancement and Oblivious Decision Graphs. Ph. d. thesis, Department of Computer Science, Stanford University."},{"key":"13_CR5","unstructured":"McCallum, Andrew Kachites 1995. Reinforcement Learning with Selective Perception and Hidden State. Ph.D. Dissertation, Department of Computer Science, University of Rochester."},{"key":"13_CR6","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1613\/jair.41","volume":"1","author":"P. M. Murphy","year":"1994","unstructured":"Murphy, Patrick M. and Pazzani, Michael J. 1994. Exploring the decision forest: An empirical invesitgation of occam\u2019s razor in decision tree induction. Journal of Artificial Intelligence Research 1:257\u2013275.","journal-title":"Journal of Artificial Intelligence Research"},{"key":"13_CR7","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1613\/jair.374","volume":"7","author":"C. G. Nevill-Manning","year":"1997","unstructured":"Nevill-Manning, Craig G. and Witten, Ian H. 1997. Identifying hierarchical structures in sequences: A linear-time algorithm. Journal of Artificial Intelligence Research 7:67\u201382.","journal-title":"Journal of Artificial Intelligence Research"},{"key":"13_CR8","series-title":"Ph. d. thesis","volume-title":"Inferring Sequential Structure","author":"C. G. Nevill-Manning","year":"1996","unstructured":"Nevill-Manning, Craig G. 1996. Inferring Sequential Structure. Ph. d. thesis, Computer Science, University of Waikato, Hamilton, New Zealand."},{"key":"13_CR9","unstructured":"Oliver, J. and Wallace, C. S. 1992. Inferring decision graphs. Technical Report 91\/170, Department of Computer Science, Monash University."},{"key":"13_CR10","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1023\/A:1022611825350","volume":"5","author":"G. Pagallo","year":"1990","unstructured":"Pagallo, Giulia and Haussler, David 1990. Boolean feature discovery in empirical learning. Machine Learning 5:71\u201399.","journal-title":"Machine Learning"},{"issue":"3","key":"13_CR11","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1016\/0890-5401(89)90010-2","volume":"80","author":"J. R. Quinlan","year":"1989","unstructured":"Quinlan, J. R. and Rivest, R. L. 1989. Inferring decision trees using the minimum description length principle. Information and Computation 80(3):227\u2013248.","journal-title":"Information and Computation"},{"key":"13_CR12","volume-title":"C4.5: Programs for Machine Learning","author":"J. R. Quinlan","year":"1992","unstructured":"Quinlan, J. Ross 1992. C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo, CA."},{"issue":"2","key":"13_CR13","doi-asserted-by":"publisher","first-page":"416","DOI":"10.1214\/aos\/1176346150","volume":"11","author":"J. Rissanen","year":"1983","unstructured":"Rissanen, Jorma 1983. A universal prior for integers and estimation by minimum description length. The Annals of Statistics 11(2):416\u2013431.","journal-title":"The Annals of Statistics"},{"issue":"4","key":"13_CR14","doi-asserted-by":"crossref","first-page":"928","DOI":"10.1145\/322344.322346","volume":"29","author":"J. A. Storer","year":"1982","unstructured":"Storer, J. A. 1982. Data compression via textual substitution. Journal of the Association for Computing Machinery 29(4):928\u2013951.","journal-title":"Journal of the Association for Computing Machinery"},{"key":"13_CR15","unstructured":"Uther, William T. B. and Veloso, Manuela M. 1998. Tree based discretization for continuous state space reinforcement learning. In Proceedings of the Fifteenth National Conference on Artificial Intelligence (AAAI-98), Madison, WI. 769\u2013774."},{"issue":"2","key":"13_CR16","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1093\/comjnl\/11.2.185","volume":"11","author":"C. S. Wallace","year":"1968","unstructured":"Wallace, C. S. and Boulton, D. M. 1968. An information measure for classification. Computer Journal 11(2):185\u2013194.","journal-title":"Computer Journal"},{"key":"13_CR17","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1023\/A:1022646101185","volume":"11","author":"C. S. Wallace","year":"1993","unstructured":"Wallace, C. S. and Patrick, J. D. 1993. Coding decision trees. Machine Learning 11:7\u201322.","journal-title":"Machine Learning"}],"container-title":["Lecture Notes in Computer Science","Abstraction, Reformulation, and Approximation"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-44914-0_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,2,16]],"date-time":"2019-02-16T21:39:40Z","timestamp":1550353180000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-44914-0_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2000]]},"ISBN":["9783540678397","9783540449140"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/3-540-44914-0_13","relation":{},"ISSN":["0302-9743"],"issn-type":[{"value":"0302-9743","type":"print"}],"subject":[],"published":{"date-parts":[[2000]]}}}