{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T18:23:42Z","timestamp":1725560622900},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540292432"},{"type":"electronic","value":"9783540316923"}],"license":[{"start":{"date-parts":[[2005,1,1]],"date-time":"2005-01-01T00:00:00Z","timestamp":1104537600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2005]]},"DOI":"10.1007\/11564096_36","type":"book-chapter","created":{"date-parts":[[2005,11,9]],"date-time":"2005-11-09T11:54:27Z","timestamp":1131537267000},"page":"365-376","source":"Crossref","is-referenced-by-count":14,"title":["Simple Test Strategies for Cost-Sensitive Decision Trees"],"prefix":"10.1007","author":[{"given":"Shengli","family":"Sheng","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Charles X.","family":"Ling","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiang","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"36_CR1","volume-title":"UCI Repository of machine learning databases (website)","author":"C.L. Blake","year":"1998","unstructured":"Blake, C.L., Merz, C.J.: UCI Repository of machine learning databases (website). University of California, Irvine (1998)"},{"key":"36_CR2","volume-title":"Proceedings of the Fourth IEEE International Conference on Data Mining","author":"X. Chai","year":"2004","unstructured":"Chai, X., Deng, L., Yang, Q., Ling, C.X.: Test-Cost Sensitive Na\u00efve Bayesian Classification. In: Proceedings of the Fourth IEEE International Conference on Data Mining. IEEE Computer Society Press, Brighton (2004)"},{"doi-asserted-by":"crossref","unstructured":"Special Issue on Learning from Imbalanced Datasets. In: Chawla, N.V., Japkowicz, N., Kolcz, A. (eds.) SIGKDD, vol.\u00a06(1), ACM Press, New York (2004)","key":"36_CR3","DOI":"10.1145\/3262579"},{"key":"36_CR4","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1145\/312129.312220","volume-title":"Proceedings of the Fifth International Conference on Knowledge Discovery and Data Mining","author":"P. Domingos","year":"1999","unstructured":"Domingos, P.: MetaCost: A General Method for Making Classifiers Cost-Sensitive. In: Proceedings of the Fifth International Conference on Knowledge Discovery and Data Mining, pp. 155\u2013164. ACM Press, San Diego (1999)"},{"key":"36_CR5","first-page":"973","volume-title":"Proceedings of the Seventeenth International Joint Conference of Artificial Intelligence","author":"C. Elkan","year":"2001","unstructured":"Elkan, C.: The Foundations of Cost-Sensitive Learning. In: Proceedings of the Seventeenth International Joint Conference of Artificial Intelligence, pp. 973\u2013978. Morgan Kaufmann, Seattle (2001)"},{"key":"36_CR6","first-page":"1022","volume-title":"Proceedings of the 13th International Joint Conference on Artificial Intelligence","author":"U.M. Fayyad","year":"1993","unstructured":"Fayyad, U.M., Irani, K.B.: Multi-interval discretization of continuous-valued attributes for classification learning. In: Proceedings of the 13th International Joint Conference on Artificial Intelligence, pp. 1022\u20131027. Morgan Kaufmann, France (1993)"},{"key":"36_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1007\/BFb0094814","volume-title":"Principles of Data Mining and Knowledge Discovery","author":"K.M. Ting","year":"1998","unstructured":"Ting, K.M.: Inducing Cost-Sensitive Trees via Instance Weighting. In: \u017bytkow, J.M. (ed.) PKDD 1998. LNCS, vol.\u00a01510, pp. 23\u201326. Springer, Heidelberg (1998)"},{"key":"36_CR8","volume-title":"Proceedings of the Twenty-First International Conference on Machine Learning","author":"C.X. Ling","year":"2004","unstructured":"Ling, C.X., Yang, Q., Wang, J., Zhang, S.: Decision Trees with Minimal Costs. In: Proceedings of the Twenty-First International Conference on Machine Learning. Morgan Kaufmann, Banff (2004)"},{"key":"36_CR9","volume-title":"Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence","author":"D. Lizotte","year":"2003","unstructured":"Lizotte, D., Madani, O., Greiner, R.: Budgeted Learning of Na\u00efve-Bayes Classifiers. In: Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence. Morgan Kaufmann, Acapulco (2003)"},{"volume-title":"C4.5: Programs for Machine Learning","year":"1993","unstructured":"Quinlan, J.R. (ed.): C4.5: Programs for Machine Learning. Morgan Kaufmann, San Francisco (1993)","key":"36_CR10"},{"key":"36_CR11","first-page":"7","volume":"13","author":"M. Tan","year":"1993","unstructured":"Tan, M.: Cost-sensitive learning of classification knowledge and its applications in robotics. Machine Learning Journal\u00a013, 7\u201333 (1993)","journal-title":"Machine Learning Journal"},{"key":"36_CR12","doi-asserted-by":"crossref","first-page":"369","DOI":"10.1613\/jair.120","volume":"2","author":"P.D. Turney","year":"1995","unstructured":"Turney, P.D.: Cost-Sensitive Classification: Empirical Evaluation of a Hybrid Genetic Decision Tree Induction Algorithm. Journal of Artificial Intelligence Research\u00a02, 369\u2013409 (1995)","journal-title":"Journal of Artificial Intelligence Research"},{"unstructured":"Turney, P.D.: Types of cost in inductive concept learning. In: Proceedings of the Workshop on Cost-Sensitive Learning at the Seventeenth International Conference on Machine Learning, Stanford University, California (2000)","key":"36_CR13"},{"key":"36_CR14","first-page":"27","volume-title":"Proceedings of the Nineteenth International Conference of Machine Learning","author":"V.B. Zubek","year":"2002","unstructured":"Zubek, V.B., Dietterich, T.: Pruning improves heuristic search for cost-sensitive learning. In: Proceedings of the Nineteenth International Conference of Machine Learning, pp. 27\u201335. Morgan Kaufmann, Sydney (2002)"}],"container-title":["Lecture Notes in Computer Science","Machine Learning: ECML 2005"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11564096_36","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,4,10]],"date-time":"2020-04-10T19:07:30Z","timestamp":1586545650000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11564096_36"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005]]},"ISBN":["9783540292432","9783540316923"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/11564096_36","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2005]]}}}