{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T08:26:14Z","timestamp":1751358374323},"publisher-location":"Berlin, Heidelberg","reference-count":15,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540292449"},{"type":"electronic","value":"9783540316657"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2005]]},"DOI":"10.1007\/11564126_29","type":"book-chapter","created":{"date-parts":[[2005,11,4]],"date-time":"2005-11-04T05:24:55Z","timestamp":1131081895000},"page":"274-284","source":"Crossref","is-referenced-by-count":16,"title":["Hybrid Cost-Sensitive Decision Tree"],"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"}]}],"member":"297","reference":[{"key":"29_CR1","unstructured":"Blake, C.L., Merz, C.J.: UCI Repository of machine learning databases (website). Irvine, CA: University of California, Department of Information and Computer Science (1998)"},{"key":"29_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, Brighton, UK. IEEE Computer Society Press, Los Alamitos (2004)"},{"volume-title":"Special Issue on Learning from Imbalanced Datasets. SIGKDD","year":"2004","key":"29_CR3","unstructured":"Chawla, N.V., Japkowicz, N., Kolcz, A. (eds.): Special Issue on Learning from Imbalanced Datasets. SIGKDD 6(1) (2004)"},{"key":"29_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, San Diego, CA, pp. 155\u2013164. ACM Press, New York (1999)"},{"key":"29_CR5","first-page":"973","volume-title":"In 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: In Proceedings of the Seventeenth International Joint Conference of Artificial Intelligence, Seattle, Washington, pp. 973\u2013978. Morgan Kaufmann, San Francisco (2001)"},{"key":"29_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, France, pp. 1022\u20131027. Morgan Kaufmann, San Francisco (1993)"},{"key":"29_CR7","first-page":"23","volume-title":"Proceedings of the Second European Symposium on 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: Proceedings of the Second European Symposium on Principles of Data Mining and Knowledge Discovery, pp. 23\u201326. Springer, Heidelberg (1998)"},{"key":"29_CR8","first-page":"202","volume-title":"Proceeding of the Second International Conference on Knowledge Discovery and Data Mining (KDD 1996)","author":"R. Kohavi","year":"1996","unstructured":"Kohavi, R.: Scaling up the accuracy of Na\u00efve-Bayes Classifier: a Decision-Tree Hybrid. In: Proceeding of the Second International Conference on Knowledge Discovery and Data Mining (KDD 1996), pp. 202\u2013207. AAAI Press, Menlo Park (1996)"},{"key":"29_CR9","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, Banff, Alberta. Morgan Kaufmann, San Francisco (2004)"},{"key":"29_CR10","first-page":"231","volume":"6","author":"M. Nunez","year":"1991","unstructured":"Nunez, M.: The use of background knowledge in decision tree induction. Machine learning\u00a06, 231\u2013250 (1991)","journal-title":"Machine learning"},{"volume-title":"C4.5: Programs for Machine Learning","year":"1993","key":"29_CR11","unstructured":"Quinlan, J.R. (ed.): C4.5: Programs for Machine Learning. Morgan Kaufmann, San Francisco (1993)"},{"key":"29_CR12","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":"29_CR13","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"},{"key":"29_CR14","volume-title":"Proceedings of the Workshop on Cost-Sensitive Learning at the Seventeenth International Conference on Machine Learning","author":"P.D. Turney","year":"2000","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":"29_CR15","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, Sydney, Australia, pp. 27\u201335. Morgan Kaufmann, San Francisco (2002)"}],"container-title":["Lecture Notes in Computer Science","Knowledge Discovery in Databases: PKDD 2005"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11564126_29.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,27]],"date-time":"2021-04-27T03:15:38Z","timestamp":1619493338000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11564126_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005]]},"ISBN":["9783540292449","9783540316657"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/11564126_29","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2005]]}}}