{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,19]],"date-time":"2026-04-19T05:01:41Z","timestamp":1776574901311,"version":"3.51.2"},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642336089","type":"print"},{"value":"9783642336096","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-33609-6_13","type":"book-chapter","created":{"date-parts":[[2012,9,25]],"date-time":"2012-09-25T22:58:43Z","timestamp":1348613923000},"page":"129-140","source":"Crossref","is-referenced-by-count":8,"title":["Decision Tree Selection in an Industrial Machine Fault Diagnostics"],"prefix":"10.1007","author":[{"given":"Nour El Islem","family":"Karabadji","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hassina","family":"Seridi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ilyes","family":"Khelf","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lakhdar","family":"Laouar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"13_CR1","doi-asserted-by":"crossref","unstructured":"Cha, S.-H., Tappert, C.: A Genetic Algorithm for Constructing CompactBinary Decision Trees. Journal of Pattern Recognition Research (2009)","DOI":"10.13176\/11.44"},{"key":"13_CR2","doi-asserted-by":"crossref","unstructured":"Chen, J., Wang, X., Zhai, J.: Pruning Decision Tree Using Genetic Algorithms. In: International Conference on Artificial Intelligence and Computational Intelligence (2009)","DOI":"10.1109\/AICI.2009.351"},{"key":"13_CR3","first-page":"123","volume":"24","author":"L. Breiman","year":"1996","unstructured":"Breiman, L.: Bagging predictors. Machine Learning\u00a024, 123\u2013140 (1996)","journal-title":"Machine Learning"},{"key":"13_CR4","doi-asserted-by":"crossref","unstructured":"Hall, M., Frank, E., Holmes, G., Pfahringer, B., Reutemann, P., Witten, I.: The WEKA Data Mining Software: An Update. SIGKDD Explorations, 11 (2009)","DOI":"10.1145\/1656274.1656278"},{"issue":"1","key":"13_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1017\/S0269888997000015","volume":"12","author":"L.A. Breslow","year":"1997","unstructured":"Breslow, L.A., Aha, D.W.: Simplifying decision trees: a survey. Knowledge Engineering Review\u00a012(1), 1\u201340 (1997)","journal-title":"Knowledge Engineering Review"},{"key":"13_CR6","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1007\/978-3-642-28768-8_29","volume-title":"Condition Monitoring of Machinery in Non-Stationary Operations","author":"N.E.I. Karabadji","year":"2012","unstructured":"Karabadji, N.E.I., Khelf, I., Seridi, H., Laouar, L.: Genetic Optimization of Decision Tree Choice for Fault Diagnosis in an Industrial Ventilator. In: Fakhfakh, T., Bartelmus, W., Chaari, F., Zimroz, R., Haddar, M. (eds.) Condition Monitoring of Machinery in Non-Stationary Operations, vol.\u00a0110 Part III, pp. 277\u2013283. Springer, Heidelberg (2012)"},{"key":"13_CR7","doi-asserted-by":"publisher","first-page":"529","DOI":"10.1016\/j.jsv.2007.07.035","volume":"309","author":"K. Worden","year":"2008","unstructured":"Worden, K., Manson, G., Hilson, G., Pierce, S.: Genetic optimisation of a neural damage locator. Journal of Sound and Vibration\u00a0309, 529\u2013544 (2008)","journal-title":"Journal of Sound and Vibration"},{"key":"13_CR8","doi-asserted-by":"crossref","unstructured":"Stein, G., Chen, B., Wu, A.S., Hua, K.A.: Decision tree classifier for network intrusion detection with GA-based feature selection. In: Proceedings ACM Southeast Regional Conference, Kennesaw, Georgia, USA (2005)","DOI":"10.1145\/1167253.1167288"},{"key":"13_CR9","unstructured":"Zhao, Q., Shirasaka, M.: A Study on Evolutionary Design of Binary Decision Trees. In: Proceedings of the Congress on Evolutionary Computation, vol.\u00a03, pp. 1988\u20131993. IEEE (1999)"},{"key":"13_CR10","unstructured":"Bennett, K., Blue, J.: Optimal decision trees. Tech. Rpt. No. 214 Department of Mathematical Sciences, Rensselaer Polytechnic Institute, Troy, New York (1996)"},{"key":"13_CR11","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"461","DOI":"10.1007\/978-3-540-24840-8_38","volume-title":"Advances in Artificial Intelligence","author":"K.M. Kim","year":"2004","unstructured":"Kim, K.M., Park, J.J., Song, M.H., Kim, I.-C., Suen, C.Y.: Binary Decision Tree Using Genetic Algorithm for Recognizing Defect Patterns of Cold Mill Strip. In: Tawfik, A.Y., Goodwin, S.D. (eds.) Canadian AI 2004. LNCS (LNAI), vol.\u00a03060, pp. 461\u2013466. Springer, Heidelberg (2004)"},{"key":"13_CR12","doi-asserted-by":"crossref","unstructured":"Gehrke, J., Ganti, V., Rama krishnan R., Loh, W.: BOAT- Optimistic Decision Tree Construction. In: Proc. of the ACM SIGMOD Conference on Management of Data, pp. 169\u2013180 (1999)","DOI":"10.1145\/304181.304197"},{"issue":"11","key":"13_CR13","first-page":"722","volume":"1","author":"A. Khalafallah","year":"2011","unstructured":"Khalafallah, A.: Constructing Near Optimal Binary Decision Tree Classifier Using Genetic Algorithm. International Journal of Computer Science and Engineering Technology\u00a01(11), 722\u2013724 (2011)","journal-title":"International Journal of Computer Science and Engineering Technology"},{"key":"13_CR14","unstructured":"Goldberg, D.L.: Genetic Algorithms in Search Optimization, and Machine Learning. Addison- Wesley (1989)"}],"container-title":["Lecture Notes in Computer Science","Model and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-33609-6_13.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,24]],"date-time":"2020-11-24T03:12:27Z","timestamp":1606187547000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-33609-6_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642336089","9783642336096"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-33609-6_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012]]}}}