{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T04:10:04Z","timestamp":1748751004237,"version":"3.41.0"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319261348"},{"type":"electronic","value":"9783319261355"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-26135-5_5","type":"book-chapter","created":{"date-parts":[[2015,11,7]],"date-time":"2015-11-07T12:26:20Z","timestamp":1446899180000},"page":"57-71","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Fault Data Analytics Using Decision Tree for Fault Detection"],"prefix":"10.1007","author":[{"given":"Ha Manh","family":"Tran","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sinh","family":"Van Nguyen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Son Thanh","family":"Le","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Quy Tran","family":"Vu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,11,8]]},"reference":[{"issue":"6","key":"5_CR1","doi-asserted-by":"publisher","first-page":"599","DOI":"10.1016\/j.future.2008.12.001","volume":"25","author":"R Buyya","year":"2009","unstructured":"Buyya, R., Yeo, C.S., Venugopal, S., Broberg, J., Brandic, I.: Cloud computing and emerging it platforms: vision, hype, and reality for delivering computing as the 5th utility. Future Gener. Comput. Syst. 25(6), 599\u2013616 (2009)","journal-title":"Future Gener. Comput. Syst."},{"issue":"4","key":"5_CR2","doi-asserted-by":"publisher","first-page":"50","DOI":"10.1145\/1721654.1721672","volume":"53","author":"M Armbrust","year":"2010","unstructured":"Armbrust, M., Fox, A., Griffith, R., Joseph, A.D., Katz, R., Konwinski, A., Lee, G., Patterson, D., Rabkin, A., Stoica, I., Zaharia, M.: A view of cloud computing. ACM Commun. 53(4), 50\u201358 (2010)","journal-title":"ACM Commun."},{"key":"5_CR3","volume-title":"Classification and Regression Trees","author":"L Breiman","year":"1984","unstructured":"Breiman, L., Friedman, J.H., Olshen, R.A., Stone, C.J.: Classification and Regression Trees. Chapman & Hall\/CRC, New York (1984)"},{"key":"5_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"50","DOI":"10.1007\/978-3-540-75694-1_5","volume-title":"Managing Virtualization of Networks and Services","author":"HM Tran","year":"2007","unstructured":"Tran, H.M., Sch\u00f6nw\u00e4lder, J.: Fault representation in case-based reasoning. In: Clemm, A., Granville, L.Z., Stadler, R. (eds.) DSOM 2007. LNCS, vol. 4785, pp. 50\u201361. Springer, Heidelberg (2007)"},{"key":"5_CR5","unstructured":"Tran, H.M., Le, S.T., Ha, S.V.U., Huynh, T.K.: Software bug ontology supporting bug search on peer-to-peer networks. In: Proceeding 6th International KES Conference on Agents and Multi-agent Systems Technologies and Applications (AMSTA 2013). IOS Press (2013)"},{"key":"5_CR6","doi-asserted-by":"crossref","unstructured":"Sinnamon, R.M., Andrews, J.D.: Fault tree analysis and binary decision diagrams. In: Proceeding in Reliability and Maintainability Annual Symposium, pp. 215\u2013222 (1996)","DOI":"10.1109\/RAMS.1996.500665"},{"issue":"1","key":"5_CR7","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1016\/S0951-8320(02)00107-2","volume":"78","author":"KA Reay","year":"2002","unstructured":"Reay, K.A., Andrews, J.D.: A fault tree analysis strategy using binary decision diagrams. Reliab. Eng. Syst. Saf. 78(1), 45\u201356 (2002)","journal-title":"Reliab. Eng. Syst. Saf."},{"key":"5_CR8","doi-asserted-by":"crossref","unstructured":"Francis, P., Leon, D., Minch, M., Podgurski, A.: Tree-based methods for classifying software failures. In: Proceedings of 15th International Symposium on Software Reliability Engineering (ISSRE 2004), pp. 451\u2013462. IEEE, Washington (2004)","DOI":"10.1109\/ISSRE.2004.43"},{"key":"5_CR9","doi-asserted-by":"crossref","unstructured":"Zheng, A.X., Lloyd, J., Brewer, E.: Failure diagnosis using decision trees. In: Proceeding of 1st International Conference on Autonomic Computing (ICAC 2004), pp. 36\u201343. IEEE Computer Society, Washington (2004)","DOI":"10.1109\/ICAC.2004.1301345"},{"issue":"1","key":"5_CR10","first-page":"81","volume":"1","author":"JR Quinlan","year":"1986","unstructured":"Quinlan, J.R.: Induction of decision trees. Mach. Learn. 1(1), 81\u2013106 (1986)","journal-title":"Mach. Learn."},{"key":"5_CR11","volume-title":"C4.5: Programs for Machine Learning","author":"JR Quinlan","year":"1993","unstructured":"Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Francisco (1993)"},{"issue":"2","key":"5_CR12","doi-asserted-by":"publisher","first-page":"119","DOI":"10.2307\/2986296","volume":"29","author":"GV Kass","year":"1980","unstructured":"Kass, G.V.: An exploratory technique for investigating large quantities of categorical data. Appl. Stat. 29(2), 119\u2013127 (1980)","journal-title":"Appl. Stat."},{"key":"5_CR13","unstructured":"Mozilla Bug Tracking System. https:\/\/bugzilla.mozilla.org\/ . Accessed Jan 2015"},{"key":"5_CR14","unstructured":"Launchpad Bugs. https:\/\/bugs.launchpad.net\/ . Accessed Jan 2015"},{"key":"5_CR15","unstructured":"Mantis Bug Tracker. https:\/\/www.mantisbt.org\/ . Accessed Jan 2015"},{"key":"5_CR16","unstructured":"Debian Bug Tracking System. https:\/\/www.debian.org\/Bugs\/ . Accessed Jan 2015"},{"issue":"3","key":"5_CR17","doi-asserted-by":"publisher","first-page":"285","DOI":"10.1007\/s10922-009-9134-4","volume":"17","author":"HM Tran","year":"2009","unstructured":"Tran, H.M., Lange, C., Chulkov, G., Sch\u00f6nw\u00e4lder, J., Kohlhase, M.: Applying semantic techniques to search and analyze bug tracking data. J. Netw. Syst. Manag. 17(3), 285\u2013308 (2009)","journal-title":"J. Netw. Syst. Manag."},{"key":"5_CR18","first-page":"2825","volume":"12","author":"F Pedregosa","year":"2011","unstructured":"Pedregosa, F., Varoquaux, G., Gramfort, A., Michel, V., Thirion, B., Grisel, O., Blondel, M., Prettenhofer, P., Weiss, R., Dubourg, V., Vanderplas, J., Passos, A., Cournapeau, D., Brucher, M., Perrot, M., Duchesnay, E.: Scikit-learn: machine learning in python. J. Mach. Learn. Res. 12, 2825\u20132830 (2011)","journal-title":"J. Mach. Learn. Res."},{"key":"5_CR19","unstructured":"Oliphant, T.: A guide to NumPy, vol. 1. Trelgol Publishing, USA (2006)"},{"key":"5_CR20","volume-title":"Learning SciPy for Numerical and Scientific Computing","author":"FB Silva","year":"2013","unstructured":"Silva, F.B.: Learning SciPy for Numerical and Scientific Computing. Packt Publishing, Birmingham (2013)"},{"key":"5_CR21","doi-asserted-by":"crossref","unstructured":"Hall, L.O., Chawla, N., Bowyer, K.W.: Decision tree learning on very large data sets. In: Proceedings of IEEE International Conference on Systems, Man and Cybernetics, vol. 3, pp. 2579\u20132584. IEEE (1998)","DOI":"10.1109\/ICSMC.1998.725047"}],"container-title":["Lecture Notes in Computer Science","Future Data and Security Engineering"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-26135-5_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,31]],"date-time":"2025-05-31T10:26:53Z","timestamp":1748687213000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-26135-5_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319261348","9783319261355"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-26135-5_5","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]}}}