{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T18:25:18Z","timestamp":1770747918965,"version":"3.49.0"},"reference-count":18,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2017,7,25]],"date-time":"2017-07-25T00:00:00Z","timestamp":1500940800000},"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":["Cluster Comput"],"published-print":{"date-parts":[[2018,3]]},"DOI":"10.1007\/s10586-017-0967-4","type":"journal-article","created":{"date-parts":[[2017,7,25]],"date-time":"2017-07-25T03:58:31Z","timestamp":1500955111000},"page":"623-632","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":22,"title":["Analyzing students\u2019 performance using multi-criteria classification"],"prefix":"10.1007","volume":"21","author":[{"given":"Feras","family":"Al-Obeidat","sequence":"first","affiliation":[]},{"given":"Abdallah","family":"Tubaishat","sequence":"additional","affiliation":[]},{"given":"Anna","family":"Dillon","sequence":"additional","affiliation":[]},{"given":"Babar","family":"Shah","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,7,25]]},"reference":[{"key":"967_CR1","doi-asserted-by":"crossref","unstructured":"Al-Obeidat, F., Belacel, N., Carretero, J.\u00a0A., and Mahanti, P.: Automatic parameter settings for the proaftn classifier using hybrid particle swarm optimization. In: Proceedings of the 23rd Canadian Conference on Artificial Intelligence (2010)","DOI":"10.1007\/978-3-642-13059-5_19"},{"issue":"5","key":"967_CR2","doi-asserted-by":"crossref","first-page":"418","DOI":"10.1016\/j.knosys.2010.02.003","volume":"23","author":"F Al-Obeidat","year":"2010","unstructured":"Al-Obeidat, F., Belacel, N., Carretero, J.A., Mahanti, P.: Differential evolution for learning the classification method proaftn. Knowl. Based Syst. 23(5), 418\u2013426 (2010b)","journal-title":"Knowl. Based Syst."},{"issue":"8","key":"967_CR3","doi-asserted-by":"crossref","first-page":"4971","DOI":"10.1016\/j.asoc.2011.06.003","volume":"11","author":"F Al-Obeidat","year":"2011","unstructured":"Al-Obeidat, F., Belacel, N., Carretero, J.A., Mahanti, P.: An evolutionary framework using particle swarm optimization for classification method proaftn. Appl. Soft Comput. 11(8), 4971\u20134980 (2011)","journal-title":"Appl. Soft Comput."},{"key":"967_CR4","unstructured":"Asuncion, A., Newman, D.: UCI machine learning repository (2007)"},{"key":"967_CR5","unstructured":"Bienkowski, M., Feng, M.: Enhancing Teaching and Learning Through Educational Data Mining and Learning Analytics an Issue Brief. U.S. Department of Education: Office of Educational Technology. http:\/\/www.ed.gov\/technology . Accessed 21 Feb 2016"},{"key":"967_CR6","volume-title":"Proceedings of 5th FUture BUsiness TEChnology Conference (FUBUTEC 2008)","author":"P Cortez","year":"2008","unstructured":"Cortez, P., Silva, A.M.G.: Using data mining to predict secondary school student serformance. In: Brito, A., Teixeira, J. (eds.) Proceedings of 5th FUture BUsiness TEChnology Conference (FUBUTEC 2008). Porto, Portugal (2008)"},{"key":"967_CR7","first-page":"17","volume":"12","author":"B Dietz-Uhler","year":"2013","unstructured":"Dietz-Uhler, B., Hurn, J.E.: Using learning analytics to predict (and improve) student success: a faculty perspective. J. Inter. Online Learn. 12, 17\u201326 (2013)","journal-title":"J. Inter. Online Learn."},{"key":"967_CR8","volume-title":"Correlation-Based Feature Subset Selection for Machine Learning","author":"A Hall","year":"1998","unstructured":"Hall, A.: Correlation-Based Feature Subset Selection for Machine Learning. University of Waikato, Hamilton (1998)"},{"key":"967_CR9","doi-asserted-by":"crossref","unstructured":"Jabeur, K., Guitouni, A.: A generalized framework for concordance\/discordance-based multi-criteria classification methods. In: Proceedings of the 10th International Conference on Information Fusion, pp. 1\u20138. (2007)","DOI":"10.1109\/ICIF.2007.4408150"},{"key":"967_CR10","unstructured":"Kononenko, I.: On biases in estimating multi-valued attributes. In: Proceedings of the 14th International Joint Conference on Articial Intelligence, pp. 1034\u20131040. (1995)"},{"key":"967_CR11","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1016\/S0377-2217(01)00251-X","volume":"138","author":"J L\u00e9ger","year":"2002","unstructured":"L\u00e9ger, J., Martel, J.-M.: A multi-criteria assignment procedure for a nominal sorting problematic. Eur. J. Oper. Res. 138, 349\u2013364 (2002)","journal-title":"Eur. J. Oper. Res."},{"issue":"113","key":"967_CR12","first-page":"17","volume":"2002","author":"J Luan","year":"2002","unstructured":"Luan, J.: Data mining and its applications in higher education. New Dir. Inst. Res. 2002(113), 17\u201336 (2002)","journal-title":"New Dir. Inst. Res."},{"key":"967_CR13","doi-asserted-by":"crossref","unstructured":"http:\/\/dx.doi.org\/10.1787\/eag_highlights-2012-en","DOI":"10.1787\/eag_highlights-2012-en"},{"key":"967_CR14","doi-asserted-by":"crossref","unstructured":"Ma, Y., Liu, B., Wong, C.\u00a0K., Yu, P.\u00a0S., Lee, S.\u00a0M.: Targeting the right students using data mining. In: Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 457\u2013464 (2002)","DOI":"10.1145\/347090.347184"},{"key":"967_CR15","unstructured":"Minaei-Bidgoli, B., Kashy, D.\u00a0A., Kortemeyer, G., Punch, W.: Predicting student performance: an application of data mining methods with an educational web-based system. In: Proceedings of the Frontiers in Education, 2003. FIE 2003 33rd annual, pp. T2A\u201313. IEEE (2003)"},{"key":"967_CR16","volume-title":"Education at a Glance 2012: Highlights","author":"OECD","year":"2012","unstructured":"OECD: Education at a Glance 2012: Highlights. OECD Publishing, Paris (2012)"},{"key":"967_CR17","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-2500-1","volume-title":"Multicriteria methodology for decision aiding","author":"B Roy","year":"1996","unstructured":"Roy, B.: Multicriteria methodology for decision aiding. Kluwer Academic, Dordrecht (1996)"},{"key":"967_CR18","series-title":"Data mining: Practical Machine Learning Tools and Techniques","volume-title":"Morgan Kaufmann Series in Data Management Systems","author":"H Witten","year":"2005","unstructured":"Witten, H.: Morgan Kaufmann Series in Data Management Systems. Data mining: Practical Machine Learning Tools and Techniques. University of Waikato, New Zealand (2005)"}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10586-017-0967-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-017-0967-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-017-0967-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,24]],"date-time":"2025-06-24T17:42:30Z","timestamp":1750786950000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10586-017-0967-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,7,25]]},"references-count":18,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2018,3]]}},"alternative-id":["967"],"URL":"https:\/\/doi.org\/10.1007\/s10586-017-0967-4","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"value":"1386-7857","type":"print"},{"value":"1573-7543","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,7,25]]}}}