{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,3]],"date-time":"2025-11-03T22:57:52Z","timestamp":1762210672438},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642318993"},{"type":"electronic","value":"9783642319006"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-31900-6_9","type":"book-chapter","created":{"date-parts":[[2012,7,28]],"date-time":"2012-07-28T03:22:28Z","timestamp":1343445748000},"page":"63-70","source":"Crossref","is-referenced-by-count":4,"title":["A Fuzzy-Rough Sets Based Compact Rule Induction Method for Classifying Hybrid Data"],"prefix":"10.1007","author":[{"given":"Yang","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qinglei","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elisabeth","family":"Rakus-Andersson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guohua","family":"Bai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"1","key":"9_CR1","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1016\/j.eswa.2007.09.058","volume":"36","author":"S. Gebus","year":"2009","unstructured":"Gebus, S., Leiviska, K.: Knowledge acquisition for decision support systems on an electronic assembly line. Expert Systems with Applications\u00a036(1), 93\u2013101 (2009)","journal-title":"Expert Systems with Applications"},{"key":"9_CR2","first-page":"81","volume":"1","author":"J. Quinlan","year":"1986","unstructured":"Quinlan, J.: Induction of decision trees. Machine Learning\u00a01, 81\u2013106 (1986)","journal-title":"Machine Learning"},{"issue":"4","key":"9_CR3","doi-asserted-by":"publisher","first-page":"1304","DOI":"10.1016\/j.asoc.2009.04.004","volume":"9","author":"S. Garc\u0131a","year":"2009","unstructured":"Garc\u0131a, S., Fernandez, A., Herrera, F.: Enhancing the effectiveness and interpretability of decision tree and rule induction classifiers with evolutionary training set selection over imbalanced problems. Applied Soft Computing\u00a09(4), 1304\u20131314 (2009)","journal-title":"Applied Soft Computing"},{"key":"9_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"590","DOI":"10.1007\/978-3-642-13529-3_63","volume-title":"Rough Sets and Current Trends in Computing","author":"J.W. Grzymala-Busse","year":"2010","unstructured":"Grzymala-Busse, J.W., Marepally, S.R., Yao, Y.: An Empirical Comparison of Rule Sets Induced by LERS and Probabilistic Rough Classification. In: Szczuka, M., Kryszkiewicz, M., Ramanna, S., Jensen, R., Hu, Q. (eds.) RSCTC 2010. LNCS, vol.\u00a06086, pp. 590\u2013599. Springer, Heidelberg (2010)"},{"issue":"1","key":"9_CR5","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/j.ins.2006.06.003","volume":"177","author":"Z. Pawlak","year":"2007","unstructured":"Pawlak, Z., Skowron, A.: Rudiments of rough sets. Information Science\u00a0177(1), 3\u201327 (2007)","journal-title":"Information Science"},{"issue":"12","key":"9_CR6","doi-asserted-by":"publisher","first-page":"3509","DOI":"10.1016\/j.patcog.2007.03.017","volume":"40","author":"Q. Hu","year":"2007","unstructured":"Hu, Q., Xie, Z., Yu, D.: Hybrid attribute reduction based on a novel fuzzy-rough model and information granulation. Pattern Recognition\u00a040(12), 3509\u20133521 (2007)","journal-title":"Pattern Recognition"},{"issue":"2","key":"9_CR7","doi-asserted-by":"crossref","first-page":"121","DOI":"10.3233\/FI-2009-121","volume":"94","author":"P. Blajdo","year":"2009","unstructured":"Blajdo, P., Hippe, Z., Mroczek, T., Grzymala-Busse, J., Knap, M., Piatek, L.: An Extended Comparison of Six Approaches to Discretization\u2013A Rough Set Approach. Fundamenta Informaticae\u00a094(2), 121\u2013131 (2009)","journal-title":"Fundamenta Informaticae"},{"key":"9_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-642-11479-3_1","volume-title":"Transactions on Rough Sets XI","author":"J.W. Grzymala-Busse","year":"2010","unstructured":"Grzymala-Busse, J.W.: Mining Numerical Data \u2013 A Rough Set Approach. In: Peters, J.F., Skowron, A. (eds.) Transactions on Rough Sets XI. LNCS, vol.\u00a05946, pp. 1\u201313. Springer, Heidelberg (2010)"},{"issue":"2-3","key":"9_CR9","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1080\/03081079008935107","volume":"17","author":"D. Dubois","year":"1990","unstructured":"Dubois, D., Prade, H.: Rough fuzzy sets and fuzzy rough sets. International Journal of General Systems\u00a017(2-3), 191\u2013209 (1990)","journal-title":"International Journal of General Systems"},{"key":"9_CR10","doi-asserted-by":"crossref","unstructured":"Jensen, R., Cornelis, C., Shen, Q.: Hybrid fuzzy-rough rule induction and feature selection. In: IEEE International Conference on Fuzzy Systems, pp. 1151\u20131156 (2009)","DOI":"10.1109\/FUZZY.2009.5277058"},{"issue":"11","key":"9_CR11","doi-asserted-by":"publisher","first-page":"1632","DOI":"10.1016\/j.patrec.2005.01.006","volume":"26","author":"R.B. Bhatt","year":"2005","unstructured":"Bhatt, R.B., Gopal, M.: On the compact computational domain of fuzzy-rough sets. Pattern Recognition Letters\u00a026(11), 1632\u20131640 (2005)","journal-title":"Pattern Recognition Letters"},{"key":"9_CR12","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1109\/TSMCB.2005.852983","volume":"36","author":"L.A. Kurgan","year":"2006","unstructured":"Kurgan, L.A., Cios, K.J., Dick, S.: Highly scalable and robust rule learner: Performance evaluation and comparison. IEEE Transactions on Systems Man and Cybernetics\u00a036, 32\u201353 (2006)","journal-title":"IEEE Transactions on Systems Man and Cybernetics"},{"issue":"2","key":"9_CR13","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1109\/TKDE.2004.1269594","volume":"16","author":"L.A. Kurgan","year":"2004","unstructured":"Kurgan, L.A., Cios, K.J.: CAIM discretization algorithm. IEEE Transactions on Data and Knowldge Engineering\u00a016(2), 145\u2013153 (2004)","journal-title":"IEEE Transactions on Data and Knowldge Engineering"},{"key":"9_CR14","unstructured":"Frank, A., Asuncion, A.: UCI machine learning repository (2010), http:\/\/archive.ics.uci.edu\/ml"}],"container-title":["Lecture Notes in Computer Science","Rough Sets and Knowledge Technology"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-31900-6_9.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,4]],"date-time":"2021-05-04T11:50:42Z","timestamp":1620129042000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-31900-6_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642318993","9783642319006"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-31900-6_9","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}