{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,19]],"date-time":"2025-09-19T07:36:58Z","timestamp":1758267418733,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540884231"},{"type":"electronic","value":"9783540884255"}],"license":[{"start":{"date-parts":[[2008,1,1]],"date-time":"2008-01-01T00:00:00Z","timestamp":1199145600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2008]]},"DOI":"10.1007\/978-3-540-88425-5_19","type":"book-chapter","created":{"date-parts":[[2008,10,15]],"date-time":"2008-10-15T14:15:44Z","timestamp":1224080144000},"page":"181-190","source":"Crossref","is-referenced-by-count":17,"title":["Action Rules Discovery without Pre-existing Classification Rules"],"prefix":"10.1007","author":[{"given":"Zbigniew W.","family":"Ra\u015b","sequence":"first","affiliation":[]},{"given":"Agnieszka","family":"Dardzi\u0144ska","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"19_CR1","unstructured":"Agrawal, R., Srikant, R.: Fast algorithm for mining association rules. In: Proceeding of the Twentieth International Conference on VLDB, pp. 487\u2013499 (1994)"},{"key":"19_CR2","first-page":"143","volume-title":"Foundations and Novel Approaches in Data Mining, Studies in Computational Intelligence","author":"A. Dardzi\u0144ska","year":"2006","unstructured":"Dardzi\u0144ska, A., Ra\u015b, Z.: Extracting rules from incomplete decision systems. In: Foundations and Novel Approaches in Data Mining, Studies in Computational Intelligence, vol.\u00a09, pp. 143\u2013154. Springer, Heidelberg (2006)"},{"issue":"1-2","key":"19_CR3","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1080\/09528130512331315864","volume":"17","author":"S. Greco","year":"2005","unstructured":"Greco, S., Matarazzo, B., Pappalardo, N., Slowi\u0144ski, R.: Measuring expected effects of interventions based on decision rules. J. Exp. Theor. Artif. Intell.\u00a017(1-2), 103\u2013118 (2005)","journal-title":"J. Exp. Theor. Artif. Intell."},{"issue":"1","key":"19_CR4","doi-asserted-by":"crossref","first-page":"27","DOI":"10.3233\/FI-1997-3113","volume":"31","author":"J. Grzymala-Busse","year":"1997","unstructured":"Grzymala-Busse, J.: A new version of the rule induction system LERS. Fundamenta Informaticae\u00a031(1), 27\u201339 (1997)","journal-title":"Fundamenta Informaticae"},{"issue":"3","key":"19_CR5","doi-asserted-by":"publisher","first-page":"691","DOI":"10.1016\/j.eswa.2005.04.031","volume":"29","author":"Z. He","year":"2005","unstructured":"He, Z., Xu, X., Deng, S., Ma, R.: Mining action rules from scratch. Expert Systems with Applications\u00a029(3), 691\u2013699 (2005)","journal-title":"Expert Systems with Applications"},{"key":"19_CR6","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"160","DOI":"10.1007\/978-3-540-68123-6_18","volume-title":"Foundations of Intelligent Systems","author":"S. Im","year":"2008","unstructured":"Im, S., Ras, Z.W.: Action rule extraction from a decision table: ARED. In: An, A., Matwin, S., Ra\u015b, Z.W., \u015al\u0119zak, D. (eds.) Foundations of Intelligent Systems. LNCS (LNAI), vol.\u00a04994, pp. 160\u2013168. Springer, Heidelberg (2008)"},{"key":"19_CR7","first-page":"819","volume-title":"Proceedings of the International Conference on Multimedia and Ubiquitous Engineering (MUE 2007)","author":"R. Lewis","year":"2007","unstructured":"Lewis, R., Ras, Z.W.: Rules for processing and manipulating scalar music theory. In: Proceedings of the International Conference on Multimedia and Ubiquitous Engineering (MUE 2007), Seoul, South Korea, April 26-28, 2007, pp. 819\u2013824. IEEE Computer Society, Los Alamitos (2007)"},{"key":"19_CR8","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1007\/978-3-540-68123-6_48","volume-title":"Foundations of Intelligent Systems","author":"R. Lewis","year":"2008","unstructured":"Lewis, R., Jiang, W., Ras, Z.W.: Mining scalar representations in a non-tagged music database. In: An, A., Matwin, S., Ra\u015b, Z.W., \u015al\u0119zak, D. (eds.) Foundations of Intelligent Systems. LNCS (LNAI), vol.\u00a04994, pp. 445\u2013454. Springer, Heidelberg (2008)"},{"key":"19_CR9","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1016\/0306-4379(81)90023-5","volume":"6","author":"Z. Pawlak","year":"1981","unstructured":"Pawlak, Z.: Information systems - theoretical foundations. Information Systems Journal\u00a06, 205\u2013218 (1981)","journal-title":"Information Systems Journal"},{"key":"19_CR10","doi-asserted-by":"publisher","first-page":"511","DOI":"10.1145\/1244002.1244120","volume-title":"Proceedings of the 2007 ACM symposium on Applied computing","author":"Y. Qiao","year":"2007","unstructured":"Qiao, Y., Zhong, K., Wang, H.-A., Li, X.: Developing event-condition-action rules in real-time active database. In: Proceedings of the 2007 ACM symposium on Applied computing, pp. 511\u2013516. ACM, New York (2007)"},{"key":"19_CR11","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1007\/978-3-540-73451-2_10","volume-title":"Rough Sets and Intelligent Systems Paradigms","author":"Z.W. Ras","year":"2007","unstructured":"Ras, Z.W., Zhang, X., Lewis, R.: MIRAI: Multi-hierarchical, FS-tree based music information retrieval system. In: Kryszkiewicz, M., Peters, J.F., Rybinski, H., Skowron, A. (eds.) RSEISP 2007. LNCS (LNAI), vol.\u00a04585, pp. 80\u201389. Springer, Heidelberg (2007)"},{"key":"19_CR12","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1007\/11875604_51","volume-title":"Foundations of Intelligent Systems","author":"Z.W. Ra\u015b","year":"2006","unstructured":"Ra\u015b, Z.W., Dardzi\u0144ska, A.: Action rules discovery, a new simplified strategy. In: Esposito, F., Ra\u015b, Z.W., Malerba, D., Semeraro, G. (eds.) ISMIS 2006. LNCS (LNAI), vol.\u00a04203, pp. 445\u2013453. Springer, Heidelberg (2006)"},{"key":"19_CR13","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"crossref","first-page":"587","DOI":"10.1007\/3-540-45372-5_70","volume-title":"Principles of Data Mining and Knowledge Discovery, Proceedings of PKDD 2000","author":"Z.W. Ra\u015b","year":"2000","unstructured":"Ra\u015b, Z.W., Wieczorkowska, A.: Action-Rules: How to increase profit of a company. In: Zighed, D.A., Komorowski, J., \u017bytkow, J.M. (eds.) PKDD 2000. LNCS (LNAI), vol.\u00a01910, pp. 587\u2013592. Springer, Heidelberg (2000)"},{"key":"19_CR14","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"196","DOI":"10.1007\/978-3-540-68416-9_16","volume-title":"Mining Complex Data","author":"Z. Ra\u015b","year":"2008","unstructured":"Ra\u015b, Z., Wyrzykowska, E., Wasyluk, H.: ARAS: Action rules discovery based on agglomerative strategy, in Mining Complex Data. In: Ra\u015b, Z.W., Tsumoto, S., Zighed, D.A. (eds.) MCD 2007. LNCS (LNAI), vol.\u00a04944, pp. 196\u2013208. Springer, Heidelberg (2008)"},{"key":"19_CR15","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1007\/978-3-540-68123-6_19","volume-title":"Foundations of Intelligent Systems","author":"L.-S. Tsay","year":"2008","unstructured":"Tsay, L.-S., Ras, Z.W.: Discovering the concise set of actionable patterns. In: An, A., Matwin, S., Ra\u015b, Z.W., \u015al\u0119zak, D. (eds.) Foundations of Intelligent Systems. LNCS (LNAI), vol.\u00a04994, pp. 169\u2013178. Springer, Heidelberg (2008)"},{"key":"19_CR16","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"322","DOI":"10.1007\/978-3-540-72530-5_38","volume-title":"Rough Sets, Fuzzy Sets, Data Mining and Granular Computing","author":"A. Tzacheva","year":"2007","unstructured":"Tzacheva, A., Ras, Z.W.: Constraint based action rule discovery with single classification rules. In: An, A., Stefanowski, J., Ramanna, S., Butz, C.J., Pedrycz, W., Wang, G. (eds.) RSFDGrC 2007. LNCS (LNAI), vol.\u00a04482, pp. 322\u2013329. Springer, Heidelberg (2007)"}],"container-title":["Lecture Notes in Computer Science","Rough Sets and Current Trends in Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-88425-5_19","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,9]],"date-time":"2020-05-09T08:36:41Z","timestamp":1589013401000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-88425-5_19"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008]]},"ISBN":["9783540884231","9783540884255"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-88425-5_19","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2008]]}}}