{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T00:55:13Z","timestamp":1740099313092,"version":"3.37.3"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030209148"},{"type":"electronic","value":"9783030209155"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","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":[[2019]]},"DOI":"10.1007\/978-3-030-20915-5_29","type":"book-chapter","created":{"date-parts":[[2019,5,27]],"date-time":"2019-05-27T09:03:06Z","timestamp":1558947786000},"page":"319-326","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Experimental Study of Totally Optimal Decision Rules"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9851-1420","authenticated-orcid":false,"given":"Mohammad","family":"Azad","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0085-9483","authenticated-orcid":false,"given":"Mikhail","family":"Moshkov","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,5,27]]},"reference":[{"key":"29_CR1","series-title":"ISRL","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-91839-6","volume-title":"Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining","author":"H AbouEisha","year":"2019","unstructured":"AbouEisha, H., Amin, T., Chikalov, I., Hussain, S., Moshkov, M.: Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining. ISRL, vol. 146. Springer, Cham (2019). \n                      https:\/\/doi.org\/10.1007\/978-3-319-91839-6"},{"key":"29_CR2","unstructured":"Alkhalid, A., Amin, T., Chikalov, I., Hussain, S., Moshkov, M., Zielosko, B.: Dagger: a tool for analysis and optimization of decision trees and rules. In: Ficarra, F.V.C., Kratky, A., Veltman, K.H., Ficarra, M.C., Nicol, E., Brie, M. (eds.) Computational Informatics, Social Factors and New Information Technologies: Hypermedia Perspectives and Avant-Garde Experiencies in the Era of Communicability Expansion, pp. 29\u201339. Blue Herons (2011)"},{"issue":"6","key":"29_CR3","doi-asserted-by":"publisher","first-page":"614","DOI":"10.1080\/03081079.2013.798902","volume":"42","author":"A Alkhalid","year":"2013","unstructured":"Alkhalid, A., Amin, T., Chikalov, I., Hussain, S., Moshkov, M., Zielosko, B.: Optimization and analysis of decision trees and rules: dynamic programming approach. Int. J. Gen. Syst. 42(6), 614\u2013634 (2013)","journal-title":"Int. J. Gen. Syst."},{"key":"29_CR4","doi-asserted-by":"publisher","first-page":"453","DOI":"10.1016\/j.dam.2017.10.024","volume":"236","author":"T Amin","year":"2018","unstructured":"Amin, T., Moshkov, M.: Totally optimal decision rules. Discrete Appl. Math. 236, 453\u2013458 (2018)","journal-title":"Discrete Appl. Math."},{"issue":"6","key":"29_CR5","doi-asserted-by":"publisher","first-page":"846","DOI":"10.1016\/j.dam.2007.06.004","volume":"156","author":"TO Bonates","year":"2008","unstructured":"Bonates, T.O., Hammer, P.L., Kogan, A.: Maximum patterns in datasets. Discrete Appl. Math. 156(6), 846\u2013861 (2008)","journal-title":"Discrete Appl. Math."},{"key":"29_CR6","first-page":"163","volume":"79","author":"E Boros","year":"1997","unstructured":"Boros, E., Hammer, P.L., Ibaraki, T., Kogan, A.: Logical analysis of numerical data. Math. Program. 79, 163\u2013190 (1997)","journal-title":"Math. Program."},{"key":"29_CR7","doi-asserted-by":"publisher","first-page":"292","DOI":"10.1109\/69.842268","volume":"12","author":"E Boros","year":"2000","unstructured":"Boros, E., Hammer, P.L., Ibaraki, T., Kogan, A., Mayoraz, E., Muchnik, I.: An implementation of logical analysis of data. IEEE Trans. Knowl. Data Eng. 12, 292\u2013306 (2000)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"1","key":"29_CR8","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1023\/A:1006524209794","volume":"13","author":"J F\u00fcrnkranz","year":"1999","unstructured":"F\u00fcrnkranz, J.: Separate-and-conquer rule learning. Artif. Intell. Rev. 13(1), 3\u201354 (1999)","journal-title":"Artif. Intell. Rev."},{"key":"29_CR9","series-title":"Cognitive Technologies","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-75197-7","volume-title":"Foundations of Rule Learning","author":"J F\u00fcrnkranz","year":"2012","unstructured":"F\u00fcrnkranz, J., Gamberger, D., Lavrac, N.: Foundations of Rule Learning. Cognitive Technologies. Springer, Heidelberg (2012). \n                      https:\/\/doi.org\/10.1007\/978-3-540-75197-7"},{"issue":"4","key":"29_CR10","first-page":"369","volume":"51","author":"G G\u00f3ra","year":"2002","unstructured":"G\u00f3ra, G., Wojna, A.: RIONA: a new classification system combining rule induction and instance-based learning. Fundam. Inform. 51(4), 369\u2013390 (2002)","journal-title":"Fundam. Inform."},{"issue":"1\u20132","key":"29_CR11","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1016\/j.dam.2003.08.013","volume":"144","author":"PL Hammer","year":"2004","unstructured":"Hammer, P.L., Kogan, A., Simeone, B., Szedm\u00e1k, S.: Pareto-optimal patterns in logical analysis of data. Discrete Appl. Math. 144(1\u20132), 79\u2013102 (2004)","journal-title":"Discrete Appl. Math."},{"key":"29_CR12","unstructured":"Lichman, M.: UCI Machine Learning Repository. University of California, Irvine, School of Information and Computer Sciences (2013). \n                      http:\/\/archive.ics.uci.edu\/ml"},{"key":"29_CR13","unstructured":"Michalski, R.S., Pietrzykowski, J.: iAQ: a program that discovers rules. In: 22nd AAAI Conference on Artificial Intelligence, AI Video Competition (2007)"},{"key":"29_CR14","first-page":"39","volume":"38","author":"J Mingers","year":"1987","unstructured":"Mingers, J.: Expert systems - rule induction with statistical data. J. Oper. Res. Soc. 38, 39\u201347 (1987)","journal-title":"J. Oper. Res. Soc."},{"key":"29_CR15","volume-title":"Rough Sets - Theoretical Aspect of Reasoning About Data","author":"Z Pawlak","year":"1991","unstructured":"Pawlak, Z.: Rough Sets - Theoretical Aspect of Reasoning About Data. Kluwer Academic Publishers, Dordrecht (1991)"},{"issue":"1","key":"29_CR16","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. Inf. Sci. 177(1), 3\u201327 (2007)","journal-title":"Inf. Sci."},{"key":"29_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"130","DOI":"10.1007\/978-3-642-11479-3_8","volume-title":"Transactions on Rough Sets XI","author":"M Sikora","year":"2010","unstructured":"Sikora, M.: Decision rule-based data models using TRS and NetTRS \u2013 methods and algorithms. In: Peters, J.F., Skowron, A. (eds.) Transactions on Rough Sets XI. LNCS, vol. 5946, pp. 130\u2013160. Springer, Heidelberg (2010). \n                      https:\/\/doi.org\/10.1007\/978-3-642-11479-3_8"}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence and Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-20915-5_29","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,27]],"date-time":"2019-05-27T09:09:11Z","timestamp":1558948151000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-20915-5_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030209148","9783030209155"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-20915-5_29","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"27 May 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICAISC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Artificial Intelligence and Soft Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Zakopane","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Poland","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 June 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 June 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icaisc2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/icaisc.eu\/About","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"Own online software","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"333","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"122","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"37% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"4","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"3","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}}]}}