{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T14:15:35Z","timestamp":1777644935960,"version":"3.51.4"},"reference-count":0,"publisher":"SAGE Publications","issue":"1-4","license":[{"start":{"date-parts":[[2013,1,1]],"date-time":"2013-01-01T00:00:00Z","timestamp":1356998400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Fundamenta Informaticae"],"published-print":{"date-parts":[[2013,9]]},"abstract":"<jats:p>Based on dynamic programming approach we design algorithms for sequential optimization of exact and approximate decision rules relative to the length and coverage [3, 4]. In this paper, we use optimal rules to construct classifiers, and study two questions: (i) which rules are better from the point of view of classification \u2013 exact or approximate; and (ii) which order of optimization gives better results of classifier work: length, length+coverage, coverage, or coverage+length. Experimental results show that, on average, classifiers based on exact rules are better than classifiers based on approximate rules, and sequential optimization (length+coverage or coverage+length) is better than the ordinary optimization (length or coverage).<\/jats:p>","DOI":"10.3233\/fi-2013-901","type":"journal-article","created":{"date-parts":[[2019,12,3]],"date-time":"2019-12-03T00:34:29Z","timestamp":1575333269000},"page":"151-160","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":2,"title":["Classifiers Based on Optimal Decision Rules"],"prefix":"10.1177","volume":"127","author":[{"given":"Talha","family":"Amin","sequence":"first","affiliation":[{"name":"Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia. {talha.amin, igor.chikalov, mikhail.moshkov, beata.zielosko}@kaust.edu.sa"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Igor","family":"Chikalov","sequence":"additional","affiliation":[{"name":"Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia. {talha.amin, igor.chikalov, mikhail.moshkov, beata.zielosko}@kaust.edu.sa"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mikhail","family":"Moshkov","sequence":"additional","affiliation":[{"name":"Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia. {talha.amin, igor.chikalov, mikhail.moshkov, beata.zielosko}@kaust.edu.sa"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Beata","family":"Zielosko","sequence":"additional","affiliation":[{"name":"Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia. {talha.amin, igor.chikalov, mikhail.moshkov, beata.zielosko}@kaust.edu.sa"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2013,1]]},"container-title":["Fundamenta Informaticae"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/FI-2013-901","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/FI-2013-901","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T06:30:45Z","timestamp":1777444245000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.3233\/FI-2013-901"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,1]]},"references-count":0,"journal-issue":{"issue":"1-4","published-print":{"date-parts":[[2013,9]]}},"alternative-id":["10.3233\/FI-2013-901"],"URL":"https:\/\/doi.org\/10.3233\/fi-2013-901","relation":{},"ISSN":["0169-2968","1875-8681"],"issn-type":[{"value":"0169-2968","type":"print"},{"value":"1875-8681","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,1]]}}}