{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T05:33:23Z","timestamp":1774416803248,"version":"3.50.1"},"reference-count":42,"publisher":"World Scientific Pub Co Pte Lt","issue":"05","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Info. Tech. Dec. Mak."],"published-print":{"date-parts":[[2013,9]]},"abstract":"<jats:p> The problem of knowledge-based multiattribute classification with nonorderable classes is considered within the Verbal Decision Analysis (VDA) paradigm. Two VDA-based methods for such problem solving \u2014 NORClass and STEPCLASS \u2014 are outlined. The STEPCLASS method is initially designed for the problem with nonordered values of attributes. The main idea of NORClass is based on the assumption that a domain expert is able to order the values of any attribute according to their typicality for each class differently and independently of the values of other attributes. We propose to integrate into the STEPCLASS method the main ideas from NORClass. It is shown that such integration allows increasing the efficiency of the STEPCLASS method in cases, where the above assumption is true, and to overcome some drawbacks of NORClass. <\/jats:p>","DOI":"10.1142\/s0219622013400026","type":"journal-article","created":{"date-parts":[[2013,10,2]],"date-time":"2013-10-02T21:29:55Z","timestamp":1380749395000},"page":"905-925","source":"Crossref","is-referenced-by-count":7,"title":["DOMINANCE-BASED EXTENSION OF STEPCLASS FOR MULTIATTRIBUTE NOMINAL CLASSIFICATION"],"prefix":"10.1142","volume":"12","author":[{"given":"EUGENIA M.","family":"FUREMS","sequence":"first","affiliation":[{"name":"Institute for System Analysis of the Russian Academy of Science, 9, Prospect of 60 let Octyabrya, 117312 Moscow, Russia"}]}],"member":"219","published-online":{"date-parts":[[2013,10,2]]},"reference":[{"key":"rf1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-4792-0_13"},{"key":"rf2","doi-asserted-by":"publisher","DOI":"10.1016\/S0933-3657(02)00073-8"},{"key":"rf3","volume-title":"Fuzzy Sets and Fuzzy Logic: Theory and Applications","author":"Klir G.","year":"1995"},{"key":"rf4","volume-title":"Rule-Based Expert Systems: The MYCIN Experiments of the Stanford Heuristic Programming Project","author":"Buchanan B.","year":"1984"},{"key":"rf5","first-page":"117","volume":"156","author":"Niedermayer D.","year":"2008","journal-title":"Innovations in Bayesian Networks, Studies in Computational Intelligence"},{"key":"rf6","doi-asserted-by":"publisher","DOI":"10.3109\/07853899509002462"},{"key":"rf7","doi-asserted-by":"publisher","DOI":"10.1007\/s11750-009-0133-0"},{"key":"rf8","volume-title":"Theory of Games and Economic Behavior","author":"von Neumann J.","year":"1947"},{"key":"rf9","volume-title":"Decisions with Multiple Objectives: Preferences and Value Tradeoffs","author":"Keeney R.","year":"1976"},{"key":"rf10","doi-asserted-by":"publisher","DOI":"10.1016\/0377-2217(82)90155-2"},{"key":"rf11","volume-title":"Aide multicrit\u00e8re \u00e0 la d\u00e9cision: M\u00e9thodes et cas","author":"Roy B.","year":"1993"},{"key":"rf12","doi-asserted-by":"publisher","DOI":"10.1016\/S0305-0548(99)00117-3"},{"key":"rf13","doi-asserted-by":"publisher","DOI":"10.1007\/b100605"},{"key":"rf14","doi-asserted-by":"publisher","DOI":"10.1016\/S0377-2217(00)00167-3"},{"key":"rf15","first-page":"36","volume":"7","author":"Greco S.","year":"2007","journal-title":"T. Rough Sets"},{"key":"rf16","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2011.09.003"},{"key":"rf17","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2006.03.004"},{"key":"rf18","doi-asserted-by":"publisher","DOI":"10.1016\/S0019-9958(65)90241-X"},{"key":"rf19","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2011.03.036"},{"key":"rf20","doi-asserted-by":"publisher","DOI":"10.1023\/A:1018907729570"},{"key":"rf21","doi-asserted-by":"publisher","DOI":"10.1016\/S0377-2217(99)00192-7"},{"key":"rf22","first-page":"175","volume":"125","author":"Leger J.","year":"2002","journal-title":"EJOR"},{"key":"rf23","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0114(03)00022-8"},{"key":"rf24","unstructured":"N.\u00a0Belacel, Modelling, Computation and Optimization Information and Management Sciences, eds. T.\u00a0Hoai and P. D.\u00a0Tao (Hermes Sciences Publishing, London, 2004)\u00a0pp. 525\u2013534."},{"key":"rf25","doi-asserted-by":"publisher","DOI":"10.1142\/S0219622010003622"},{"key":"rf26","doi-asserted-by":"publisher","DOI":"10.1142\/S0219622010003890"},{"key":"rf28","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2638-1"},{"key":"rf29","volume-title":"Knowledge Acquisition for the Construction of the Full and Contradiction Free Knowledge Bases","author":"Larichev O. I.","year":"1991"},{"key":"rf30","doi-asserted-by":"publisher","DOI":"10.4018\/978-1-59904-843-7.ch059"},{"key":"rf31","doi-asserted-by":"publisher","DOI":"10.1142\/S021962200200004X"},{"key":"rf32","unstructured":"O. I.\u00a0Larichev, E. M.\u00a0Moshkovich and E. M.\u00a0Furems, New Direction in Research on Decision Making, eds. B.\u00a0Brehmer (North-Holland, Amsterdam, 1986)\u00a0pp. 305\u2013315."},{"key":"rf33","doi-asserted-by":"publisher","DOI":"10.1016\/0969-6016(94)90037-X"},{"key":"rf34","doi-asserted-by":"publisher","DOI":"10.1016\/S0377-2217(01)00245-4"},{"key":"rf35","first-page":"12","volume":"30","author":"Larichev O. I.","year":"1996","journal-title":"Automatic Documentation and Mathematical Linguistics"},{"key":"rf36","first-page":"23","volume":"30","author":"Furems E.","year":"1996","journal-title":"Automatic Documentation and Mathematical Linguistics"},{"key":"rf37","first-page":"23","volume":"1","author":"Kim V. N.","year":"1987","journal-title":"Voyenno-Med. Zh."},{"key":"rf38","first-page":"58","volume":"1","author":"Denisov G. F.","year":"1988","journal-title":"Voyenno-Med. Zh."},{"key":"rf39","first-page":"23","volume":"30","author":"Poroskun V. I.","year":"1996","journal-title":"Nauchno-Tekhnicheskaya Informatsiia"},{"key":"rf40","volume-title":"Know-How and Best Practice in Geology and Mining","author":"Gnedenko L. S.","year":"1993"},{"key":"rf41","doi-asserted-by":"publisher","DOI":"10.1504\/IJTPM.2011.040302"},{"key":"rf42","doi-asserted-by":"publisher","DOI":"10.1037\/13978-000"},{"key":"rf43","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2009.01.064"}],"container-title":["International Journal of Information Technology &amp; Decision Making"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0219622013400026","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,7]],"date-time":"2019-08-07T00:58:59Z","timestamp":1565139539000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0219622013400026"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,9]]},"references-count":42,"journal-issue":{"issue":"05","published-online":{"date-parts":[[2013,10,2]]},"published-print":{"date-parts":[[2013,9]]}},"alternative-id":["10.1142\/S0219622013400026"],"URL":"https:\/\/doi.org\/10.1142\/s0219622013400026","relation":{},"ISSN":["0219-6220","1793-6845"],"issn-type":[{"value":"0219-6220","type":"print"},{"value":"1793-6845","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,9]]}}}