{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T16:20:30Z","timestamp":1781108430626,"version":"3.54.1"},"reference-count":0,"publisher":"IGI Global Scientific Publishing","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,12,3]]},"abstract":"<p>Associative Classification (AC) or Class Association Rule (CAR) mining is a very efficient method for the classification problem. It can build comprehensible classification models in the form of a list of simple IF-THEN classification rules from the available data. In this paper, we present a new, and improved discrete version of the Crow Search Algorithm (CSA) called NDCSA-CAR to mine the Class Association Rules. The goal of this article is to improve the data classification accuracy and the simplicity of classifiers. The authors applied the proposed NDCSA-CAR algorithm on eleven benchmark dataset and compared its result with traditional algorithms and recent well known rule-based classification algorithms. The experimental results show that the proposed algorithm outperformed other rule-based approaches in all evaluated criteria.<\/p>","DOI":"10.4018\/ijsir.2022010109","type":"journal-article","created":{"date-parts":[[2021,11,5]],"date-time":"2021-11-05T12:43:47Z","timestamp":1636116227000},"page":"1-21","source":"Crossref","is-referenced-by-count":2,"title":["New Discrete Crow Search Algorithm for Class Association Rule Mining"],"prefix":"10.4018","volume":"13","author":[{"given":"Haouassi","family":"Hichem","sequence":"first","affiliation":[{"name":"ICOSI Lab, University Abbas Laghrour, Khenchela, Algeria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8447-6027","authenticated-orcid":true,"given":"MEHDAOUI","family":"Rafik","sequence":"additional","affiliation":[{"name":"ICOSI Lab, University Abbas Laghrour, Khenchela, Algeria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chouhal","family":"Ouahiba","sequence":"additional","affiliation":[{"name":"ICOSI Lab, University Abbas Laghrour, Khenchela, Algeria"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","container-title":["International Journal of Swarm Intelligence Research"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=284067","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,4,13]],"date-time":"2023-04-13T16:23:11Z","timestamp":1681402991000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/IJSIR.2022010109"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2021,12,3]]},"references-count":0,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2022,1]]}},"URL":"https:\/\/doi.org\/10.4018\/ijsir.2022010109","relation":{},"ISSN":["1947-9263","1947-9271"],"issn-type":[{"value":"1947-9263","type":"print"},{"value":"1947-9271","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,12,3]]}}}