{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T14:24:58Z","timestamp":1777645498557,"version":"3.51.4"},"reference-count":0,"publisher":"SAGE Publications","issue":"1","license":[{"start":{"date-parts":[[2010,1,1]],"date-time":"2010-01-01T00:00:00Z","timestamp":1262304000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Fundamenta Informaticae"],"published-print":{"date-parts":[[2010,1]]},"abstract":"<jats:p>DataMining is most commonly used in attempts to induce association\n\t\t\t rules from transaction data which can help decision-makers easily analyze the\n\t\t\t data and make good decisions regarding the domains concerned. Most conventional \n\t\t\t studies are focused on binary or discrete-valued transaction data, however the\n\t\t\t data in real-world applications usually consists of quantitative values. In the\n\t\t\t last years, many researches have proposed Genetic Algorithms for mining\n\t\t\t interesting association rules from quantitative data. In this paper, we present\n\t\t\t a study of three genetic association rules extraction methods to show their\n\t\t\t effectiveness for mining quantitative association rules. Experimental results\n\t\t\t over two real-world databases are showed.<\/jats:p>","DOI":"10.3233\/fi-2010-213","type":"journal-article","created":{"date-parts":[[2019,12,2]],"date-time":"2019-12-02T23:24:52Z","timestamp":1575329092000},"page":"1-14","source":"Crossref","is-referenced-by-count":20,"title":["Analysis of the Effectiveness of the Genetic Algorithms based on\t\t\t Extraction of Association Rules"],"prefix":"10.1177","volume":"98","author":[{"given":"Jesus","family":"Alcala-Fdez","sequence":"first","affiliation":[{"name":"Department of Computer Science and A.I., CITIC-UGR,\r\t\t\t University of Granada, 18071 Granada, Spain. E-mail: {jalcala,herrera}@decsai.ugr.es"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nicolo","family":"Flugy-Pape","sequence":"additional","affiliation":[{"name":"Department of Electronics and Information, Politecnico\r\t\t\t di Milano, 20133 Milano, Italy. E-mail: nicolo.flugy@mail.polimi.it;bonarini@elet.polimi.it"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrea","family":"Bonarini","sequence":"additional","affiliation":[{"name":"Department of Electronics and Information, Politecnico\r\t\t\t di Milano, 20133 Milano, Italy. E-mail: nicolo.flugy@mail.polimi.it;bonarini@elet.polimi.it"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francisco","family":"Herrera","sequence":"additional","affiliation":[{"name":"Department of Computer Science and A.I., CITIC-UGR,\r\t\t\t University of Granada, 18071 Granada, Spain. E-mail: {jalcala,herrera}@decsai.ugr.es"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2010,1]]},"container-title":["Fundamenta Informaticae"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/FI-2010-213","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/FI-2010-213","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T06:32:24Z","timestamp":1777444344000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.3233\/FI-2010-213"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,1]]},"references-count":0,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2010,1]]}},"alternative-id":["10.3233\/FI-2010-213"],"URL":"https:\/\/doi.org\/10.3233\/fi-2010-213","relation":{},"ISSN":["0169-2968","1875-8681"],"issn-type":[{"value":"0169-2968","type":"print"},{"value":"1875-8681","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010,1]]}}}