{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,2,29]],"date-time":"2024-02-29T10:44:03Z","timestamp":1709203443787},"reference-count":19,"publisher":"University of Zielona G\u00f3ra, Poland","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2007,12,1]]},"abstract":"<jats:title>Real-Valued GCS Classifier System<\/jats:title><jats:p>Learning Classifier Systems (LCSs) have gained increasing interest in the genetic and evolutionary computation literature. Many real-world problems are not conveniently expressed using the ternary representation typically used by LCSs and for such problems an interval-based representation is preferable. A new model of LCSs is introduced to classify realvalued data. The approach applies the continous-valued context-free grammar-based system GCS. In order to handle data effectively, the terminal rules were replaced by the so-called environment probing rules. The rGCS model was tested on the checkerboard problem.<\/jats:p>","DOI":"10.2478\/v10006-007-0044-x","type":"journal-article","created":{"date-parts":[[2008,1,9]],"date-time":"2008-01-09T14:16:23Z","timestamp":1199888183000},"page":"539-547","source":"Crossref","is-referenced-by-count":9,"title":["Real-Valued GCS Classifier System"],"prefix":"10.61822","volume":"17","author":[{"given":"\u0141ukasz","family":"Cielecki","sequence":"first","affiliation":[]},{"given":"Olgierd","family":"Unold","sequence":"additional","affiliation":[]}],"member":"37438","reference":[{"key":"1","doi-asserted-by":"crossref","first-page":"447","DOI":"10.1016\/S0019-9958(67)91165-5","article-title":"Language identification in the limit","volume":"5","author":"E. Gold","year":"1967","journal-title":"Information Control"},{"key":"2","first-page":"488","volume":"4527","author":"L. 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(1967): <i>Recognition and parsing of context-free languages in time n<sup>3<\/sup>.<\/i> Technical report, University of Hawaii, Department of Computer Science.","DOI":"10.1016\/S0019-9958(67)80007-X"}],"container-title":["International Journal of Applied Mathematics and Computer Science"],"original-title":[],"link":[{"URL":"http:\/\/content.sciendo.com\/view\/journals\/amcs\/17\/4\/article-p539.xml","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.degruyter.com\/view\/j\/amcs.2007.17.issue-4\/v10006-007-0044-x\/v10006-007-0044-x.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,29]],"date-time":"2024-02-29T10:27:39Z","timestamp":1709202459000},"score":1,"resource":{"primary":{"URL":"https:\/\/content.sciendo.com\/doi\/10.2478\/v10006-007-0044-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,12,1]]},"references-count":19,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.2478\/v10006-007-0044-x","relation":{},"ISSN":["1641-876X"],"issn-type":[{"value":"1641-876X","type":"print"}],"subject":[],"published":{"date-parts":[[2007,12,1]]}}}