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The structure and learning algorithms of the proposed fuzzy neural system (FNS) are presented. The approach described in this paper allows enhancing the capability of the designed system and efficiently distinguishing healthy individuals. It was proved through simulation of the system that has been performed using data obtained from UCI machine learning repository. A comparative study was carried out and the simulation results demonstrated that the proposed fuzzy neural system improves the recognition rate of the designed system.<\/jats:p>","DOI":"10.1155\/2016\/1267919","type":"journal-article","created":{"date-parts":[[2016,1,10]],"date-time":"2016-01-10T21:01:16Z","timestamp":1452459676000},"page":"1-9","source":"Crossref","is-referenced-by-count":41,"title":["Diagnosing Parkinson\u2019s Diseases Using Fuzzy Neural System"],"prefix":"10.1155","volume":"2016","author":[{"given":"Rahib H.","family":"Abiyev","sequence":"first","affiliation":[{"name":"Department of Computer Engineering, Applied Artificial Intelligence Research Centre, Near East University, Lefkosa, Northern Cyprus, Mersin 10, Turkey"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sanan","family":"Abizade","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronic Engineering, Applied Artificial Intelligence Research Centre, Near East University, Lefkosa, Northern Cyprus, Mersin 10, Turkey"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"98","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1002\/bies.10067"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1136\/jnnp.55.3.181"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1186\/1475-925x-6-23"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2008.2005954"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1016\/j.pneurobio.2006.11.009"},{"issue":"3","key":"6","first-page":"131","volume":"11","year":"1998","journal-title":"Behavioural Neurology"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1109\/10.661155"},{"key":"8","first-page":"4","volume":"16","year":"1997","journal-title":"IEEE Engineering in Medicine and Biology Magazine"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1109\/4233.826861"},{"key":"10","year":"1999"},{"key":"11","year":"2001"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1016\/j.bbe.2013.10.003"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.11.031"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2012.02.189"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2015.08.011"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1103\/physreve.73.016216"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1080\/00207721.2011.581395"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2009.06.040"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1016\/0020-0255(75)90036-5"},{"key":"20","year":"1997"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1109\/tie.2008.924018"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-010-0414-4"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2010.04.011"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/460916"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/463147"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/179097"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/181245"},{"key":"28","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/306401"},{"key":"29","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/140863"},{"key":"30","doi-asserted-by":"publisher","DOI":"10.1109\/91.995117"},{"key":"31","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.03.104"},{"key":"32","year":"1981"},{"key":"33","doi-asserted-by":"publisher","DOI":"10.3233\/IFS-1994-2306"},{"issue":"3","key":"34","doi-asserted-by":"crossref","first-page":"267","DOI":"10.3233\/IFS-1994-2306","volume":"2","year":"1994","journal-title":"Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology"}],"container-title":["Computational and Mathematical Methods in Medicine"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/cmmm\/2016\/1267919.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/cmmm\/2016\/1267919.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/cmmm\/2016\/1267919.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,9,13]],"date-time":"2020-09-13T20:11:41Z","timestamp":1600027901000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.hindawi.com\/journals\/cmmm\/2016\/1267919\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"references-count":34,"alternative-id":["1267919","1267919"],"URL":"https:\/\/doi.org\/10.1155\/2016\/1267919","relation":{},"ISSN":["1748-670X","1748-6718"],"issn-type":[{"value":"1748-670X","type":"print"},{"value":"1748-6718","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016]]}}}