{"id":1574,"date":"2016-04-12T15:54:14","date_gmt":"2016-04-12T12:54:14","guid":{"rendered":"http:\/\/insanveinsan.org\/?p=1574"},"modified":"2018-04-09T22:52:12","modified_gmt":"2018-04-09T19:52:12","slug":"tuketici-fiyat-endeksinin-uyarlamali-aga-dayali-bulanik-cikarim-sistemi-ile-kestirimi","status":"publish","type":"post","link":"https:\/\/www.insanveinsan.org\/en\/tuketici-fiyat-endeksinin-uyarlamali-aga-dayali-bulanik-cikarim-sistemi-ile-kestirimi\/","title":{"rendered":"Consumer Price Index Forecast with Adaptive Neuro Fuzzy Inference System"},"content":{"rendered":"<p><\/p>\n<p style=\"text-align: justify;\"><strong>Abstract: <\/strong> Alternative methods have been proposed for time series prediction in last years. Adaptive neuro fuzzy inference system (ANFIS) is the most used fuzzy inference system in literature for prediction problem. In this study, the performance of ANFIS in forecasting consumer price index is examined, and the results of the consumer price index estimation in time period, on which ANFIS method is applied, are interpreted. <\/p>\n<p style=\"text-align: justify;\"><strong>Keywords: <\/strong> Fuzzy inference systems, Time series, ANFIS.<\/p>\n<h1> T\u00fcketici Fiyat Endeksinin Uyarlamal\u0131 A\u011fa Dayal\u0131 Bulan\u0131k \u00c7\u0131kar\u0131m Sistemi ile Kestirimi<\/h1>\n<p style=\"text-align: justify;\"><strong>\u00d6zet: <\/strong> Son y\u0131llarda zaman serisi tahmini i\u00e7in bir\u00e7ok alternatif y\u00f6ntem \u00f6nerilmi\u015ftir. Uyarlamal\u0131 a\u011fa dayal\u0131 bulan\u0131k \u00e7\u0131kar\u0131m sistemi (ANFIS) \u00f6ng\u00f6r\u00fc problemi i\u00e7in literat\u00fcrde en \u00e7ok uygulanan bulan\u0131k \u00e7\u0131kar\u0131m sistemidir. Bu \u00e7al\u0131\u015fmada t\u00fcketici fiyat endeksinin kestiriminde ANFIS\u2019in performans\u0131 incelenmi\u015ftir. \u00c7al\u0131\u015fman\u0131n sonucunda ANFIS y\u00f6ntemi ile ilgilenilen zaman aral\u0131\u011f\u0131ndaki t\u00fcketici fiyat endeksinin kestiriminde ula\u015f\u0131lan sonu\u00e7lar yorumlanm\u0131\u015ft\u0131r. <\/p>\n<p style=\"text-align: justify;\"><strong>Anahtar kelimeler: <\/strong> Bulan\u0131k \u00e7\u0131kar\u0131m sistemleri, Zaman serileri, ANFIS.<\/p>\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Serenay VAROL<\/p>\n<hr \/>\n<p><a href=\"https:\/\/doi.org\/10.29224\/insanveinsan.280015\">DOI: 10.29224\/insanveinsan.280015<\/a><\/p>\n<hr \/>\n<p><a title=\"Issue 8, Spring 2016\" href=\"http:\/\/insanveinsan.org\/en\/sayi-8-bahar-2016\/\">Year 3, Issue 8, Spring 2016<\/a><\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-119 size-full\" src=\"http:\/\/insanveinsan.org\/wp-content\/uploads\/pdf-e1407190133528.png\" alt=\"\" width=\"50\" height=\"50\" \/><br \/>\nTam metin \/ Full text<br \/>\n(Turkish)<\/p>\n<p><a rel=\"license\" href=\"http:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/\"><img decoding=\"async\" alt=\"Creative Commons License\" style=\"border-width:0\" src=\"https:\/\/i.creativecommons.org\/l\/by-nc\/4.0\/80x15.png\" \/><\/a><br \/>This work is licensed under a <a rel=\"license\" href=\"http:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/\">Creative Commons Attribution-NonCommercial 4.0 International License<\/a>.<\/p>\n<div style=\"width: 230px;\">\n<div style=\"float: left; width: 20px;\"><i class=\"fa fa-eye\" aria-hidden=\"true\"><\/i><\/div>\n<div style=\"float: left; width: 45px;\">[post-views]<\/div>\n<div style=\"float: left; width: 20px;\"><i class=\"fa fa-download\" aria-hidden=\"true\"><\/i><\/div>\n<div style=\"float: left; width: 145px;\">[sdm-download-counter id=\"2038\"]<\/div>\n<p> <br style=\"clear: left;\" \/>\n<\/div>\n[sdm_download id=\"2038\" fancy=\"0\" new_window=\"1\" color=\"grey\"]\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-1574","post","type-post","status-publish","format-standard","hentry","category-sayi-8-bahar-2016"],"_links":{"self":[{"href":"https:\/\/www.insanveinsan.org\/en\/wp-json\/wp\/v2\/posts\/1574","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.insanveinsan.org\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.insanveinsan.org\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.insanveinsan.org\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.insanveinsan.org\/en\/wp-json\/wp\/v2\/comments?post=1574"}],"version-history":[{"count":0,"href":"https:\/\/www.insanveinsan.org\/en\/wp-json\/wp\/v2\/posts\/1574\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.insanveinsan.org\/en\/wp-json\/wp\/v2\/media?parent=1574"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.insanveinsan.org\/en\/wp-json\/wp\/v2\/categories?post=1574"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.insanveinsan.org\/en\/wp-json\/wp\/v2\/tags?post=1574"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}