{"id":57,"date":"2016-10-19T10:51:00","date_gmt":"2016-10-19T10:51:00","guid":{"rendered":"https:\/\/www.elifkartal.com\/?p=57"},"modified":"2021-12-27T10:53:20","modified_gmt":"2021-12-27T10:53:20","slug":"disiplinlerarasi-uygulamali-veri-madenciligi-calistayi-basariyla-gerceklestirilmistir","status":"publish","type":"post","link":"https:\/\/www.elifkartal.com\/index.php\/2016\/10\/19\/disiplinlerarasi-uygulamali-veri-madenciligi-calistayi-basariyla-gerceklestirilmistir\/","title":{"rendered":"Disiplinleraras\u0131 Uygulamal\u0131 Veri Madencili\u011fi \u00c7al\u0131\u015ftay\u0131 Ba\u015far\u0131yla Ger\u00e7ekle\u015ftirilmi\u015ftir"},"content":{"rendered":"\n<p>Disiplinleraras\u0131 Uygulamal\u0131 Veri Madencili\u011fi \u00c7al\u0131\u015ftay\u0131 29 A\u011fustos \u2013 4 Eyl\u00fcl 2016 tarihleri aras\u0131nda <a rel=\"noreferrer noopener\" href=\"http:\/\/informatics.istanbul.edu.tr\/\" target=\"_blank\">\u0130stanbul \u00dcniversitesi Enformatik B\u00f6l\u00fcm\u00fc <\/a>ve <a rel=\"noreferrer noopener\" href=\"http:\/\/www.tovak.org\/\" target=\"_blank\">TOVAK<\/a> i\u015fbirli\u011fi ile <a rel=\"noreferrer noopener\" href=\"http:\/\/www.akademimarmaris.net\/tr\/\" target=\"_blank\">TOVAK Uluslararas\u0131 Marmaris Akademisi<\/a>\u2018nde ba\u015far\u0131 ile ger\u00e7ekle\u015ftirilmi\u015ftir.<\/p>\n\n\n\n<p>\u00c7al\u0131\u015ftay\u0131m\u0131z, 29 A\u011fustos 2016 tarihinde a\u00e7\u0131l\u0131\u015f kokteyli ile ba\u015flam\u0131\u015ft\u0131r.<br>30 A\u011fustos 2016 Sal\u0131 g\u00fcn\u00fc Prof. Dr. M. Erdal BALABAN, veri madencili\u011fi ve R programlama dili konusunu ele alm\u0131\u015f ve \u00e7al\u0131\u015ftay\u0131n a\u00e7\u0131l\u0131\u015f\u0131n\u0131 yapm\u0131\u015ft\u0131r. Ara\u015f. G\u00f6r. Dr. Elif KARTAL ile birlikte veri madencii\u011finin spor alan\u0131ndaki bir uygulamas\u0131 \u201cFUTBOL MA\u00c7 SONU\u00c7LARININ \u00d6NG\u00d6R\u00dcLMES\u0130\u201d karar a\u011fa\u00e7lar\u0131ndan C4.5 algoritmas\u0131 ile temel seviyede anlat\u0131lm\u0131\u015ft\u0131r. \u00d6\u011fleden sonra Ara\u015f. G\u00f6r. Dr. Zeki \u00d6ZEN, Prof. Dr. Sevin\u00e7 G\u00dcLSE\u00c7EN ile YAPAY S\u0130N\u0130R A\u011eI ALGOR\u0130TMASI\u2019n\u0131 kullanarak bir SINIFLANDIRMA UYGULAMASI\u2019n\u0131n nas\u0131l yap\u0131laca\u011f\u0131n\u0131 kat\u0131l\u0131mc\u0131lara detayl\u0131 bir bi\u00e7imde a\u00e7\u0131klam\u0131\u015ft\u0131r. Uygulama, diyabet hastal\u0131\u011f\u0131n\u0131n yapay sinir a\u011flar\u0131 ile tahmin edilmesi \u00fczerine kurgulanm\u0131\u015ft\u0131r.<\/p>\n\n\n\n<p>1 Eyl\u00fcl 2016 tarihinde \u00e7al\u0131\u015ftay Yrd. Do\u00e7. Dr. Tuncay \u00d6ZCAN ile Ara\u015f. G\u00f6r. F. \u00d6nay KO\u00c7O\u011eLU\u2019nun ortak \u00e7al\u0131\u015fmas\u0131 \u201cVER\u0130 MADENC\u0130L\u0130\u011e\u0130NDE K\u00dcMELEME ALGOR\u0130TMALARI \u0130LE M\u00dc\u015eTER\u0130 SEGMENTASYONU\u201d ile ba\u015flam\u0131\u015ft\u0131r. Bu sunumda m\u00fc\u015fteri segmentasyonunun farkl\u0131 k\u00fcmeleme algoritmalar\u0131 ile nas\u0131l yap\u0131ld\u0131\u011f\u0131 ve analizler sonras\u0131 hangi k\u00fcmeleme y\u00f6nteminin daha iyi oldu\u011funa karar vermek i\u00e7in hesaplanan indeks de\u011ferlerinden bahsedilmi\u015ftir. \u00d6\u011fleden sonra ise Yrd. Do\u00e7. Dr. Yal\u00e7\u0131n \u00d6ZKAN, Twitter \u00fczerinden \u201cSOSYAL MEDYA VER\u0130 MADENC\u0130L\u0130\u011e\u0130\u201d konusunu i\u015flemi\u015ftir. Kat\u0131l\u0131mc\u0131lar kendi Twitter hesaplar\u0131 \u00fczerinden olu\u015fturduklar\u0131 uygulamalar ile veri elde ederek, bu veriyi R\u2019da veri madencili\u011fi teknikleri ile analiz etme f\u0131rsat\u0131n\u0131 bulmu\u015ftur.<\/p>\n\n\n\n<p>1 Eyl\u00fcl 2016 Per\u015fembe g\u00fcn\u00fc Yrd. Do\u00e7. Dr. \u00c7i\u011fdem EROL, tiroid hastal\u0131\u011f\u0131n\u0131n veri madencili\u011fi teknikleri ile ele al\u0131nmas\u0131 konusunda TIPTA VERI MADENCILI\u011eI UYGULAMASI ger\u00e7ekle\u015ftirmi\u015ftir. Sunumda C4.5, Random Forest gibi \u00e7e\u015fitli karar a\u011fac\u0131 algoritmalar\u0131na de\u011finilmi\u015f olup, performans kar\u015f\u0131la\u015ft\u0131rmas\u0131 payla\u015f\u0131lm\u0131\u015ft\u0131r. \u00d6\u011fleden sonra Yrd. Do\u00e7. Dr. Muhammet ATALAY bulan\u0131k mant\u0131k ve yapay sinir a\u011flar\u0131n\u0131 birle\u015ftirdi\u011fi \u201cBULANIK ZAMAN SER\u0130LER\u0130NDE YAPAY S\u0130N\u0130R A\u011eLARI \u0130LE TAHM\u0130N\u201d \u00e7al\u0131\u015fmas\u0131n\u0131 sunmu\u015ftur.<\/p>\n\n\n\n<p>2 Eyl\u00fcl 2016 Cuma g\u00fcn\u00fc sabah\u0131 da \u00e7al\u0131\u015ftay birbirinden de\u011ferli d\u00f6rt farkl\u0131 sekt\u00f6r sunumuyla devam etmi\u015ftir. Bunar s\u0131ras\u0131yla,<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>VER\u0130 MADENC\u0130L\u0130\u011e\u0130 BANKACILIK UYGULAMASI, Ara\u015f. G\u00f6r. Dr. Sinem SARUL<\/li><li>B\u0130RL\u0130KTEL\u0130K KURALLARI \u0130LE VER\u0130 MADENC\u0130L\u0130\u011e\u0130NDE B\u0130R PAZARLAMA UYGULAMASI<\/li><li>GER\u00c7EKLE\u015eT\u0130R\u0130LMES\u0130, Ara\u015f. G\u00f6r. G\u00f6k\u00e7e KARAHAN ADALI<\/li><li>E\u011e\u0130TSEL VER\u0130 MADENC\u0130L\u0130\u011e\u0130 \u00c7ALI\u015eMASI: L\u0130SE \u00d6\u011eRENC\u0130LER\u0130N\u0130N OKULA DEVAMLILIK DURUMLARININ \u00d6NG\u00d6R\u00dcLMES\u0130, Ara\u015f. G\u00f6r. Dr. \u015eebnem \u00d6ZDEM\u0130R<\/li><\/ul>\n\n\n\n<p>\u00d6\u011fleden sonra ise R uygulamalar\u0131n\u0131n webe aktar\u0131lmas\u0131 konusunda yard\u0131m sa\u011flayan Shiny Ara\u015f. G\u00f6r. Dr. Elif KARTAL taraf\u0131ndan kat\u0131l\u0131mc\u0131lara aktar\u0131lm\u0131\u015ft\u0131r. KALP R\u0130SK\u0130N\u0130 DE\u011eERLEND\u0130RMEYE \u0130L\u0130\u015eK\u0130N WEB DESTEKL\u0130 B\u0130R \u00d6RNEK \u00c7ALI\u015eMA sunulmu\u015ftur. Sunumu, \u00e7al\u0131\u015ftay sertifika t\u00f6reni izlemi\u015ftir.<\/p>\n\n\n\n<p>3 Eyl\u00fcl 2016 tarihinde genel de\u011ferlendirme toplant\u0131s\u0131 ile \u00e7al\u0131\u015ftay neticelendirilmi\u015ftir. Farkl\u0131 sekt\u00f6r ve akademiden kat\u0131l\u0131mc\u0131lar, hem bilim yapabildikleri hem de do\u011fa ile i\u00e7 i\u00e7e sosyal aktiviteleri de ger\u00e7ekle\u015ftirebildikleri bir \u00e7al\u0131\u015ftayda bir araya gelmi\u015ftir.<\/p>\n\n\n\n<p>\u00c7al\u0131\u015ftay d\u00fczenleme kurulu olarak \u00f6ncelikle Mu\u011fla\u2019da her t\u00fcrl\u00fc imkan\u0131 sunarak bizlere destek olan TOVAK Ba\u015fkan\u0131 Say\u0131n Prof. Dr. Tahir \u00d6zg\u00fc ve TOVAK Ba\u015fkan Vekili Say\u0131n Ali TURAN\u2019a te\u015fekk\u00fcrlerimizi sunar\u0131z. Bunun yan\u0131 s\u0131ra e\u011fitime verdikleri katk\u0131lar\u0131 ile t\u00fcm e\u011fitmenlerimize ve \u00e7al\u0131\u015ftaya kat\u0131lan t\u00fcm kat\u0131l\u0131mc\u0131lar\u0131m\u0131za te\u015fekk\u00fcr eder, seneye yeniden g\u00f6r\u00fc\u015febilmeyi temenni ederiz.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Disiplinleraras\u0131 Uygulamal\u0131 Veri Madencili\u011fi \u00c7al\u0131\u015ftay\u0131 29 A\u011fustos \u2013 4 Eyl\u00fcl 2016 tarihleri aras\u0131nda \u0130stanbul \u00dcniversitesi Enformatik B\u00f6l\u00fcm\u00fc ve TOVAK i\u015fbirli\u011fi ile TOVAK Uluslararas\u0131 Marmaris Akademisi\u2018nde ba\u015far\u0131 ile ger\u00e7ekle\u015ftirilmi\u015ftir. \u00c7al\u0131\u015ftay\u0131m\u0131z, 29 A\u011fustos 2016 tarihinde a\u00e7\u0131l\u0131\u015f kokteyli ile ba\u015flam\u0131\u015ft\u0131r.30 A\u011fustos 2016 Sal\u0131 g\u00fcn\u00fc Prof. Dr. M. Erdal BALABAN, veri madencili\u011fi ve R programlama dili konusunu ele alm\u0131\u015f [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5,9,7,6],"tags":[40,24,25,28,23,30,29,33],"class_list":["post-57","post","type-post","status-publish","format-standard","hentry","category-akademik-faaliyetler","category-gittim-gezdim-gordum","category-makine-ogrenmesi","category-r","tag-birliktelik-kurallari","tag-calistay","tag-danismanli-ogrenme","tag-danismansiz-ogrenme","tag-makine-ogrenmesi-2","tag-r","tag-rstudio","tag-veri-madenciligi"],"_links":{"self":[{"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/posts\/57","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/comments?post=57"}],"version-history":[{"count":2,"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/posts\/57\/revisions"}],"predecessor-version":[{"id":59,"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/posts\/57\/revisions\/59"}],"wp:attachment":[{"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/media?parent=57"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/categories?post=57"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/tags?post=57"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}