{"id":157,"date":"2011-01-01T10:00:41","date_gmt":"2011-01-01T10:00:41","guid":{"rendered":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/?p=157"},"modified":"2022-02-20T11:14:10","modified_gmt":"2022-02-20T11:14:10","slug":"re-mining-association-mining-results-through-visualization-data-envelopment-analysis-and-decision-trees","status":"publish","type":"post","link":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/re-mining-association-mining-results-through-visualization-data-envelopment-analysis-and-decision-trees\/","title":{"rendered":"Re-Mining Association Mining Results through Visualization, Data Envelopment Analysis, and Decision Trees"},"content":{"rendered":"<p>Re-mining is a general framework which suggests the execution of additional data mining steps based on the results of an original data mining process. This study investigates the multi-faceted re-mining of association mining results, develops and presents a practical methodology, and shows the applicability of the developed methodology through real world data. The methodology suggests re-mining using data visualization, data envelopment analysis, and decision trees. Six hypotheses, regarding how re-mining can be carried out on association mining results, are answered in the case study through empirical analysis.<\/p>\n<p><strong>Ertek, G., Tun\u00e7, M.M., (2012) \u201cRe-Mining Association Mining Results through Visualization, Data Envelopment Analysis, and Decision Trees\u201d, in Computational Intelligence Applications in Industrial Engineering, Ed: C. Kahraman, Springer.<\/strong><\/p>\n<p>Note: This is the final draft version of this paper. Please cite this paper (or this final draft) as above.<\/p>\n<p><em>Download<\/em><br \/>\n<a href=\"https:\/\/ertekprojects.com\/ftp\/papers\/2011\/basar_revised_FINAL.pdf\">Re-mining Association Mining Results Through Visualization, Data Envelopment Analysis, And Decision Trees<\/a><\/p>\n<p>Dr. G\u00fcrdal Ertek recommends the following related books:<\/p>\n<ul>\n<li><a href=\"http:\/\/amzn.to\/2BewME6\"><em>Information Visualization: Design for Interaction (2nd Edition) <\/em><\/a><\/li>\n<li><a href=\"http:\/\/amzn.to\/2ETYng0\"><em>Introduction to Data Envelopment Analysis and Its Uses: With DEA-Solver Software and References 2006th Edition <\/em><\/a><\/li>\n<li><a href=\"http:\/\/amzn.to\/2FT8GCz\"><em>Data Mining: Concepts and Techniques, Third Edition (The Morgan Kaufmann Series in Data Management Systems) 3rd Edition<\/em><\/a><\/li>\n<li><a href=\"http:\/\/amzn.to\/2FVKMGi\"><em>Post-mining of Association Rules: Techniques for Effective Knowledge Extraction 1st Edition<\/em><em><br \/>\n<\/em><\/a><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Re-mining is a general framework which suggests the execution of additional data mining steps based on the results of an original data mining process. This study investigates the multi-faceted re-mining of association mining results, develops and presents a practical methodology, and shows the applicability of the developed methodology through real world data. The methodology suggests [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":59,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-157","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/posts\/157","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/comments?post=157"}],"version-history":[{"count":0,"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/posts\/157\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/media\/59"}],"wp:attachment":[{"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/media?parent=157"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/categories?post=157"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/tags?post=157"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}