{"id":4230,"date":"2012-10-25T14:00:58","date_gmt":"2012-10-25T13:00:58","guid":{"rendered":"http:\/\/dbdmg.polito.it\/wordpress\/?page_id=4230"},"modified":"2013-12-18T08:43:06","modified_gmt":"2013-12-18T07:43:06","slug":"expressive-generalized-itemsets","status":"publish","type":"page","link":"https:\/\/dbdmg.polito.it\/wordpress\/research\/expressive-generalized-itemsets\/","title":{"rendered":"Expressive generalized itemset mining"},"content":{"rendered":"<h3 align=\"LEFT\"><strong>SOURCE CODE<\/strong><\/h3>\n<p align=\"LEFT\"><strong><\/strong>The source code of the MAX-EGI Miner algorithm is available <a href=\"http:\/\/dbdmg.polito.it\/wordpress\/wp-content\/uploads\/2013\/12\/MaxEGIs.zip\">here<\/a>.<\/p>\n<p align=\"LEFT\"><strong><\/strong>The source code of the Level-sharing itemset mining algorithm is available <a href=\"http:\/\/dbdmg.polito.it\/wordpress\/wp-content\/uploads\/2013\/12\/LevelSharing.zip\">here<\/a>.<\/p>\n<h3 style=\"text-align: justify;\"><strong>EVALUATED BENCHMARK DATASETS AND TAXONOMIES<\/strong><\/h3>\n<p style=\"text-align: justify;\" align=\"LEFT\"><strong><\/strong>The\u00a0collection of evaluated UCI datasets [Blake et al., 2012]\u00a0and the corresponding taxonomies is available <a href=\"http:\/\/dbdmg.polito.it\/wordpress\/wp-content\/uploads\/2012\/10\/UCIdatasets.zip\"><span style=\"text-decoration: underline;\">here<\/span><\/a>.<\/p>\n<p style=\"text-align: justify;\" align=\"LEFT\">[Blake et al., 2012]\u00a0C. Blake and C. Merz. UCI repository of machine learning databases. Available at <a href=\"http:\/\/archive.ics.uci.edu\/ml\">http:\/\/archive.ics.uci.edu\/ml<\/a>. Last accesed: 16\/12\/2013.<\/p>\n<h3 style=\"text-align: justify;\" align=\"LEFT\"><strong>SYNTHETIC DATA AND TAXONOMY GENERATOR<\/strong><\/h3>\n<p style=\"text-align: justify;\" align=\"LEFT\">This is an extended version of\u00a0the Quest IBM synthetic dataset generator, first exploited in [Mehta et al., 1996] in the context of data classification.\u00a0The data generator automatically produces structured datasets composed of a user-specified number of records and attributes supplied with a taxonomy built over the data items.<\/p>\n<p style=\"text-align: justify;\" align=\"LEFT\">The synthetic data and taxonomy generator is available <a href=\"http:\/\/dbdmg.polito.it\/wordpress\/wp-content\/uploads\/2012\/10\/py_dataset-0.1.zip\"><span style=\"text-decoration: underline;\">here<\/span><\/a>.<\/p>\n<p style=\"text-align: justify;\">[Mehta et al., 1996] M. Mehta, R. Agrawal, and J. Rissanen. Sliq: A fast scalable classifier for data mining. In <em>EDBT<\/em>, pages 18\u201332, 1996.<\/p>\n<br class=\"fixfloat\" \/>","protected":false},"excerpt":{"rendered":"<p>SOURCE CODE The source code of the MAX-EGI Miner algorithm is available here. The source code of the Level-sharing itemset mining algorithm is available here. EVALUATED BENCHMARK DATASETS AND TAXONOMIES The\u00a0collection of evaluated UCI datasets [Blake et al., 2012]\u00a0and the corresponding taxonomies is available here. [Blake et al., 2012]\u00a0C. Blake and C. Merz. UCI repository<a href=\"https:\/\/dbdmg.polito.it\/wordpress\/research\/expressive-generalized-itemsets\/\">[&#8230;]<\/a><\/p>\n","protected":false},"author":7,"featured_media":0,"parent":98,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4230","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/dbdmg.polito.it\/wordpress\/wp-json\/wp\/v2\/pages\/4230","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dbdmg.polito.it\/wordpress\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/dbdmg.polito.it\/wordpress\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/dbdmg.polito.it\/wordpress\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/dbdmg.polito.it\/wordpress\/wp-json\/wp\/v2\/comments?post=4230"}],"version-history":[{"count":17,"href":"https:\/\/dbdmg.polito.it\/wordpress\/wp-json\/wp\/v2\/pages\/4230\/revisions"}],"predecessor-version":[{"id":6427,"href":"https:\/\/dbdmg.polito.it\/wordpress\/wp-json\/wp\/v2\/pages\/4230\/revisions\/6427"}],"up":[{"embeddable":true,"href":"https:\/\/dbdmg.polito.it\/wordpress\/wp-json\/wp\/v2\/pages\/98"}],"wp:attachment":[{"href":"https:\/\/dbdmg.polito.it\/wordpress\/wp-json\/wp\/v2\/media?parent=4230"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}