{"id":851,"date":"2013-01-18T14:53:05","date_gmt":"2013-01-18T15:53:05","guid":{"rendered":"http:\/\/sites.uac.pt\/amendes\/?p=851"},"modified":"2013-01-18T14:54:17","modified_gmt":"2013-01-18T15:54:17","slug":"dm-business-intelligence","status":"publish","type":"post","link":"https:\/\/sites.uac.pt\/amendes\/data-mining\/dm-business-intelligence\/","title":{"rendered":"Data Mining for Business Intelligence"},"content":{"rendered":"<div id=\"attachment_852\" style=\"width: 138px\" class=\"wp-caption alignleft\"><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;printsec=frontcover&amp;hl=pt-PT&amp;source=gbs_ge_summary_r&amp;cad=0\" target=\"_blank\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-852\" class=\"size-full wp-image-852\" src=\"http:\/\/sites.uac.pt\/amendes\/files\/2013\/01\/books.jpg\" alt=\"Livro completo no google books com boa introdu\u00e7\u00e3o ao data mining\" width=\"128\" height=\"191\" \/><\/a><p id=\"caption-attachment-852\" class=\"wp-caption-text\">Livro completo no google books com boa introdu\u00e7\u00e3o ao data mining<\/p><\/div>\n<h3>\u00cdndice<\/h3>\n<div id=\"toc\">\n<div id=\"toc_v\">\n<div>\n<div>\n<table border=\"0\">\n<tbody>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT11&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"Foreword \"><span dir=\"ltr\">Foreword <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT12&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"DATA EXPLORATION AND DIMENSION \"><span dir=\"ltr\">DATA EXPLORATION AND DIMENSION <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT18&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"Introduction \"><span dir=\"ltr\">Introduction <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT25&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"Overview of the Data Mining Process \"><span dir=\"ltr\">Overview of the Data Mining Process <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT48&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"Data Visualization \"><span dir=\"ltr\">Data Visualization <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT69&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"Dimension Reduction \"><span dir=\"ltr\">Dimension Reduction <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT85&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"Evaluating Classification and Predictive Performance \"><span dir=\"ltr\">Evaluating Classification and Predictive Performance <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT105&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"PART IVPREDICTION AND CLASSIFICATION METHODS \"><span dir=\"ltr\">PART IVPREDICTION AND CLASSIFICATION METHODS <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div>\n<div>\n<table border=\"0\">\n<tbody>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT158&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"Logistic Regression \"><span dir=\"ltr\">Logistic Regression <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT180&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"Neural Nets \"><span dir=\"ltr\">Neural Nets <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT195&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"Discriminant Analysis \"><span dir=\"ltr\">Discriminant Analysis <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT209&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"Association Rules \"><span dir=\"ltr\">Association Rules <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT220&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"Cluster Analysis \"><span dir=\"ltr\">Cluster Analysis <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\n<div><span><span dir=\"ltr\">Handling Time Series <\/span><\/span><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT248&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"RegressionBased Forecasting \"><span dir=\"ltr\">RegressionBased Forecasting <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT266&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"Smoothing Methods \"><span dir=\"ltr\">Smoothing Methods <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"toc_hd1\">\n<div>\n<div>\n<table border=\"0\">\n<tbody>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT118&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"kNearest Neighbors kNN \"><span dir=\"ltr\">kNearest Neighbors kNN <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT126&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"Naive Bayes \"><span dir=\"ltr\">Naive Bayes <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT138&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"Classification and Regression Trees \"><span dir=\"ltr\">Classification and Regression Trees <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div>\n<div>\n<table border=\"0\">\n<tbody>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT281&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"CASES \"><span dir=\"ltr\">CASES <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;pg=PT303&amp;hl=pt-PT&amp;source=gbs_toc_r&amp;cad=4\"><span title=\"References \"><span dir=\"ltr\">References <\/span><\/span><\/a><\/div>\n<\/td>\n<td align=\"right\"><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\n<div><a href=\"http:\/\/books.google.pt\/books?id=zjXlIAETPKwC&amp;printsec=copyright&amp;hl=pt-PT\"><span title=\"Direitos de autor\"><span dir=\"ltr\">Direitos de autor<\/span><\/span><\/a><\/div>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u00cdndice Foreword DATA EXPLORATION AND DIMENSION Introduction Overview of the Data Mining Process Data Visualization Dimension Reduction Evaluating Classification and Predictive Performance PART IVPREDICTION AND CLASSIFICATION METHODS Logistic Regression Neural Nets Discriminant Analysis Association Rules Cluster Analysis Handling Time Series RegressionBased Forecasting Smoothing Methods kNearest Neighbors kNN Naive Bayes Classification and Regression Trees CASES References [&hellip;]<\/p>\n","protected":false},"author":159,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[103,105,122],"tags":[134,123,124,157],"class_list":["post-851","post","type-post","status-publish","format-standard","hentry","category-data-mining","category-materiais-ensino","category-sad-dss","tag-captura-de-conhecimento","tag-excel","tag-programacao-em-folha-de-calculo","tag-software-estatistica"],"_links":{"self":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/851","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/users\/159"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/comments?post=851"}],"version-history":[{"count":3,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/851\/revisions"}],"predecessor-version":[{"id":854,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/851\/revisions\/854"}],"wp:attachment":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/media?parent=851"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/categories?post=851"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/tags?post=851"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}