{"id":4961,"date":"2025-03-16T09:39:16","date_gmt":"2025-03-16T09:39:16","guid":{"rendered":"https:\/\/events.ipv.pt\/cised\/?p=4961"},"modified":"2026-03-16T09:40:28","modified_gmt":"2026-03-16T09:40:28","slug":"performance-and-scalability-of-data-cleaning-and-preprocessing-tools-a-benchmark-on-large-real-world-datasets","status":"publish","type":"post","link":"https:\/\/events.ipv.pt\/cised\/en\/performance-and-scalability-of-data-cleaning-and-preprocessing-tools-a-benchmark-on-large-real-world-datasets\/","title":{"rendered":"Performance and Scalability of Data Cleaning and Preprocessing Tools: A Benchmark on Large Real-World Datasets"},"content":{"rendered":"<p>Martins, P., Cardoso, F., V\u00e1z, P., Silva, J., Abbasi, M. (2025).<br \/>\nPerformance and Scalability of Data Cleaning and Preprocessing Tools: A Benchmark on Large Real-World Datasets.<br \/>\nData, 10(5), 68.<br \/>\n<a href=\"https:\/\/doi.org\/10.3390\/data10050068\" target=\"_blank\">https:\/\/doi.org\/10.3390\/data10050068<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>Martins, P., Cardoso, F., V\u00e1z, P., Silva, J., Abbasi, M. (2025). Performance and Scalability of Data Cleaning and Preprocessing Tools: A Benchmark on Large Real-World Datasets. Data, 10(5), 68. https:\/\/doi.org\/10.3390\/data10050068<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":"","_links_to":"","_links_to_target":""},"categories":[111,102,11],"tags":[163,134,154],"class_list":["post-4961","post","type-post","status-publish","format-standard","hentry","category-111","category-artigos-em-revistas-indexadas-scopus-e-ou-wos","category-viseu","tag-jose-silva","tag-paulo-vaz","tag-pedro-martins"],"acf":[],"_links":{"self":[{"href":"https:\/\/events.ipv.pt\/cised\/en\/wp-json\/wp\/v2\/posts\/4961","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/events.ipv.pt\/cised\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/events.ipv.pt\/cised\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/events.ipv.pt\/cised\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/events.ipv.pt\/cised\/en\/wp-json\/wp\/v2\/comments?post=4961"}],"version-history":[{"count":1,"href":"https:\/\/events.ipv.pt\/cised\/en\/wp-json\/wp\/v2\/posts\/4961\/revisions"}],"predecessor-version":[{"id":4962,"href":"https:\/\/events.ipv.pt\/cised\/en\/wp-json\/wp\/v2\/posts\/4961\/revisions\/4962"}],"wp:attachment":[{"href":"https:\/\/events.ipv.pt\/cised\/en\/wp-json\/wp\/v2\/media?parent=4961"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/events.ipv.pt\/cised\/en\/wp-json\/wp\/v2\/categories?post=4961"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/events.ipv.pt\/cised\/en\/wp-json\/wp\/v2\/tags?post=4961"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}