{"id":736,"date":"2022-11-05T16:34:10","date_gmt":"2022-11-05T16:34:10","guid":{"rendered":"https:\/\/ifipaiai.org\/2023\/?page_id=736"},"modified":"2022-12-23T18:26:37","modified_gmt":"2022-12-23T18:26:37","slug":"vaa-cp-eb","status":"publish","type":"page","link":"https:\/\/ifipaiai.org\/2023\/workshops\/vaa-cp-eb\/","title":{"rendered":"VAA-CP-EB"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"736\" class=\"elementor elementor-736\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f80578c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f80578c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c321d20\" data-id=\"c321d20\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-eed273a elementor-widget elementor-widget-heading\" data-id=\"eed273a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 13-03-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h4 class=\"elementor-heading-title elementor-size-default\">The 1st Workshop on<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4c05666 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4c05666\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-aa8bac0\" data-id=\"aa8bac0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f18bcfa elementor-widget elementor-widget-heading\" data-id=\"f18bcfa\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Visual Analytics Approaches for Complex Problems in Engineering and Biomedicine (VAA-CP-EB)<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-eb70d23 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"eb70d23\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d0091f7\" data-id=\"d0091f7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8661127 elementor-widget elementor-widget-text-editor\" data-id=\"8661127\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 13-03-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>Many problems today in the fields of biomedicine and engineering involve huge amounts of data, a large number of variables and a high complexity of the underlying processes, with many factors influencing their behavior, facing common challenges in diagnosis, prognosis, estimation, anomaly detection, accurate and explainable modeling, timeseries and image analysis or knowledge discovery, just to mention a few.<\/p>\n<p>Machine learning (ML) algorithms allow to model complex processes out from massive data, being able to surpass humans in well-defined tasks. However, they are prone to error under changes in the context or in the problem definition. Also, they are often &#8220;black box&#8221; models that make their integration with expert\u2019s domain knowledge difficult. Humans, in turn, although less precise, can work with poorly posed problems, perform well on a wide range of tasks, and are able to find connections and improve responses through an iterative, exploratory process. Aiming to embrace both approaches, Visual Analytics (VA) has emerged in last years as a powerful paradigm based in the integration of ML and human reasoning by means of data visualization and interaction for complex problem solving.<\/p>\n<p>This special session welcomes any research work that can contribute to this paradigm, including any applications, algorithms, methods or techniques suitable to support or be part of VA solutions to problems in engineering and biomedicine. Some example topics include (but are not limited to):<\/p>\n<p>&#8211; ML\/AI-powered data visualization<br>&#8211; eXplainable Artificial Intelligence (XAI)<br>&#8211; visualization and\/or interaction methods for data analysis<br>&#8211; visual analytics of dynamical systems and timeseries<br>&#8211; visual analytics in process and biomedical data analysis for:<br>&#8211; knowledge discovery<br>&#8211; condition monitoring<br>&#8211; anomaly detection<br>&#8211; prognosis and prediction<br>&#8211; etc.<\/p>\n<p><strong>Chairman:<\/strong> Ignacio D\u00edaz Blanco (<a href=\"mailto:idiaz@uniovi.es\" target=\"_blank\" rel=\"noopener\">idiaz@uniovi.es<\/a>), Jose Mar\u00eda Enguita Gonzalez (<a href=\"mailto:jmenguita@uniovi.es\" target=\"_blank\" rel=\"noopener\">jmenguita@uniovi.es<\/a>); GSDPI research group (<a href=\"http:\/\/isa.uniovi.es\/GSDPI\/\" target=\"_blank\" rel=\"noopener\">http:\/\/isa.uniovi.es\/GSDPI\/<\/a>) University of Oviedo<\/p>\n<p><b>Important dates<\/b><\/p>\n<p>Please visit <a href=\"https:\/\/ifipaiai.org\/2023\/important-dates\/\">AIAI 2023 important dates<\/a> to be informed about the submission deadlines.<\/p>\n<p><b>Submission instructions<\/b><span><\/span><\/p>\n<p>Submission details can be found at AIAI conference<span>&nbsp;<\/span><a href=\"https:\/\/ifipaiai.org\/2023\/paper-submission\/\">submission page<\/a>.<\/p>\n<p>All papers should be submitted either in a doc\/docx or in a pdf form and will be peer reviewed by at least 2 academic referees. Contributing authors must follow the<span>&nbsp;<\/span><a href=\"https:\/\/ifipaiai.org\/2023\/calls-for-papers\/\">AIAI2023\u2019s paper format guidelines<\/a><span>&nbsp;<\/span>as far as the IFIP AICT file format.<\/p>\n<p><span>Papers will be peer reviewed by at least two (-2-) members of the workshop\u2019s program committee.<\/span><\/p>\n<p><span>Accepted papers will be published in the Proceedings of AIAI VOLUME 2, under the Springer IFIP AICT Series.<\/span><\/p>\n<p><span lang=\"EN-US\">You can submit you VAA-CP-EB paper here<span>&nbsp;<\/span><a href=\"http:\/\/www.easyacademia.org\/aiai2023\" target=\"_blank\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=http:\/\/www.easyacademia.org\/aiai2022&amp;source=gmail&amp;ust=1640959020019000&amp;usg=AOvVaw0xTTG6k6DEqtrHqlo61bP0\" rel=\"noopener\">http:\/\/www.easyacademia.org\/aiai2023<\/a>.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-863fff2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"863fff2\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6d591c3\" data-id=\"6d591c3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-678a18d elementor-widget elementor-widget-spacer\" data-id=\"678a18d\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 13-03-2024 *\/\n.elementor-column .elementor-spacer-inner{height:var(--spacer-size)}.e-con{--container-widget-width:100%}.e-con-inner>.elementor-widget-spacer,.e-con>.elementor-widget-spacer{width:var(--container-widget-width,var(--spacer-size));--align-self:var(--container-widget-align-self,initial);--flex-shrink:0}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container,.e-con>.elementor-widget-spacer>.elementor-widget-container{height:100%;width:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer{height:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner{height:var(--container-widget-height,var(--spacer-size))}.e-con-inner>.elementor-widget-spacer.elementor-widget-empty,.e-con>.elementor-widget-spacer.elementor-widget-empty{position:relative;min-height:22px;min-width:22px}.e-con-inner>.elementor-widget-spacer.elementor-widget-empty .elementor-widget-empty-icon,.e-con>.elementor-widget-spacer.elementor-widget-empty .elementor-widget-empty-icon{position:absolute;top:0;bottom:0;left:0;right:0;margin:auto;padding:0;width:22px;height:22px}<\/style>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\/*! elementor &#8211; v3.5.4 &#8211; 23-01-2022 *\/ .elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]&gt;a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px} The 1st Workshop on Visual Analytics Approaches for Complex Problems in Engineering and Biomedicine (VAA-CP-EB) Many problems today in the fields of biomedicine and engineering involve huge amounts of data, a large number of variables and [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":74,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/ifipaiai.org\/2023\/wp-json\/wp\/v2\/pages\/736"}],"collection":[{"href":"https:\/\/ifipaiai.org\/2023\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ifipaiai.org\/2023\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ifipaiai.org\/2023\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/ifipaiai.org\/2023\/wp-json\/wp\/v2\/comments?post=736"}],"version-history":[{"count":11,"href":"https:\/\/ifipaiai.org\/2023\/wp-json\/wp\/v2\/pages\/736\/revisions"}],"predecessor-version":[{"id":866,"href":"https:\/\/ifipaiai.org\/2023\/wp-json\/wp\/v2\/pages\/736\/revisions\/866"}],"up":[{"embeddable":true,"href":"https:\/\/ifipaiai.org\/2023\/wp-json\/wp\/v2\/pages\/74"}],"wp:attachment":[{"href":"https:\/\/ifipaiai.org\/2023\/wp-json\/wp\/v2\/media?parent=736"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}