{"id":7326,"date":"2022-09-22T10:32:24","date_gmt":"2022-09-22T08:32:24","guid":{"rendered":"https:\/\/cidai.eu\/masterclass\/artificial-intelligence-applied-to-graphs-graph-neural-networks\/"},"modified":"2025-06-26T14:50:29","modified_gmt":"2025-06-26T12:50:29","slug":"artificial-intelligence-applied-to-graphs-graph-neural-networks","status":"publish","type":"masterclass","link":"https:\/\/cidai.eu\/en\/masterclass\/artificial-intelligence-applied-to-graphs-graph-neural-networks\/","title":{"rendered":"Artificial intelligence applied to graphs: Graph Neural Networks"},"content":{"rendered":"<p>Graphs are a set of objects (called nodes) and the relationships between them (edges). <strong>Graphs are very popular for representing maps, molecules or the connections in a computer network<\/strong> and other applications. However, until recently there were no neural networks capable of working with graphs, which has limited the applicability of artificial intelligence in many industrial fields. <strong>Graph Neural Networks<\/strong> (GNN) <strong>were put forward<\/strong> recently <strong>to solve this problem and have revolutionised many fields of knowledge<\/strong>.<\/p>\n<p>In this masterclass we will see <strong>what GNNs are and their most popular applications.<\/strong> Plus <strong>through a PRACTICAL DEMO, we will implement a GNN using the IGNNITION framework<\/strong> (https:\/\/ignnition.org). This framework does not require programming knowledge in Tensorflow or Pytorch.<\/p>\n<h2 style=\"text-align: left;\">Addressed to:<\/h2>\n<p>People interested in graphs and AI.<br \/>\nA basic knowledge of mathematics and AI is required to follow the talk.<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-7326","masterclass","type-masterclass","status-publish","hentry","format-online","idioma-spanish"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Artificial intelligence applied to graphs: Graph Neural Networks - CIDAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/cidai.eu\/en\/masterclass\/artificial-intelligence-applied-to-graphs-graph-neural-networks\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Artificial intelligence applied to graphs: Graph Neural Networks - CIDAI\" \/>\n<meta property=\"og:description\" content=\"Graphs are a set of objects (called nodes) and the relationships between them (edges). 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Graphs are very popular for representing maps, molecules or the connections [...]","og_url":"https:\/\/cidai.eu\/en\/masterclass\/artificial-intelligence-applied-to-graphs-graph-neural-networks\/","og_site_name":"CIDAI","article_modified_time":"2025-06-26T12:50:29+00:00","og_image":[{"width":385,"height":78,"url":"https:\/\/cidai.eu\/wp-content\/uploads\/2025\/02\/CIDAI-header.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_site":"@cidai_eu","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/cidai.eu\/en\/masterclass\/artificial-intelligence-applied-to-graphs-graph-neural-networks\/","url":"https:\/\/cidai.eu\/en\/masterclass\/artificial-intelligence-applied-to-graphs-graph-neural-networks\/","name":"Artificial intelligence applied to graphs: Graph Neural Networks - CIDAI","isPartOf":{"@id":"https:\/\/cidai.eu\/#website"},"datePublished":"2022-09-22T08:32:24+00:00","dateModified":"2025-06-26T12:50:29+00:00","breadcrumb":{"@id":"https:\/\/cidai.eu\/en\/masterclass\/artificial-intelligence-applied-to-graphs-graph-neural-networks\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/cidai.eu\/en\/masterclass\/artificial-intelligence-applied-to-graphs-graph-neural-networks\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/cidai.eu\/en\/masterclass\/artificial-intelligence-applied-to-graphs-graph-neural-networks\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/cidai.eu\/"},{"@type":"ListItem","position":2,"name":"Artificial intelligence applied to graphs: Graph Neural Networks"}]},{"@type":"WebSite","@id":"https:\/\/cidai.eu\/#website","url":"https:\/\/cidai.eu\/","name":"CIDAI","description":"el Centre d\u2019Innovaci\u00f3 en IA i Tecnologies de Dades","publisher":{"@id":"https:\/\/cidai.eu\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/cidai.eu\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/cidai.eu\/#organization","name":"CIDAI","url":"https:\/\/cidai.eu\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/cidai.eu\/#\/schema\/logo\/image\/","url":"https:\/\/cidai.eu\/wp-content\/uploads\/2025\/02\/CIDAI-header.png","contentUrl":"https:\/\/cidai.eu\/wp-content\/uploads\/2025\/02\/CIDAI-header.png","width":385,"height":78,"caption":"CIDAI"},"image":{"@id":"https:\/\/cidai.eu\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/cidai_eu","https:\/\/www.linkedin.com\/company\/cidai\/posts\/?feedView=all"]}]}},"_links":{"self":[{"href":"https:\/\/cidai.eu\/en\/wp-json\/wp\/v2\/masterclass\/7326","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cidai.eu\/en\/wp-json\/wp\/v2\/masterclass"}],"about":[{"href":"https:\/\/cidai.eu\/en\/wp-json\/wp\/v2\/types\/masterclass"}],"version-history":[{"count":1,"href":"https:\/\/cidai.eu\/en\/wp-json\/wp\/v2\/masterclass\/7326\/revisions"}],"predecessor-version":[{"id":7521,"href":"https:\/\/cidai.eu\/en\/wp-json\/wp\/v2\/masterclass\/7326\/revisions\/7521"}],"wp:attachment":[{"href":"https:\/\/cidai.eu\/en\/wp-json\/wp\/v2\/media?parent=7326"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}