{"id":133081,"date":"2022-07-11T13:35:13","date_gmt":"2022-07-11T11:35:13","guid":{"rendered":"https:\/\/www.sggw.edu.pl\/?p=133081"},"modified":"2022-07-11T13:35:21","modified_gmt":"2022-07-11T11:35:21","slug":"dr-krzysztof-gajowniczek-became-a-scholarship-holder-of-the-minister-of-education-and-science","status":"publish","type":"post","link":"https:\/\/www.sggw.edu.pl\/en\/dr-krzysztof-gajowniczek-became-a-scholarship-holder-of-the-minister-of-education-and-science\/","title":{"rendered":"Dr Krzysztof Gajowniczek became a scholarship holder of the Minister of Education and Science"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"133081\" class=\"elementor elementor-133081\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-283f0c51 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"283f0c51\" 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Wiejskiego w Warszawie.\" href=\"https:\/\/www.sggw.edu.pl\/en\/\" class=\"home\" aria-current=\"page\"><span property=\"name\">Home<\/span><\/a><meta property=\"position\" content=\"1\"><\/span><\/div>    <\/div>\n                                <\/div>\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-5bdeb5bf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5bdeb5bf\" 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-b939902\" data-id=\"b939902\" 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-2532f7e0 elementor-widget elementor-widget-post-title\" data-id=\"2532f7e0\" data-element_type=\"widget\" data-widget_type=\"post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section>\n                    <div class=\"mn-grid entry-header-inner section-inner medium\">\n                        <h1 class=\"mn-grid-12 entry-title\" style=\"\">\n                            Dr Krzysztof Gajowniczek became a scholarship holder of the Minister of Education and Science\n                        <\/h1>\n                    <\/div>\n                <\/section>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52184130 elementor-widget elementor-widget-spacer\" data-id=\"52184130\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-20e9855e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"20e9855e\" 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-50 elementor-top-column elementor-element elementor-element-5a7f7c05\" data-id=\"5a7f7c05\" 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-4b55c9d8 elementor-widget elementor-widget-image\" data-id=\"4b55c9d8\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"2560\" height=\"1440\" src=\"https:\/\/www.sggw.edu.pl\/wp-content\/uploads\/2022\/07\/big_mein-scaled.jpg\" class=\"attachment-full size-full wp-image-132553\" alt=\"\" srcset=\"https:\/\/www.sggw.edu.pl\/wp-content\/uploads\/2022\/07\/big_mein-scaled.jpg 2560w, https:\/\/www.sggw.edu.pl\/wp-content\/uploads\/2022\/07\/big_mein-300x169.jpg 300w, https:\/\/www.sggw.edu.pl\/wp-content\/uploads\/2022\/07\/big_mein-1024x576.jpg 1024w, https:\/\/www.sggw.edu.pl\/wp-content\/uploads\/2022\/07\/big_mein-768x432.jpg 768w, https:\/\/www.sggw.edu.pl\/wp-content\/uploads\/2022\/07\/big_mein-1536x864.jpg 1536w, https:\/\/www.sggw.edu.pl\/wp-content\/uploads\/2022\/07\/big_mein-2048x1152.jpg 2048w, https:\/\/www.sggw.edu.pl\/wp-content\/uploads\/2022\/07\/big_mein-1200x675.jpg 1200w, https:\/\/www.sggw.edu.pl\/wp-content\/uploads\/2022\/07\/big_mein-1980x1114.jpg 1980w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t\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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-1f37e5e4\" data-id=\"1f37e5e4\" 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-18cb5c26 elementor-widget elementor-widget-w12\" data-id=\"18cb5c26\" data-element_type=\"widget\" data-widget_type=\"w12.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section>\n                <div class=\"mn-grid\">\n                    <div class=\"mn-grid-12 mn-mod-text-links\">\n                        <p><b>Dr Krzysztof Gajowniczek<\/b><span style=\"font-weight: 400\"> works at the Department of Artificial Intelligence at the Institute of Information Technology.<\/span><\/p><p><span style=\"font-weight: 400\">His area of research focuses on the methods of machine learning and data mining within IT and telecommunications.<\/span><\/p><p><b>Artificial Intelligence in practice<\/b><\/p><p><span style=\"font-weight: 400\">The main subject of the research conducted by dr Krzysztof Gajowniczek is the creation, development and practical application of widely understood methods of artificial intelligence to build systems supporting decision-making processes in the economy and engineering.<\/span><\/p><p><span style=\"font-weight: 400\">When building such systems it is very important to understand the environmental conditions and the needs of the end user.<\/span><\/p><p><span style=\"font-weight: 400\">Incorporating the expert knowledge would not be possible without close, multi-stage interaction with researchers specializing in a given issue.<\/span><\/p><p><span style=\"font-weight: 400\">This interaction leads to the formation of a system with the required assets, and also to show the researchers specializing in very distant fields, the possibilities offered by modern information technologies.<\/span><\/p><p><b>The challenges of modern computational methods<\/b><\/p><p><span style=\"font-weight: 400\">The challenges faced by modern computational methods are as follows:<\/span><\/p><ul><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">The problem of the quality of the delivered results and the generalization of knowledge.<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">The problem of the explainability of the solution. The algorithms provide solutions that can be understood by people, which contrasts with the so-called &#8220;Black box&#8221; concept, and even its designers sometimes cannot explain why the AI made a certain decision.<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">The problem of the user-friendliness of the developed software, i.e. the whole experience that the user experiences when using the product, during human-computer interaction. All the above-mentioned challenges are the key inspiration for the developed calculation methods.<\/span><\/li><\/ul><p><b>New computational methods<\/b><\/p><p><span style=\"font-weight: 400\">Considering the motivation of the conducted research and the challenges facing modern computational methods, the scope of the work is aimed at developing new methods that will be able to :<\/span><\/p><ul><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">improve the overall performance of predictive models,<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">take into account domain knowledge,<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">enable the explanation of dependencies occurring in the analyzed problem,<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">support decision-making processes in business practice and engineering.<\/span><\/li><\/ul><p><b>Links to the systems:<\/b><\/p><p><a href=\"https:\/\/www.scopus.com\/authid\/detail.uri?authorId=56538513800\" data-auth=\"NotApplicable\">https:\/\/www.scopus.com\/authid\/detail.uri?authorId=56538513800<\/a><\/p><p><a href=\"https:\/\/publons.com\/researcher\/1550125\/krzysztof-gajowniczek\" data-auth=\"NotApplicable\">https:\/\/publons.com\/researcher\/1550125\/krzysztof-gajowniczek<\/a><\/p><p><a href=\"https:\/\/nauka-polska.pl\/#\/profile\/scientist?id=277334&amp;_k=dqq6r9\" data-auth=\"NotApplicable\">https:\/\/nauka-polska.pl\/#\/profile\/scientist?id=277334&amp;_k=dqq6r9<\/a><\/p><p><a href=\"https:\/\/www.researchgate.net\/profile\/Krzysztof-Gajowniczek\" data-auth=\"NotApplicable\">https:\/\/www.researchgate.net\/profile\/Krzysztof-Gajowniczek<\/a><\/p><p><a href=\"https:\/\/scholar.google.pl\/citations?user=UJpaHXgAAAAJ&amp;hl=pl&amp;oi=ao\" data-auth=\"NotApplicable\">https:\/\/scholar.google.pl\/citations?user=UJpaHXgAAAAJ&amp;hl=pl&amp;oi=ao<\/a><\/p><p>\u00a0<\/p>\n                    <\/div>\n                <\/div>\n            <\/section>\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>Dr Krzysztof Gajowniczek became a scholarship holder of the Minister of Education and Science Dr Krzysztof Gajowniczek works at the Department of Artificial Intelligence at the Institute of Information Technology. His area of research focuses on the methods of machine learning and data mining within IT and telecommunications. Artificial Intelligence in practice The main subject [&hellip;]<\/p>\n","protected":false},"author":21,"featured_media":132553,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[26],"tags":[],"class_list":["post-133081","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-aktualnosci-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.sggw.edu.pl\/en\/wp-json\/wp\/v2\/posts\/133081","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sggw.edu.pl\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.sggw.edu.pl\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.sggw.edu.pl\/en\/wp-json\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sggw.edu.pl\/en\/wp-json\/wp\/v2\/comments?post=133081"}],"version-history":[{"count":7,"href":"https:\/\/www.sggw.edu.pl\/en\/wp-json\/wp\/v2\/posts\/133081\/revisions"}],"predecessor-version":[{"id":133088,"href":"https:\/\/www.sggw.edu.pl\/en\/wp-json\/wp\/v2\/posts\/133081\/revisions\/133088"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sggw.edu.pl\/en\/wp-json\/wp\/v2\/media\/132553"}],"wp:attachment":[{"href":"https:\/\/www.sggw.edu.pl\/en\/wp-json\/wp\/v2\/media?parent=133081"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sggw.edu.pl\/en\/wp-json\/wp\/v2\/categories?post=133081"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sggw.edu.pl\/en\/wp-json\/wp\/v2\/tags?post=133081"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}