{"id":5592,"date":"2021-02-16T18:54:05","date_gmt":"2021-02-16T17:54:05","guid":{"rendered":"https:\/\/kinit.sk\/member\/viera-rozinajova\/"},"modified":"2025-10-19T16:47:08","modified_gmt":"2025-10-19T14:47:08","slug":"viera-rozinajova","status":"publish","type":"member","link":"https:\/\/kinit.sk\/sk\/clen\/viera-rozinajova\/","title":{"rendered":"Viera Rozinajov\u00e1"},"content":{"rendered":"<div id=\"\" class=\"element core-paragraph\">\n<p>Viera is a senior researcher focusing on intelligent data analysis, particularly predictive modeling, cluster analysis, anomaly detection and optimization. She has been active in the artificial intelligence area for a long time. Before her employment at KInIT, she worked as an associate professor at the Faculty of Informatics and Information Technologies at the Slovak University of Technology in Bratislava (FIIT STU), where she headed up the Big Data Analysis group. She has authored\/co-authored more than 70 publications in scientific journals and conferences. She has participated in more than 25 national and international research projects and has led several of them. She regularly reviews submissions to scientific journals (Springer, Elsevier, IEEE) and international conferences.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>She worked for 4 years as a research fellow at the University of Stuttgart. From 2011 to 2019, she was a vice-dean of FIIT STU responsible for research, projects and industry co-operation. She was a vice-chairman of the Scientific Board of the Slovak Research Centre for Artificial Intelligence.<br>She is a member of IFIP TC8 (Information Systems) as a national representative of Slovakia, and a member of ACM and the Slovak Computer Science Society.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h2 class=\"wp-block-heading\" id=\"selected-activities\">Selected activities<\/h2>\n<\/div>\n\n<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li>member of <a href=\"https:\/\/www.ifip.org\/bulletin\/bulltcs\/memtc08.htm\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">IFIP TC8<\/a> (Information Systems) as a national representative of Slovakia<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Activities in the past:<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li>research fellow at the University Stuttgart<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>vice-dean responsible for research, projects and industrial cooperation at FIIT STU<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>vice-chairman of the Scientific Board of the Slovak Research Centre for Artificial Intelligence<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>guarantor of the PhD study at FIIT STU<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>member of the Scientific Board of FIIT STU<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>reviewer of dissertation (9) and habilitation (4) theses<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>member of executive committee of Slovak Society for Computer Science<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>member of state examination committees at several universities<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h2 class=\"wp-block-heading\" id=\"professional-service\">Professional Service<\/h2>\n<\/div>\n\n<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li>Member (or former member) of <a href=\"http:\/\/www.acm.org\/\">ACM \u2013 Association for Computing Machinery<\/a>, <a href=\"https:\/\/www.ifip.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">IFIP \u2013 International Federation for Information Processing<\/a>, Slovak Research Centre for Artificial Intelligence Research, <a href=\"https:\/\/www.informatika.sk\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Slovak Society for Computer Science<\/a><\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Reviewer for grant agencies: Japan Science and Technology Agency, SASPRO2, APVV, VEGA, KEGA, GA\u010cR<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Reviewer for journals<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li><a href=\"https:\/\/www.sciencedirect.com\/journal\/future-generation-computer-systems\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Future Generation Computer Systems (Elsevier)<\/a><\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li><a href=\"https:\/\/www.journals.elsevier.com\/biocybernetics-and-biomedical-engineering\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Biocybernetics and Biomedical Engineering (Elsevier)<\/a><\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li><a href=\"https:\/\/www.journals.elsevier.com\/international-journal-of-electrical-power-and-energy-systems\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">International Journal of Electrical Power and Energy Systems (Elsevier)<\/a><\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li><a href=\"https:\/\/www.springer.com\/journal\/12065\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Evolutionary Intelligence (Springer)<\/a><\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li><a href=\"https:\/\/www.worldscientific.com\/worldscinet\/vjcs\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Vietnam Journal of Computer Science (World Scientific)<\/a><\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li><a href=\"https:\/\/www.mdpi.com\/journal\/entropy\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Entropy (MDPI)<\/a><\/li>\n<\/div><\/ul>\n<\/div><\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Program committee member<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li>DISA: World Symposium on Digital Intelligence for Systems and Machines<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>SAMI: World Symposium on Applied Machine Intelligence and Informatics<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>DEXA: International Conference on Database and Expert Systems Applications<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>NWESP: International Conference on Next Generation Web Services Practices<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>ADBIS: European Conference on Advances in Databases and Information Systems<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>ECIS: European Conference on Information Systems<\/li>\n<\/div><\/ul>\n<\/div><\/li>\n<\/div><\/ul>\n<\/div>\n\n<div id=\"projects\" class=\"element acf-loop\"><section id=\"projects\" class=\"loop old \" style=\"background-color: #ebf7f9;\" >\n\t<div class=\"wrapper-out\">\n\t\t<div class=\"wrapper-in\">\n\t\t\t<div class=\"in cf\">\n\t\t\t\t<div class=\"element-inner\">\n\t\t\t\t\t<div class=\"headline\"><h2>Selected Projects<\/h2><\/div>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"loop-wrap loop-Project loop-style1 loop-static loop-4 cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-23544\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/projekt\/tailor-foundations-of-trustworthy-ai-integrating-learning-optimisation-and-reasoning\/\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"picture\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"320\" height=\"200\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2022\/12\/202210_web_project_TAILOR_Feature-1-320x200.png\" class=\"attachment-thumbnail size-thumbnail wp-post-image lazyload\" alt=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 320px; --smush-placeholder-aspect-ratio: 320\/200;\" \/>\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>TAILOR: Foundations of Trustworthy AI \u2013 integrating, learning, optimisation and reasoning<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdec 13. 2022\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"excerpt\">Artificial Intelligence (AI) has grown at an unprecedented pace in the last decade. It has been applied to many industrial and service sectors, becoming ever-present in our everyday life. Digital&#8230;<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-22236\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/projekt\/ai4europe-the-unified-platform-for-boosting-european-ai-academic-and-industrial-research\/\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"picture\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"320\" height=\"200\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2022\/07\/202207_web_project_AI4EUROPE_WEB-320x200.jpg\" class=\"attachment-thumbnail size-thumbnail wp-post-image lazyload\" alt=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 320px; --smush-placeholder-aspect-ratio: 320\/200;\" \/>\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>AI4Europe: The unified platform for boosting European AI academic and industrial research<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tj\u00fal 21. 2022\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"excerpt\">KInIT joins forces with 23 prominent European institutions to build a better artificial intelligence platform supporting daily needs of academic and industrial AI researchers. In this project, we primarily focus&#8230;<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-22315\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/projekt\/sfera-data-analysis-and-modelling-for-micgrogrid-support\/\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"picture\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"320\" height=\"200\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2024\/01\/202401_web_project_innovatrics_feature_sfera_microgrid-320x200.png\" class=\"attachment-thumbnail size-thumbnail wp-post-image lazyload\" alt=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 320px; --smush-placeholder-aspect-ratio: 320\/200;\" \/>\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>SF\u00c9RA: Data analysis and modelling for microgrid support<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdec 7. 2021\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"excerpt\">KInIT develops a microgrid model, which allows the simulation of power flow in microgrids with various elements, such as consumers, renewable energy sources&nbsp; (RES), batteries and their various configurations. This&#8230;<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-22358\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/projekt\/zse-ai-for-smart-energy-households\/\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"picture\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"320\" height=\"200\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2024\/01\/202401_projects_features_update_ZSE-320x200.png\" class=\"attachment-thumbnail size-thumbnail wp-post-image lazyload\" alt=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 320px; --smush-placeholder-aspect-ratio: 320\/200;\" \/>\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>ZSE: AI for Smart Energy Households<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tj\u00fan 16. 2021\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"excerpt\">ZSE and KInIT have started a research collaboration focused on disaggregation of customer consumption by identification of individual appliances&#8216; profiles. Statistical and artificial intelligence methods will be used for processing&#8230;<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n<\/div>\n\n<div id=\"\" class=\"element acf-loop\"><section class=\"loop old \"  >\n\t<div class=\"wrapper-out\">\n\t\t<div class=\"wrapper-in\">\n\t\t\t<div class=\"in cf\">\n\t\t\t\t<div class=\"element-inner\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"headline-small\"><h3>Other notable projects<\/h3><\/div>\t\t\t\t\t\t\t\t\t\t<div class=\"loop-wrap loop-Project loop-style2 loop-load_more loop-6 cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-22341\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/projekt\/softec-optimizing-winter-road-maintenance\/\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"picture\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"320\" height=\"200\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2022\/03\/202203_web_research_project_softecfeature2-320x200.png\" class=\"attachment-thumbnail size-thumbnail wp-post-image lazyload\" alt=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 320px; --smush-placeholder-aspect-ratio: 320\/200;\" \/>\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>Softec: Optimizing winter road maintenance (industry PhD)\u00a0<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmar 31. 2022\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"excerpt\">Our common PhD project with Softec addresses new approaches to predictive modeling and optimization algorithms with a focus on machine learning and artificial intelligence methods. The application domain is winter&#8230;<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-7831\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>Knowledge-Based Approaches for Intelligent Analysis of Big Data<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tfeb 24. 2021\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"excerpt\">APVV-16-0213. 2017-2021. Partner: Technical University of Kosice (prof. Jan Paralic), Rozinajova, V. &#8211; principal investigator for FIIT STU until August 2020<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-7785\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>NEWTON &#8211; Networked Labs for Training in Sciences and Technologies for Information and Communication<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tfeb 24. 2021\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"excerpt\">H2020 688503. 2016-2019. Coordinator: Dublin City University, Rozinajova, V. &#8211; principal investigator for FIIT STU<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-7832\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>International Centre of Excellence for Research of Intelligent and Secure Information-Communication Technologies and Systems<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tfeb 24. 2021\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"excerpt\">ITMS 26240120039. 2014-2015. Partner: Atos IT Solutions and Services s.r.o., Rozinajova, V. &#8211; principal investigator for FIIT STU<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-7840\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>International Centre of Excellence for Research of Intelligent and Secure Information-Communication Technologies and Systems &#8211; II. Stage<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tfeb 24. 2021\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"excerpt\">ITMS 313021W404. Partner: Atos IT Solutions and Services s.r.o. , Rozinajova, V. &#8211; principal investigator for FIIT STU until August 2020<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-7798\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>STU as the Leader of Digital Coalition<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tfeb 24. 2021\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"excerpt\">002STU-2-1\/2018. 2019. Rozinajova, V. &#8211; principal investigator for FIIT STU<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n<\/div>\n\n<div id=\"featured-publications\" class=\"element acf-loop background-columns-blue\"><section id=\"featured-publications\" class=\"loop old  background-columns-blue\"  >\n\t<div class=\"wrapper-out\">\n\t\t<div class=\"wrapper-in\">\n\t\t\t<div class=\"in cf\">\n\t\t\t\t<div class=\"element-inner\">\n\t\t\t\t\t<div class=\"headline\"><h2>Selected Publications<\/h2><\/div>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"loop-wrap loop-Publication loop-style1 loop-static loop-4 cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-28615\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/publikacia\/expert-enhanced-dynamic-time-warping-based-anomaly-detection\/\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>Expert Enhanced Dynamic Time Warping Based Anomaly Detection<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t  <!--<div class=\"authors\"><strong>Autori:<\/strong> Kloska, M., Grmanova, G., Rozinajova, V.<\/div>-->\n                          <div class=\"authors\">Kloska, M., Grmanova, G., Rozinajova, V. &#8211; Expert Systems with Applications, <span class=\"published-date\">19 April 2023<\/span><span class=\"published-year\"><\/span><\/div>                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"excerpt\">Kloska, M., Grmanova G., Rozinajova, V. Dynamic time warping (DTW) is a well-known algorithm for time series elastic dissimilarity measure. Its ability to deal with non-linear time distortions makes it&#8230;<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0957417423005328?via%3Dihub\" class=\"download-file\">Stiahnu\u0165<\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-22556\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/publikacia\/radar-based-volumetric-precipitation-nowcasting-a-3d-convolutional-neural-network-with-unet-architecture\/\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>Radar-Based Volumetric Precipitation Nowcasting: A 3D Convolutional Neural Network with UNet Architecture<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t  <!--<div class=\"authors\"><strong>Autori:<\/strong> Pavlik, P., Rozinajova, V.. Bou Ezzeddine, A.<\/div>-->\n                          <div class=\"authors\">Pavlik, P., Rozinajova, V.. Bou Ezzeddine, A. &#8211; Workshop on Complex Data Challenges in Earth Observation 2022 at CAI-ECAI 2022, <span class=\"published-date\">8 September 2022<\/span><span class=\"published-year\"><\/span><\/div>                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"excerpt\">Pavlik, P., Rozinajova, V., Bou Ezzeddine, A. In recent years \u2013 like in many other domains \u2013 deep learning models have found their place in the domain of precipitation nowcasting&#8230;.<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/ceur-ws.org\/Vol-3207\/paper10.pdf\" class=\"download-file\">Stiahnu\u0165<\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-13638\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/publikacia\/towards-symbolic-time-series-representation-improved-by-kernel-density-estimators\/\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>Towards Symbolic Time Series Representation Improved by Kernel Density Estimators<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t  <!--<div class=\"authors\"><strong>Autori:<\/strong> Kloska, M., Rozinajova, V.<\/div>-->\n                          <div class=\"authors\">Kloska, M., Rozinajova, V. &#8211; Transactions on Large-Scale Data- and Knowledge-Centered Systems, <span class=\"published-date\">1 January 2022<\/span><span class=\"published-year\"><\/span><\/div>                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"excerpt\">Kloska, M., Rozinajova, V. This paper deals with symbolic time series representation. It builds up on the popular mapping technique Symbolic Aggregate approXimation algorithm (SAX), which is extensively utilized in&#8230;<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-662-64553-6_2\" class=\"download-file\">Stiahnu\u0165<\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-38532\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/publikacia\/do-echo-top-heights-improve-deep-learning-rainfall-nowcasts-a-case-study-in-the-netherlands\/\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>Do Echo Top Heights Improve Deep Learning Rainfall Nowcasts? A Case Study in\u00a0the\u00a0Netherlands<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t  <!--<div class=\"authors\"><strong>Autori:<\/strong> Pavl\u00edk, P., Schleiss, M., Bou Ezzedine, A., Rozinajov\u00e1, V.<\/div>-->\n                          <div class=\"authors\">Pavl\u00edk, P., Schleiss, M., Bou Ezzedine, A., Rozinajov\u00e1, V. &#8211; Transactions on Large-Scale Data- and Knowledge-Centered Systems LVIII, <span class=\"published-date\">2025<\/span><span class=\"published-year\"><\/span><\/div>                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"excerpt\">Pavl\u00edk, P., Schleiss, M.1, Bou Ezzedine, A., Rozinajov\u00e1, V. 1 Department of Geoscience and Remote Sensing, Delft University of Technology, Delft, The Netherlands Precipitation nowcasting \u2013 the short-term prediction\u00a0of rainfall&#8230;<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-662-72116-2_3\" class=\"download-file\">Stiahnu\u0165<\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n<\/div>\n\n<div id=\"\" class=\"element acf-loop padding-top-0\"><section class=\"loop old  padding-top-0\"  >\n\t<div class=\"wrapper-out\">\n\t\t<div class=\"wrapper-in\">\n\t\t\t<div class=\"in cf\">\n\t\t\t\t<div class=\"element-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"description\"><p>She is author\/coauthor of more than 70 publications in journals and conference proceedings.<\/p><\/div>\t\t\t\t\t<div class=\"loop-wrap loop-Publication loop-style2 loop-load_more loop-6 cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-7855\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/publikacia\/automatic-question-generation-based-on-sentence-structure-analysis-using-machine-learning-approach-2\/\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>Automatic question generation based on sentence structure analysis using machine learning approach<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t                                              \t\t\t\t<div class=\"authors\">Blstak, M., Rozinajova, V. &#8211; Natural Language Engineering, <span class=\"published-date\">2021<\/span><span class=\"published-year\"><\/span><\/div>\n                    \t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/doi.org\/10.1017\/S1351324921000139\" class=\"download-file\">Stiahnu\u0165<\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-8048\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/publikacia\/intelligent-analysis-of-data-streams\/\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>Intelligent Analysis of Data Streams<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t                                              \t\t\t\t<div class=\"authors\">Rozinajova, V., Bou Ezzeddine, A., Grmanova, G., Vrablecova, P., Pomffyova, M.  &#8211; Towards Digital Intelligence Society: A Knowledge-based Approach, <span class=\"published-date\">2020<\/span><span class=\"published-year\"><\/span><\/div>\n                    \t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-030-63872-6_5\" class=\"download-file\">Stiahnu\u0165<\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-7861\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/publikacia\/distribution-wise-symbolic-aggregate-approximation-dwsax\/\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>Distribution-Wise Symbolic Aggregate ApproXimation (dwSAX)<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t                                              \t\t\t\t<div class=\"authors\">Kloska, M., Rozinajova, V. &#8211; Intelligent Data Engineering and Automated Learning \u2013 IDEAL, <span class=\"published-date\">27 October 2020<\/span><span class=\"published-year\"><\/span><\/div>\n                    \t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-030-62362-3_27\" class=\"download-file\">Stiahnu\u0165<\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-8075\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/doi.org\/10.1007\/s10844-019-00550-3\" target=\"_blank\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>Density-based unsupervised ensemble learning methods for time series forecasting of aggregated or clustered electricity consumption<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t                                              \t\t\t\t<div class=\"excerpt\">Laurinec, P., Loderer, M., Lucka, M., Rozinajova, V. &#8211; Journal of Intelligent Information Systems, 2019<\/div>\n                    \t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-8047\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/doi.org\/10.1016\/B978-0-12-813314-9.00002-5\" target=\"_blank\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>Computational Intelligence in Smart Grid Environment<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t                                              \t\t\t\t<div class=\"excerpt\">Rozinajova, V., Bou Ezzeddine, A., Loderer, M., Loebl, J., Magyar, R., Vrablecova, P. &#8211; Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications, Intelligent Data-Centric Systems, 2018<\/div>\n                    \t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-8076\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/doi.org\/10.1016\/j.compeleceng.2017.07.006\" target=\"_blank\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>Smart Grid Load Forecasting Using Online Support Vector Regression<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t                                              \t\t\t\t<div class=\"excerpt\">Vrablecova, P., Bou Ezzeddine, A., Rozinajova, V., Sarik, S., Sangaiah, A.K. &#8211; Computers and Electrical Engineering, 2018<\/div>\n                    \t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/scholar.google.com\/citations?user=Kv2JpV0AAAAJ&#038;hl=en\" target=\"_blank\" class=\"button purple all\">All publications: see google scholar profile<\/a>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h2 class=\"wp-block-heading\" id=\"selected-student-supervising\">Selected Student Supervising<\/h2>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>She supervised more than 80 bachelor, master and PhD theses. Selected student theses:<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h4 class=\"wp-block-heading\" id=\"phd\"><strong>PhD<\/strong><\/h4>\n<\/div>\n\n<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li><a href=\"https:\/\/www.linkedin.com\/in\/peter-pavl%C3%ADk-719993139\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Pavl\u00edk Peter<\/a> &#8211; Intelligent data analysis. Industrial partner: Softec. Ongoing<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li><a href=\"https:\/\/www.linkedin.com\/in\/matej-kloska\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Kloska Matej<\/a> &#8211; Advanced Methods of Anomaly Detection. Defended in 2023<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li><a href=\"https:\/\/www.linkedin.com\/in\/marek-l%C3%B3derer-66461483\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">L\u00f3derer Marek<\/a> &#8211; Application of Biologically Inspired Algorithms in Prediction Based on Ensemble Learning. Defended 2021<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li><a href=\"https:\/\/www.linkedin.com\/in\/petra-vrablecova\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Vrablecov\u00e1 Petra<\/a> &#8211; Predictive Analytics on Data Streams. Defended 2019<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li><span style=\"color: initial;\"><a href=\"https:\/\/www.linkedin.com\/in\/miroslav-blstak-a00a7280\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Bl\u0161t\u00e1k Miroslav<\/a> <\/span>&#8211; Automatic Question Generation Based on Sentence Structure Analysis. Defended 2018<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li><a href=\"https:\/\/www.linkedin.com\/in\/selmeci\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u0160elm\u00e9ci Roman<\/a> &#8211; Application of Design Patterns in Service Oriented Architecture. Defended 2018<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h4 class=\"wp-block-heading\" id=\"master\"><strong>Master<\/strong>s<\/h4>\n<\/div>\n\n<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li>Kubica Adri\u00e1n &#8211; Microgrid optimization. Defended 2021<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Hal\u00e1s Michal &#8211; Management of energy sharing in micronetworks. Defended 2021<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Kov\u00e1\u010d Alan &#8211; Optimization of microgrid operation using data analytics methods. Defended 2021<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Sta\u0161kovan Michal &#8211; Methods of feature selection in research of oncology diseases. Defended 2019<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Halajov\u00e1 Martina &#8211; Relevant feature selection in the research of cancer treatment. Defended 2019<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Pint\u00e9r Richard &#8211; Predictive analysis and its utilization on intelligent house. Defended 2019<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Prekala Martin &#8211; Optimization of energy production and consumption. Defended 2018<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Pomffyov\u00e1 Miriama &#8211; Intelligent data analysis in power load environment. Defended 2018<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>\u017dalondek Martin &#8211; Utilization of data analytics in regulation of consumption and production of electric energy. Defended 2017<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Posch Helmut &#8211; Modelling of energy ecosystem. Defended 2017<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Nemec Radoslav &#8211; Prediction of power load demand. Defended 2016<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Piliar Andrej &#8211; Prediction of energy production. Defended 2016<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Kubinec Eduard &#8211; Utilization of business analytics for making enterprise processes more effective. Defended 2016<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>\u0160tajer Andrej &#8211; Visual analytics of large volume data. Defended 2015<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Marto\u0161 Ivan &#8211; Software services recommendation considering context. Defended 2015<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h4 class=\"wp-block-heading\" id=\"bachelor\"><strong>Bachelor<\/strong>s<\/h4>\n<\/div>\n\n<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li>Sagan Samuel &#8211; Analysis and Visualization of data in Energy Domain. Defended 2020<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Mi\u0161en\u010d\u00edk \u0160imon &#8211; Analysis and Visualization of data in Energy Domain. Defended 2020<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>D\u017eurman Kamil &#8211; Tool for comparison of optimization algorithms. Defended 2019<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Hal\u00e1s Michal &#8211; Application for drivers of electric cars. Defended 2019<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Kubica Adri\u00e1n &#8211; Application for drivers of electric cars. Defended 2019<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Pavl\u00edk Peter &#8211; Dynamic Weighted Majority in Ensemble Learning. Defended 2018<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Franko J\u00e1n Mari\u00e1n &#8211; Effective utilization of energy in local energy network. Defended 2018<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Doln\u00e1k Michal &#8211; Processing the data from intelligent metering devices. Defended 2017<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>\u0160kod\u00e1\u010dek Martin &#8211; Processing the data from intelligent metering devices. Defended 2017<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Sta\u0161kovan Michal &#8211; Application supporting energy savings in household. Defended 2017<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Ka\u010dm\u00e1r Dominik &#8211; Application supporting energy savings in household. Defended 2017<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Sudora Simon &#8211; Prediction of energy production from renewable sources involving external factors. Defended 2016<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Morav\u010d\u00edk Oliver &#8211; Prediction of energy production from renewable sources involving external factors. Defended 2016<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Bako\u0161 Peter &#8211; Monitoring energy demand in households. Defended 2016<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Pomffyov\u00e1 Miriama &#8211; Utilization of power load demand predictions in energy purchase planning. Defended 2016<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>La\u010dn\u00fd Martin &#8211; Enterprise architecture as a means of making processes in organization more effective. Defended 2015<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Ga\u0161\u0161o Tom\u00e1\u0161 &#8211; Enterprise architecture as a means of making processes in organization more effective. Defended 2015<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Tak\u00e1cs Gabriel &#8211; Personal recommendation using machine learning techniques. Defended 2015<\/li>\n<\/div><\/ul>\n<\/div>","protected":false},"featured_media":0,"template":"","meta":{"_acf_changed":true,"footnotes":""},"categories":[81],"class_list":["post-5592","member","type-member","status-publish","hentry","category-data-analytics-for-green-energy-sk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Viera Rozinajov\u00e1 - KInIT<\/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:\/\/kinit.sk\/sk\/clen\/viera-rozinajova\/\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Viera Rozinajov\u00e1 - KInIT\" \/>\n<meta property=\"og:description\" content=\"Viera is a senior researcher focusing on intelligent data analysis, particularly predictive modeling, cluster analysis, anomaly detection and optimization. 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