{"id":215,"date":"2019-07-24T07:54:37","date_gmt":"2019-07-24T07:54:37","guid":{"rendered":"https:\/\/demosites.io\/vacation-rental\/?page_id=12"},"modified":"2025-10-15T08:24:27","modified_gmt":"2025-10-15T08:24:27","slug":"home","status":"publish","type":"page","link":"https:\/\/databionics-institute.org\/","title":{"rendered":"Home"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"215\" class=\"elementor elementor-215\" data-elementor-settings=\"[]\">\n\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t<section class=\"elementor-element elementor-element-05653e1 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle elementor-section elementor-top-section\" data-id=\"05653e1\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-584ca1d elementor-column elementor-col-100 elementor-top-column\" data-id=\"584ca1d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<section class=\"elementor-element elementor-element-848aa8e elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-inner-section\" data-id=\"848aa8e\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3a9c3e5 elementor-column elementor-col-100 elementor-inner-column\" data-id=\"3a9c3e5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2dd59bd elementor-widget elementor-widget-heading\" data-id=\"2dd59bd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Databionics Institute<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-element elementor-element-6a06701 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-top-section\" data-id=\"6a06701\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a4178de elementor-column elementor-col-100 elementor-top-column\" data-id=\"a4178de\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1f96e5c elementor-widget elementor-widget-heading\" data-id=\"1f96e5c\" 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\">Who we are<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-element elementor-element-4eb5561 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible elementor-section elementor-inner-section\" data-id=\"4eb5561\" data-element_type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;slideInLeft&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-feeecdd elementor-column elementor-col-50 elementor-inner-column\" data-id=\"feeecdd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e8fdf89 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"e8fdf89\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;slideInLeft&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"225\" height=\"300\" src=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2020\/10\/alfredUltsch.jpg\" class=\"attachment-large size-large\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e0a001 elementor-column elementor-col-50 elementor-inner-column\" data-id=\"5e0a001\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c577ee6 elementor-widget elementor-widget-text-editor\" data-id=\"c577ee6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><p style=\"text-align: justify;\">Prof. Dr. <strong>Alfred Ultsch<\/strong> is a known scientist working in the field of<br \/>Data Science for over three decades now. Starting with knowledge based Artificial Intelligence he moved to learning artificial neuronal networks. In the field of unsupervised structure detection in data using self organizing neuronal networks his invention, the U-matrix, has become became the standard visualization tool. Based on ideas from economics two of his ideas are well known in statistics and Data Science: the Pareto Density Estimation (PDE), a tool for the precise analysis of distributions and the calculated ABC analysis, which provides a concentration on the most important parts of a problem on mathematical grounds.<br \/>His major focus is always the practical usage of emergence. This<br \/>phenomenon occurs in complex natural and artificial systems and enables the &#8220;the whole is more than the sum of its parts&#8221; effect.\u00a0<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-element elementor-element-7274ead elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible elementor-section elementor-inner-section\" data-id=\"7274ead\" data-element_type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;slideInRight&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-063f330 elementor-column elementor-col-50 elementor-inner-column\" data-id=\"063f330\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9467389 elementor-widget elementor-widget-text-editor\" data-id=\"9467389\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><p style=\"text-align: justify;\"><strong>Marcus B. Schmelzer<\/strong> has more than 30 years experience in the IT industry. He held several top management positions at Unisys, Teradata, nCube, Siebel Systems and Vitria. As General Manager he developed Siebel Central Europe from zero to a multi-million dollar company. After Siebel, Schmelzer built up the European organization of Vitria Technologies as VP EMEA. Schmelzer studied Computer Engineering in Munich and Augsburg and completed an Executive MBA program in Cranfield\/UK.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75854a6 elementor-column elementor-col-50 elementor-inner-column\" data-id=\"75854a6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0296ab6 elementor-widget elementor-widget-image\" data-id=\"0296ab6\" 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<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"415\" height=\"400\" src=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2020\/12\/marcuschmelzerprofil-e1609430904902.jpg\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2020\/12\/marcuschmelzerprofil-e1609430904902.jpg 415w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2020\/12\/marcuschmelzerprofil-e1609430904902-300x289.jpg 300w\" sizes=\"auto, (max-width: 415px) 100vw, 415px\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-element elementor-element-bdc1b1e elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible elementor-section elementor-inner-section\" data-id=\"bdc1b1e\" data-element_type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;slideInLeft&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1b417cd elementor-column elementor-col-50 elementor-inner-column\" data-id=\"1b417cd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b56d0c2 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"b56d0c2\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;slideInLeft&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"262\" height=\"300\" src=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/florianlerch2-262x300.png\" class=\"attachment-medium size-medium\" alt=\"\" srcset=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/florianlerch2-262x300.png 262w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/florianlerch2-895x1024.png 895w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/florianlerch2-768x878.png 768w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/florianlerch2-1343x1536.png 1343w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/florianlerch2-1791x2048.png 1791w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/florianlerch2.png 1823w\" sizes=\"auto, (max-width: 262px) 100vw, 262px\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-10740d7 elementor-column elementor-col-50 elementor-inner-column\" data-id=\"10740d7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-97059e6 elementor-widget elementor-widget-text-editor\" data-id=\"97059e6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><p style=\"text-align: justify;\"><strong>Florian<\/strong><b> Lerch<\/b> got his Masters Degree in Computer Science at the Philipps University of Marburg for projects focused on Data Analysis.\u00a0<span style=\"letter-spacing: 0px;\">He gathered experiences in research and teaching within the Data Science field working as an assistant for Prof. Ultsch in the Databionics workgroup and in work for the Fraunberg Institute.<\/span><\/p><p style=\"text-align: justify;\">Lerch was involved in the development and publishment of various software packages targeted at data modelling and visualization, including the &#8220;Distribution Optimization&#8221; algorithm for which he received his Masters Degree.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a12ed4 elementor-widget elementor-widget-spacer\" data-id=\"3a12ed4\" 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<section class=\"elementor-element elementor-element-384e780 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible elementor-section elementor-inner-section\" data-id=\"384e780\" data-element_type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;slideInRight&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6973b79 elementor-column elementor-col-50 elementor-inner-column\" data-id=\"6973b79\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d6ba1d0 elementor-widget elementor-widget-text-editor\" data-id=\"d6ba1d0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><p style=\"text-align: justify;\"><strong>Michael C. Thrun<\/strong> graduated in physics (Diplom) in 2014 and received his Ph.D. in Data Science from the Philipps University of Marburg in 2017. His research interests are centered around methods of dimensionality reduction, cluster analysis, data visualization, as well as unsupervised machine learning with a specific focus on swarm intelligence, self-organization, and emergence. He researched such methods for advanced analytics in Big Data and generating industrial applications in data science. Currently, he develops analytical procedures for explainable artificial intelligence. He is the CEO of <a href=\"http:\/\/www.iap-gmbh.de\">IAP-GmbH Intelligent Analytics Projects<\/a><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e8759ea elementor-column elementor-col-50 elementor-inner-column\" data-id=\"e8759ea\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e3aec1b elementor-widget elementor-widget-image\" data-id=\"e3aec1b\" 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<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"261\" height=\"300\" src=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/michael-thrun.1024x1024-e1613750887688-261x300.jpg\" class=\"attachment-medium size-medium\" alt=\"\" srcset=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/michael-thrun.1024x1024-e1613750887688-261x300.jpg 261w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/michael-thrun.1024x1024-e1613750887688-768x884.jpg 768w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/michael-thrun.1024x1024-e1613750887688.jpg 890w\" sizes=\"auto, (max-width: 261px) 100vw, 261px\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-element elementor-element-99c3d0e elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible elementor-section elementor-inner-section\" data-id=\"99c3d0e\" data-element_type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;slideInRight&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e27733e elementor-column elementor-col-50 elementor-inner-column\" data-id=\"e27733e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ed7401f elementor-widget elementor-widget-image\" data-id=\"ed7401f\" 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<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"240\" height=\"300\" src=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2025\/10\/Boon_Face_only-240x300.png\" class=\"attachment-medium size-medium\" alt=\"\" srcset=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2025\/10\/Boon_Face_only-240x300.png 240w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2025\/10\/Boon_Face_only-820x1024.png 820w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2025\/10\/Boon_Face_only-768x959.png 768w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2025\/10\/Boon_Face_only-1230x1536.png 1230w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2025\/10\/Boon_Face_only.png 1638w\" sizes=\"auto, (max-width: 240px) 100vw, 240px\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8aa3c9e elementor-column elementor-col-50 elementor-inner-column\" data-id=\"8aa3c9e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9c487dc elementor-widget elementor-widget-text-editor\" data-id=\"9c487dc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><p><b>Boon Elschenbroich<\/b> has more than 20 years of experience as software developer and architect. After studying computer science at the Augsburg University of Applied Sciences, he worked in the field of system integration for well-known software manufacturers throughout Europe.<br \/><span style=\"letter-spacing: 0px;\">Over the years he has gained experience as an Enterprise Solution Architect in several large projects in the USA, Europe and Asia. He has experience in various industries such as finance, telecommunications and aviation.<br \/><\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-element elementor-element-dfb7a3f elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-top-section\" data-id=\"dfb7a3f\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-37ac2c3 elementor-column elementor-col-100 elementor-top-column\" data-id=\"37ac2c3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<section class=\"elementor-element elementor-element-9195c70 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-inner-section\" data-id=\"9195c70\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-27b8d9e elementor-column elementor-col-100 elementor-inner-column\" data-id=\"27b8d9e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-26ba605 elementor-widget elementor-widget-heading\" data-id=\"26ba605\" 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\">Our Services<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d340cf9 elementor-widget elementor-widget-spacer\" data-id=\"d340cf9\" 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\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-element elementor-element-4185a95 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible elementor-section elementor-inner-section\" data-id=\"4185a95\" data-element_type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-678dd41 elementor-column elementor-col-50 elementor-inner-column\" data-id=\"678dd41\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1b787ea elementor-widget elementor-widget-text-editor\" data-id=\"1b787ea\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><h3><b>Knowledge Discovery<\/b><\/h3><p style=\"text-align: justify;\">Knowledge Discovery is the exploration of complex datasets with potentially unexpected results. Instead of testing your dataset for one\u00a0 specific hypothesis, it aims to find new connections and extracts useful and practical Knowledge from data.\u00a0\u00a0<\/p><p style=\"text-align: justify;\">It is a method for finding new solutions and practical improvements. With the amount of datasets many companies nowadays, Knowledge Discovery is the way to actually get completely novel information out of your novel and unique datasets.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cfea544 elementor-column elementor-col-50 elementor-inner-column\" data-id=\"cfea544\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8215b3b elementor-widget elementor-widget-image\" data-id=\"8215b3b\" 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<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"670\" src=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/consulting-1024x670.jpg\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/consulting-1024x670.jpg 1024w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/consulting-300x196.jpg 300w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/consulting-768x503.jpg 768w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/consulting-1536x1005.jpg 1536w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/consulting.jpg 1907w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2f4011 elementor-widget elementor-widget-spacer\" data-id=\"d2f4011\" 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<section class=\"elementor-element elementor-element-5eac4cd elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible elementor-section elementor-inner-section\" data-id=\"5eac4cd\" data-element_type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;fadeInRight&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b0c6672 elementor-column elementor-col-50 elementor-inner-column\" data-id=\"b0c6672\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1f856f6 elementor-widget elementor-widget-image\" data-id=\"1f856f6\" 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<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"680\" src=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/stockmarketchanges-1024x680.jpg\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/stockmarketchanges-1024x680.jpg 1024w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/stockmarketchanges-300x199.jpg 300w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/stockmarketchanges-768x510.jpg 768w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/stockmarketchanges-1536x1020.jpg 1536w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/stockmarketchanges-2048x1360.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-838522c elementor-column elementor-col-50 elementor-inner-column\" data-id=\"838522c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b4f4e15 elementor-widget elementor-widget-text-editor\" data-id=\"b4f4e15\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><div><b>Big Data Analysis<\/b><\/div><div>\u00a0<\/div><div style=\"text-align: justify;\">The abundance of data increases every\u00a0 year, bringing many classical methods and algorithms to their knees and making a\u00a0 constant innovation of capable algorithms a necessity. Our experiences in the scientific field allow us to be at the spearhead of what is possible right now.<\/div><div style=\"text-align: justify;\">Our tools\u00a0 are adjusted to manage the size of your data various ways to create\u00a0 meaningful summaries.<\/div><div style=\"text-align: justify;\">\u00a0<\/div><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-7fad390 elementor-widget elementor-widget-spacer\" data-id=\"7fad390\" 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<section class=\"elementor-element elementor-element-414c77c elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible elementor-section elementor-inner-section\" data-id=\"414c77c\" data-element_type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5cc7770 elementor-column elementor-col-50 elementor-inner-column\" data-id=\"5cc7770\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c28a674 elementor-widget elementor-widget-text-editor\" data-id=\"c28a674\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><h3><b>Training and Consultation<br \/><\/b><\/h3><p style=\"text-align: justify;\">We offer various courses for giving You and Your staff training in the modern art of data science. We break down all the fundamental skills involved into easy and actionable parts, giving You an intuitive understanding into whats actually possible nowadays.<\/p><p style=\"text-align: justify;\">We also provide you with general consultation services around your data.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f9dd3d4 elementor-column elementor-col-50 elementor-inner-column\" data-id=\"f9dd3d4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6c56c27 elementor-widget elementor-widget-image\" data-id=\"6c56c27\" 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<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/advise_thumbnail-1024x683.jpg\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/advise_thumbnail-1024x683.jpg 1024w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/advise_thumbnail-300x200.jpg 300w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/advise_thumbnail-768x512.jpg 768w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/advise_thumbnail-1536x1024.jpg 1536w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/advise_thumbnail-2048x1365.jpg 2048w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/advise_thumbnail-930x620.jpg 930w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-element elementor-element-6529cae elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-top-section\" data-id=\"6529cae\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c974f7a elementor-column elementor-col-100 elementor-top-column\" data-id=\"c974f7a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<section class=\"elementor-element elementor-element-e3a64a9 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-inner-section\" data-id=\"e3a64a9\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-29cde80 elementor-column elementor-col-100 elementor-inner-column\" data-id=\"29cde80\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ea7c668 elementor-widget elementor-widget-heading\" data-id=\"ea7c668\" 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\">Our Strengths<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce2ad34 elementor-widget elementor-widget-spacer\" data-id=\"ce2ad34\" 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\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-element elementor-element-58e212f elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible elementor-section elementor-inner-section\" data-id=\"58e212f\" data-element_type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;slideInLeft&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-175b7f0 elementor-column elementor-col-33 elementor-inner-column\" data-id=\"175b7f0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-174b91a elementor-position-top elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"174b91a\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"105\" height=\"90\" src=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/icon1.png\" class=\"attachment-full size-full\" alt=\"\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Comprehensible<\/h3><p class=\"elementor-image-box-description\">We focus on visual and understandable results which break down complex connections into easy parts. Statistical results will always be brought into a comprehensible format.<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a7d5de1 elementor-column elementor-col-33 elementor-inner-column\" data-id=\"a7d5de1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9fb2121 elementor-position-top elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"9fb2121\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"89\" height=\"84\" src=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/icon3.png\" class=\"attachment-full size-full\" alt=\"\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Modern<\/h3><p class=\"elementor-image-box-description\">Through our involvement in the scientific community, we apply algorithms, that are constantly evolving and keeping ahead on the state of the art. Whats possible changes every day, and we enjoy to be a part of this.<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf2785d elementor-column elementor-col-33 elementor-inner-column\" data-id=\"cf2785d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e83fe20 elementor-position-top elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"e83fe20\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"86\" height=\"72\" src=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/02\/icon2.png\" class=\"attachment-full size-full\" alt=\"\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Safe<\/h3><p class=\"elementor-image-box-description\">A lot of datasets contain private or confidential information which needs to be handled  accordingly. We make sure  that every data transfer is up to modern standards.<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-element elementor-element-d70d005 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-top-section\" data-id=\"d70d005\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b22cf3c elementor-column elementor-col-100 elementor-top-column\" data-id=\"b22cf3c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<section class=\"elementor-element elementor-element-8c3b0dd elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-inner-section\" data-id=\"8c3b0dd\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f143cb9 elementor-column elementor-col-100 elementor-inner-column\" data-id=\"f143cb9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8628f4d elementor-widget elementor-widget-heading\" data-id=\"8628f4d\" 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\">Previous Projects<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-f44b010 elementor-tabs-view-vertical elementor-invisible elementor-widget elementor-widget-tabs\" data-id=\"f44b010\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;slideInRight&quot;}\" data-widget_type=\"tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-tabs\" role=\"tablist\">\n\t\t\t<div class=\"elementor-tabs-wrapper\">\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-2561\" class=\"elementor-tab-title elementor-tab-desktop-title\" data-tab=\"1\" role=\"tab\" aria-controls=\"elementor-tab-content-2561\"><a href=\"\">Telecommunication<\/a><\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-2562\" class=\"elementor-tab-title elementor-tab-desktop-title\" data-tab=\"2\" role=\"tab\" aria-controls=\"elementor-tab-content-2562\"><a href=\"\">Stock Market<\/a><\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-2563\" class=\"elementor-tab-title elementor-tab-desktop-title\" data-tab=\"3\" role=\"tab\" aria-controls=\"elementor-tab-content-2563\"><a href=\"\">Gene Analysis<\/a><\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-2564\" class=\"elementor-tab-title elementor-tab-desktop-title\" data-tab=\"4\" role=\"tab\" aria-controls=\"elementor-tab-content-2564\"><a href=\"\">Sport Medicine<\/a><\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-2565\" class=\"elementor-tab-title elementor-tab-desktop-title\" data-tab=\"5\" role=\"tab\" aria-controls=\"elementor-tab-content-2565\"><a href=\"\">Medical Diagnosis<\/a><\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-2566\" class=\"elementor-tab-title elementor-tab-desktop-title\" data-tab=\"6\" role=\"tab\" aria-controls=\"elementor-tab-content-2566\"><a href=\"\">Mointain Wave Projekt<\/a><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t<div class=\"elementor-tabs-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" data-tab=\"1\" role=\"tab\">Telecommunication<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2561\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2561\"><div style=\"-en-clipboard: true;\"><div style=\"float: left; width: 50%;\"><span style=\"letter-spacing: 0px;\">The application on customerbehaviour of a telecommunication company made the classification of customers into different groups possible. New knowledge about the behaviour of customer groups could be found. Of special interest were customers with a high probability of cancelling their contract soon.<\/span><\/div><div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-493\" src=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/crm_umx-300x197.jpg\" alt=\"\" width=\"300\" height=\"197\" srcset=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/crm_umx-300x197.jpg 300w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/crm_umx-768x504.jpg 768w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/crm_umx.jpg 966w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/div><\/div><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" data-tab=\"2\" role=\"tab\">Stock Market<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2562\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2562\"><div style=\"float: left; width: 50%; padding-right: 40px;\"><span style=\"color: #ffffff;\">The analysis by application of self organizing algorithms onto 8000 on the US stock market traged companies led to a novel segmentation of the stock market. Based on that knowledge it was possible to derive the probability of a value increase in stocks. The prognosis has proven to be successfull in generally bad markets.<\/span><\/div><p><a title=\"stx_umx\" href=\"https:\/\/www.uni-marburg.de\/fb12\/arbeitsgruppen\/datenbionik\/bilder\/anwendugnen\/stx_umx\" target=\"_self\"><br \/><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-491\" src=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/stx_umx-300x197.jpg\" alt=\"\" width=\"300\" height=\"197\" srcset=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/stx_umx-300x197.jpg 300w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/stx_umx-768x503.jpg 768w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/stx_umx.jpg 998w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" data-tab=\"3\" role=\"tab\">Gene Analysis<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2563\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2563\"><div style=\"float: left; width: 50%; padding-right: 30px;\"><span style=\"color: #ffffff;\">In an analysis of DNA microarray data, it was possible to extract the most relevant for disease prognosis in a data set of about 4000 gene data. The reduction to resulted in 19 particularly relevant genes. Only this enormous reduction in complexity allows further investigation of the genes for their exact function. Initial studies suggest a new understanding of tumor growth in a common type of tumor in children (neuroblastoma).<\/span><\/div><p><a title=\"dna_umx\" href=\"https:\/\/www.uni-marburg.de\/fb12\/arbeitsgruppen\/datenbionik\/bilder\/anwendugnen\/dna_umx\" target=\"_self\"><br \/><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-492\" src=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/dna_umx-300x240.jpg\" alt=\"\" width=\"300\" height=\"240\" srcset=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/dna_umx-300x240.jpg 300w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/dna_umx-768x614.jpg 768w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/dna_umx.jpg 860w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" data-tab=\"4\" role=\"tab\">Sport Medicine<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2564\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2564\"><div style=\"float: left; width: 50%; padding-right: 40px;\">The investigation of multivariate time series on limb position and muscle activity during inline skating with the Time Series Knowledge Mining method revealed interpretable temporal patterns describing the typical coordination of muscles in the movement process. These findings can be used for rehabilitation measures and training control.<\/div><p><a title=\"tdm_skt_move\" href=\"https:\/\/www.uni-marburg.de\/fb12\/arbeitsgruppen\/datenbionik\/bilder\/anwendugnen\/tdm_skt_move\" target=\"_self\"><br \/><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-490\" src=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/tdm_skt_move-300x209.png\" alt=\"\" width=\"300\" height=\"209\" srcset=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/tdm_skt_move-300x209.png 300w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/tdm_skt_move-768x536.png 768w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/tdm_skt_move.png 903w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" data-tab=\"5\" role=\"tab\">Medical Diagnosis<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2565\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2565\"><div style=\"float: left; width: 50%; padding-right: 40px;\">An example from medicine is the diagnosis of diseases of borrelliosis or meningitis based on an analysis of the cerebrospinal fluid (CSF). The largest group (red) that emerges in the U-Sphere represents the uninfected patients. The other groups represent subforms of the infection, some of which are not yet known.<\/div><p><a title=\"liq_umx\" href=\"https:\/\/www.uni-marburg.de\/fb12\/arbeitsgruppen\/datenbionik\/bilder\/anwendugnen\/liq_umx\" target=\"_self\"><br \/><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-495\" src=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/liq_umx-300x266.jpg\" alt=\"\" width=\"300\" height=\"266\" srcset=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/liq_umx-300x266.jpg 300w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/liq_umx.jpg 758w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" data-tab=\"6\" role=\"tab\">Mointain Wave Projekt<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2566\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2566\"><div style=\"float: left; width: 50%; padding-right: 30px;\"><div>The Data Bionics group is involved in the Mountain Wave project. Here, flight data, e.g. from record flights from the Andes, are analyzed. The goal is to advance meteorological knowledge about the occurrence and shape of atmospheric lee wave structures (mountain waves).<\/div><\/div><div><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-494\" src=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/mwKarte-177x300.gif\" alt=\"\" width=\"177\" height=\"300\" srcset=\"https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/mwKarte-177x300.gif 177w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/mwKarte-603x1024.gif 603w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/mwKarte-768x1305.gif 768w, https:\/\/databionics-institute.org\/wp-content\/uploads\/2021\/03\/mwKarte-904x1536.gif 904w\" sizes=\"auto, (max-width: 177px) 100vw, 177px\" \/><\/div><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-element elementor-element-bc3265d elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-top-section\" data-id=\"bc3265d\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2450948 elementor-column elementor-col-100 elementor-top-column\" data-id=\"2450948\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<section class=\"elementor-element elementor-element-a6ff6a7 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-inner-section\" data-id=\"a6ff6a7\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3f12ad7 elementor-column elementor-col-100 elementor-inner-column\" data-id=\"3f12ad7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-19aba71 elementor-widget elementor-widget-heading\" data-id=\"19aba71\" 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\">Contact us for details<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce163cf elementor-widget elementor-widget-spacer\" data-id=\"ce163cf\" 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\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Databionics Institute Who we are Prof. Dr. Alfred Ultsch is a known scientist working in the field ofData Science for over three decades now. Starting with knowledge based Artificial Intelligence he moved to learning artificial neuronal networks. In the field of unsupervised structure detection in data using self organizing neuronal networks his invention, the U-matrix,&hellip;&nbsp;<a href=\"https:\/\/databionics-institute.org\/\" class=\"\" rel=\"bookmark\">Read More &raquo;<span class=\"screen-reader-text\">Home<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/template-pagebuilder-full-width.php","meta":{"footnotes":""},"class_list":["post-215","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/databionics-institute.org\/index.php\/wp-json\/wp\/v2\/pages\/215","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/databionics-institute.org\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/databionics-institute.org\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/databionics-institute.org\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/databionics-institute.org\/index.php\/wp-json\/wp\/v2\/comments?post=215"}],"version-history":[{"count":74,"href":"https:\/\/databionics-institute.org\/index.php\/wp-json\/wp\/v2\/pages\/215\/revisions"}],"predecessor-version":[{"id":755,"href":"https:\/\/databionics-institute.org\/index.php\/wp-json\/wp\/v2\/pages\/215\/revisions\/755"}],"wp:attachment":[{"href":"https:\/\/databionics-institute.org\/index.php\/wp-json\/wp\/v2\/media?parent=215"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}