{"id":4,"date":"2022-04-03T14:42:04","date_gmt":"2022-04-03T14:42:04","guid":{"rendered":"https:\/\/grottke.de\/willkommen-auf-https-grottke-de"},"modified":"2022-12-23T17:20:37","modified_gmt":"2022-12-23T17:20:37","slug":"willkommen-auf-https-grottke-de","status":"publish","type":"page","link":"https:\/\/grottke.de\/en\/","title":{"rendered":"Curriculum Vitae"},"content":{"rendered":"<style>#sp-ea-13 .spcollapsing { height: 0; overflow: hidden; transition-property: height;transition-duration: 300ms;}#sp-ea-13.sp-easy-accordion>.sp-ea-single {margin-bottom: 10px; border: 1px solid #e2e2e2; }#sp-ea-13.sp-easy-accordion>.sp-ea-single>.ea-header a {color: #ffffff;}#sp-ea-13.sp-easy-accordion>.sp-ea-single>.sp-collapse>.ea-body {background: #fff; color: #0c0035;}#sp-ea-13.sp-easy-accordion>.sp-ea-single {background: #0c0035;}#sp-ea-13.sp-easy-accordion>.sp-ea-single>.ea-header a .ea-expand-icon { float: right; color: #ffffff;font-size: 16px;}#sp-ea-13.sp-easy-accordion>.sp-ea-single>.ea-header a .ea-expand-icon {margin-right: 0;}<\/style><div id=\"sp_easy_accordion-1688485578\"><div id=\"sp-ea-13\" class=\"sp-ea-one sp-easy-accordion\" data-ea-active=\"ea-click\" data-ea-mode=\"vertical\" data-preloader=\"\" data-scroll-active-item=\"\" data-offset-to-scroll=\"0\"><div class=\"ea-card sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" id=\"ea-header-130\" role=\"button\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse130\" aria-controls=\"collapse130\" href=\"#\" aria-expanded=\"false\" tabindex=\"0\"><i aria-hidden=\"true\" role=\"presentation\" class=\"ea-expand-icon eap-icon-ea-expand-plus\"><\/i> Education<\/a><\/h3><div class=\"sp-collapse spcollapse spcollapse\" id=\"collapse130\" data-parent=\"#sp-ea-13\" role=\"region\" aria-labelledby=\"ea-header-130\"> <div class=\"ea-body\"><ul><li><strong>\u201eHabilitation\u201c,<\/strong> Business Administration (esp. Information Systems) and Statistics, <em>January 2010<\/em><br \/>Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, N\u00fcrnberg, Germany<\/li><li><strong>PhD,<\/strong> <em>July 2003<\/em><br \/>Research focus on Statistics\/Information Systems<br \/>Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, N\u00fcrnberg, Germany<\/li><li><strong>Diplom,<\/strong> Business Administration, <em>May 2000<\/em><br \/>Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, N\u00fcrnberg, Germany<\/li><li><strong>MA,<\/strong> Economics, <em>May 1999<\/em><br \/>Wayne State University, Detroit, MI, USA<\/li><\/ul><\/div><\/div><\/div><div class=\"ea-card sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" id=\"ea-header-131\" role=\"button\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse131\" aria-controls=\"collapse131\" href=\"#\" aria-expanded=\"false\" tabindex=\"0\"><i aria-hidden=\"true\" role=\"presentation\" class=\"ea-expand-icon eap-icon-ea-expand-plus\"><\/i> Experience<\/a><\/h3><div class=\"sp-collapse spcollapse spcollapse\" id=\"collapse131\" data-parent=\"#sp-ea-13\" role=\"region\" aria-labelledby=\"ea-header-131\"> <div class=\"ea-body\"><div id=\"collapse_0\" class=\"accordion-body\"><div class=\"accordion-inner clearfix\"><ul><li><strong>Principal Data Scientist,<\/strong> <em>October 2018 \u2013 Present<\/em><br \/>GfK SE, N\u00fcrnberg, Germany<\/li><li><strong>Senior Data Scientist,<\/strong> <em>February 2017 \u2013 September 2018<\/em><br \/>GfK SE, N\u00fcrnberg, Germany<\/li><li><strong>Adjunct Professor,<\/strong> <em>February 2017 \u2013 Present<\/em><br \/>Chair of Statistics and Econometrics, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, N\u00fcrnberg, Germany<\/li><li><strong>Assistant Professor,<\/strong> <em>July 2007 \u2013 January 2017<\/em><br \/>Chair of Statistics and Econometrics, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, N\u00fcrnberg, Germany<\/li><li><strong>Researcher and Consultant,<\/strong> <em>October 2007 \u2013 August 2009<\/em><br \/>imbus AG, M\u00f6hrendorf, Germany<br \/>Project \u201eTestBalance\u201c; additional partners: SAP Research, Darmstadt, T-Mobile, M\u00fcnster, Fraunhofer Institut Experimentelles Software Engineering, Kaiserslautern, and Fraunhofer Institut Techno- und Wirtschaftsmathematik, Kaiserslautern<\/li><li><strong>Researcher,<\/strong> <em>July 2007 \u2013 June 2009<\/em><br \/>Project \u201eClassifying software faults to improve fault detection effectiveness\u201c; partners: Jet Propulsion Laboratory\/NASA, Pasadena, USA, and Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA<\/li><li><strong>Assistant Research Professor,<\/strong> <em>September 2006 \u2013 June 2007<\/em><br \/>Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA<\/li><li><strong>Postdoctoral Research Associate,<\/strong> <em>July 2004 \u2013 August 2006<\/em><br \/>Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA<\/li><li><strong>Researcher,<\/strong> <em>Jan. 2001 \u2013 Feb. 2003<\/em><br \/>Project PETS (Prediction of software Error rates based on Test and Software maturity results), funded by the European Union; industrial partners: imbus AG, M\u00f6hrendorf, AS Aprote, Tartu, Estonia, Procedimientos-Uno, M\u00e1laga, Spain, and Acron Communications, Prague, Czech Republic<\/li><li><strong>Researcher and Consultant,<\/strong> <em>June 2000 \u2013 December 2000<\/em><br \/>imbus AG, M\u00f6hrendorf, Germany<br \/>Development of approaches for predicting software failures during systematic testing<\/li><li><strong>Researcher and Lecturer,<\/strong> <em>June 2000 \u2013 June 2004<\/em><br \/>Chair of Statistics and Econometrics, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, N\u00fcrnberg, Germany<\/li><li><strong>Intern,<\/strong> <em>Sept. 1999 \u2013 Oct. 1999<\/em><br \/>imbus GmbH, M\u00f6hrendorf, Germany<br \/>Evaluation of models and tools for software reliability prediction<\/li><li><strong>Intern,<\/strong> <em>May 1999 \u2013 Aug. 1999<\/em><br \/>Department of Information Systems, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, N\u00fcrnberg, Germany<br \/>and COI GmbH, Herzogenaurach, Germany<br \/>Design and implementation of a Java applet for modeling and simulating business processes<\/li><li><strong>Intern,<\/strong> <em>Feb 1998 \u2013 Aug. 1998<\/em><br \/>mediaWays GmbH, G\u00fctersloh, Germany<br \/>Design and implementation of an online monitoring system for network traffic data<\/li><\/ul><\/div><\/div><\/div><\/div><\/div><div class=\"ea-card sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" id=\"ea-header-132\" role=\"button\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse132\" aria-controls=\"collapse132\" href=\"#\" aria-expanded=\"false\" tabindex=\"0\"><i aria-hidden=\"true\" role=\"presentation\" class=\"ea-expand-icon eap-icon-ea-expand-plus\"><\/i> Honors and Awards<\/a><\/h3><div class=\"sp-collapse spcollapse spcollapse\" id=\"collapse132\" data-parent=\"#sp-ea-13\" role=\"region\" aria-labelledby=\"ea-header-132\"> <div class=\"ea-body\"><div id=\"collapse_1\" class=\"accordion-body\"><div class=\"accordion-inner clearfix\"><ul><li>Test-of-Time Award, 50th IEEE\/IFIP International Conference on Dependable Systems and Networks for the following 2010 paper: M. Grottke, A. P. Nikora, and K. S. Trivedi. An empirical investigation of fault types in space mission system software. In <i>Proc. 40th Annual IEEE\/IFIP International Conference on Dependable Systems and Networks<\/i>, pages 447-456, 2010, <em>July 2020<\/em>.<\/li><li>Fellowship awarded by the Dr. Theo und Friedl Sch\u00f6ller Research Center for Business and Society, N\u00fcrnberg, <em>May 2011<\/em><\/li><li>Preparing Future Faculty (PFF) Fellow, Duke University, Durham, NC, USA, <em>August 2006 \u2013 May 2007<\/em><\/li><li>Fellowship within the Postdoc-Program of the German Academic Exchange Service (DAAD) for appointment as a Research Associate at Duke University, Durham, NC, USA, <em>July 2004 \u2013 June 2006<\/em><\/li><li>Promotional Award for Science of the State Bank of Bavaria (Bayerische Landesbank), Munich, awarded for the dissertation, <em>Feb. 2004<\/em><\/li><li>Ph.D. award of the Hermann Gutmann Foundation, Wei\u00dfenburg, <em>July 2003<\/em><\/li><li>Student Paper Travel Grant of the 12th International IEEE Symposium on Software Reliability Engineering, <em>Nov. 2001<\/em><\/li><li>Award of the WiSo-Fakult\u00e4tsbund N\u00fcrnberg e.V., awarded for the diploma in Business Administration, <em>July 2000<\/em><\/li><li>Scholarship of the German Academic Exchange Service (DAAD) for graduate studies at Wayne State University, Detroit, MI, USA, <em>Sept. 1998 \u2013 May 1999<\/em><\/li><\/ul><\/div><\/div><\/div><\/div><\/div><div class=\"ea-card sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" id=\"ea-header-133\" role=\"button\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse133\" aria-controls=\"collapse133\" href=\"#\" aria-expanded=\"false\" tabindex=\"0\"><i aria-hidden=\"true\" role=\"presentation\" class=\"ea-expand-icon eap-icon-ea-expand-plus\"><\/i> Research Interests<\/a><\/h3><div class=\"sp-collapse spcollapse spcollapse\" id=\"collapse133\" data-parent=\"#sp-ea-13\" role=\"region\" aria-labelledby=\"ea-header-133\"> <div class=\"ea-body\"><div id=\"collapse_2\" class=\"accordion-body\"><div class=\"accordion-inner clearfix\"><ul><li>Dependability (reliability, availability, etc.) and performance of software-based systems<\/li><li>Software process maturity\/capability<\/li><li>Software aging and software rejuvenation<\/li><li>Software economics<\/li><li>Innovation and corporate foresight<\/li><li>Social online networks<\/li><li>Crowdsourcing<\/li><li>Analytic customer relationship management<\/li><li>Econometric analysis<\/li><li>Multivariate statistical analysis (e.g., regression analysis, cluster analysis, LISREL)<\/li><li>Stochastic modeling (e.g., self-exciting point processes, semi-Markov processes)<\/li><li>Urn models and combinatorial problems (e.g., occupancy problems, coupon collector\u2019s problems)<\/li><li>Online monitoring systems<\/li><\/ul><\/div><\/div><\/div><\/div><\/div><div class=\"ea-card sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" id=\"ea-header-134\" role=\"button\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse134\" aria-controls=\"collapse134\" href=\"#\" aria-expanded=\"false\" tabindex=\"0\"><i aria-hidden=\"true\" role=\"presentation\" class=\"ea-expand-icon eap-icon-ea-expand-plus\"><\/i> Professional Memberships<\/a><\/h3><div class=\"sp-collapse spcollapse spcollapse\" id=\"collapse134\" data-parent=\"#sp-ea-13\" role=\"region\" aria-labelledby=\"ea-header-134\"> <div class=\"ea-body\"><div id=\"collapse_3\" class=\"accordion-body\"><div class=\"accordion-inner clearfix\"><ul><li>Institute of Electrical and Electronics Engineers, Inc. (<a href=\"http:\/\/www.ieee.org\">IEEE<\/a>)<\/li><li>Deutsche Statistische Gesellschaft (<a href=\"http:\/\/www.dstatg.de\">DStatG<\/a>)<\/li><li>ESOMAR<\/li><\/ul><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":108,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"open","template":"","meta":{"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"default","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"class_list":["post-4","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Curriculum Vitae - Prof. Dr. Michael Grottke<\/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:\/\/grottke.de\/en\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Curriculum Vitae - 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