Prof. Dr. Heike Trautmann
Current affiliations
- European Research Center for Information Systems (ERCIS)
Curriculum Vitae (CV)
- Multiobjective Optimization
- Evolutionary Optimization
- Automated Algorithm Selection and Configuration
- Data Stream Mining
- Data Science
- Artificial Intelligence
Academic Education | |
| 07/2004 - 01/2013 | Habilitation in Statistics: ”Statistical and Experimental Methods in Single- and Multi-Objective (Evolutionary) Optimization”, TU Dortmund, Germany |
| 10/2002 - 06/2004 | PhD in Statistics "Qualitätskontrolle in der Industrie anhand von Kontrollkarten für Wünschbarkeitsindizes - Anwendungsfeld Lagerverwaltung“, Graduate School of Production Engineering and Logistics, University of Dortmund, Germany |
| 10/1997 - 02/2000 | University studies in Statistics, University of Dortmund, Germany |
| 10/1996 - 07/1998 | University studies in Economic Mathematics, University of Dortmund, Germany |
Work Experience | |
| since 10/2016 | Vice Dean for Internationalization, School of Business & Economics |
| since 04/2013 | Professor for Information Systems and Statistics, WWU Münster, Germany |
| 03/2021 - 02/2026 | Professor of Data Science: Statistics and Optimization, University of Twente, NL |
| 02/2017 - 01/2018 | Pascal Professor, LIACS, University of Leiden, The Netherlands |
| 10/2007 - 03/2013 | Post-doctoral researcher at the Department of Computational Statistics, TU Dortmund, Germany |
| 10/2006 - 09/2007 | DFG (German research foundation) research grant: "Der Einfluss von Modellunsicherheiten bei Wünschbarkeitsindizes und Pareto-Optimierung“, TU Dortmund, Germany |
| 07/2004 - 09/2006 | Graduate School of Statistical Modeling, University of Dortmund, Germany, PostDoc research grant |
| 10/2002 - 06/2004 | Graduate School of Production Engineering and Logistics, University of Dortmund, Germany, PhD scholarship |
| 03/2001 - 09/2002 | Roland Berger Strategy Consultants, Munich, Germany, Business Analytics Consultant |
| 04/2000 - 02/2001 | Marketing Systems GmbH, Essen, Germany, Consultant |
Functions and Memberships | |
| since 09/2018 | Confederation of Laboratories for Artificial Intelligence Research in Europe (CLAIRE), Key supporter |
| since 2017 | ACM full member, ACM Sigevo |
| since 09/2017 | Scientific Advisory Committee, Westphalia Data Lab (WDL), Münster |
| since 2013 | Foundations of Genetic Algorithms (FOGA), program committee member |
| since 2012 | ACM-SIGEVO, Special Interest Group for Genetic and Evolutionary Computation, Association for Computing Machinery |
| since 2012 | EVOLVE - A bridge between Probability, Set Oriented Numerics and Evolutionary Computation, program committee member |
| since 2011 | Genetic and Evolutionary Computation Conference (GECCO) , program committee member |
| since 2008 | International Conference on Parallel Problem Solving From Nature (PPSN) , program committee member |
| since 2007 | IEEE Congress on Evolutionary Computation (CEC), program committee member |
| 10/2011 - 03/2013 | Global Young Faculty, Mercator Research Center Ruhr |
Publications
Schäpermeier, Lennart; Kerschke, Pascal; Grimme, Christian; Trautmann, Heike (2023) In: Li, Ke; Wang, Hao (eds.), Proceedings of the International Conference Series on Evolutionary Multi-Criterion Optimization. Cham: Springer. Type of Publication: Research article in edited proceedings (conference) | |
Prager RP; Trautmann H (2023) In: Correia J; Smith S; Qaddoura R (eds.), Applications of Evolutionary Computation. Cham: Springer Nature. Type of Publication: Research article in edited proceedings (conference) | |
Prager, Raphael Patrick; Trautmann, Heike (2023) In: Evolutionary Computation Type of Publication: Research article (journal) | |
Seiler, Moritz Vinzent; Prager, Raphael Patrick; Kerschke, Pascal; Trautmann, Heike (2022) In: - (eds.), Proceedings of the Genetic and Evolutionary Computation Conference. New York, NY, USA: ACM Press. Type of Publication: Research article in edited proceedings (conference) | |
Pohl, Janina Susanne; Assenmacher, Dennis; Seiler, Moritz Vincent; Trautmann, Heike; Grimme, Christian (2022) In: Association for the Advancement of Artificial Intelligence (AAAI) (eds.), Workshop Proceedings of the 16th International Conference on Web and Social Media (ICWSM). Palo Alto, CA, USA: AAAI Press. Type of Publication: Research article in edited proceedings (conference) |
Projects
Duration: 01/10/2021 - 30/09/2024 Funded by: Federal Ministry of Education and Research Type of project: Participation in BMBF-joint project | |
Duration: 01/10/2021 - 30/09/2022 Funded by: DAAD - International Virtual Academic Collaboration Type of project: Participation in other joint projects | |
Detection & Analysis of Social Bots in 2021 (SocialBots2021) Duration: 01/07/2021 - 30/11/2021 Funded by: Federal Office for Information Security Type of project: Individual project | |
Duration: 01/10/2020 - 31/12/2021 Funded by: Uni Münster-internal funding - Topical Programs Type of project: Internally at the University of Münster funded project | |
Duration: since 01/12/2019 Type of project: Own resources project |
Talks
| Inside the tool set of automation: Free social bot code revisited Assenmacher, Dennis; Adam, Lena; Frischlich, Lena; Trautmann, Heike; Grimme, Christian (01/03/2019) MISDOOM - Multidisciplinary International Symposium on Disinformation in Online Media, Hamburg, Deutschland Type of talk: scientific talk | |
| Automated detection of nostalgic text in the context of societal pessimism Adam, Lena; Frischlich, Lena; Trautmann, Heike; Grimme, Christian (28/02/2019) MISDOOM - Multidisciplinary International Symposium on Disinformation in Online Media, Hamburg, Deutschland Type of talk: scientific talk |
Prizes
| CBI Best Paper Award 2019 Awarded by: 21st IEEE Conference on Business Informatics (CBI '19) Award given to: Carnein, Matthias; Homann, Leschek; Trautmann, Heike; Vossen, Gottfried Announced at: 15/07/2019 | Date of awarding: 15/07/2019 Type of distinction: Best publication award | |
| Pascal Professor 2017 Awarded by: LIACS, Leiden University, The Netherlands Award given to: Trautmann, Heike Announced at: 01/01/2017 | Date of awarding: 01/01/2017 Type of distinction: Research award or other distinction | |
| PPSN XIV Best Paper Award (2016) Awarded by: Edinburgh Napier University and Organizing Committee of PPSN XIV Award given to: Kerschke, Pascal; Wang, Hao; Preuss, Mike; Grimme, Christian; Deutz, André; Emmerich, Michael; Trautmann, Heike Announced at: 21/09/2016 | Date of awarding: 15/09/2016 Type of distinction: Best publication award | |
| Best Paper Award, Evolutionary Multiobjective Optimization (EMO) Track Awarded by: Association for Computing Machinery, Genetics and Evolutionary Computation Conference (GECCO) 2012 Award given to: Brockhoff, Dimo; Wagner, Tobias; Trautmann, Heike Date of awarding: 15/07/2012 Type of distinction: Best publication award |
Doctorates
| Data Analytics for Harmful Online Communication in Social Media Candidate: Assenmacher, Dennis | Supervisors: Trautmann, Heike; Angus, Daniel | Reviewers: Trautmann, Heike; Angus, Daniel Period of time: 27/10/2017 - 12/01/2022 Doctoral examination procedure finished at: Doctoral examination procedure at University of Münster | |
| Machine Learning on Data Streams - Improving the Applicability and Performance of Stream Clustering Algorithms Candidate: Carnein, Matthias | Supervisors: Trautmann, Heike; Bifet Albert Period of time: until 21/01/2020 Doctoral examination procedure finished at: Doctoral examination procedure at University of Münster | |
| Investigating Problem Hardness in (Multi-Objective) Combinatorial Optimization: Algorithm Selection, Instance Generation and Tailored Algorithm Design Candidate: Bossek, Jakob | Supervisors: Trautmann, Heike; Neumann, Frank | Reviewers: Trautmann, Heike; Neumann, Frank Period of time: 01/02/2015 - 15/11/2018 Doctoral examination procedure finished at: Doctoral examination procedure at University of Münster | |
| Automated and Feature-Based Problem Characterization and Algorithm Selection Through Machine Learning Candidate: Kerschke, Pascal | Supervisors: Trautmann, Heike; Bäck, Thomas Period of time: until 13/11/2017 Doctoral examination procedure finished at: Doctoral examination procedure at University of Münster |