• Organisation & Invited Talks
  
  • Panel Chair of SIAM SDM 2019, Calgary, Canada.
  • Tutorial Chair of SIAM SDM 2017, Houston, USA.
  • Program Co-Chair of ECML PKDD 2016, Riva del Garda, Italy.
  • Publicity Co-Chair of ACM IUI 2015, Atlanta, USA.
  • Sponsorship Co-Chair of ECML PKDD 2014, Nancy, France.
  • Workshop Co-Chair of IEEE ICDM 2012, Brussels, Belgium.
  
  • Organiser of the CECAM Workshop AI for Materials Science: Mining and Learning Interpretable, Explainable, and Generalizable Models from Data, June 2021, online.
  • Organiser of the BiGmax Summer School on Big-Data Driven Materials Discovery, Platja d'Aro, Spain.
  • Organiser of the Max Planck BiGmax Summer School on Big-Data Driven Materials Discovery, Platja d'Aro, Spain.
  • Organiser of the ACM SIGKDD 2019 Workshop on Learning and Mining for Cybersecurity (LEMINCS), Anchorage.
  • Organiser of the ACM SIGKDD 2017 Workshop on Interactive Data Exploration and Analytics (IDEA), Halifax.
  • Organiser of the ACM SIGKDD 2016 Workshop on Interactive Data Exploration and Analytics (IDEA), San Francisco.
  
  • Organiser of the ACM SIGKDD 2015 Workshop on Interactive Data Exploration and Analytics (IDEA), Sydney, AU.
  • Organiser of the ACM SIGKDD 2014 Workshop on Interactive Data Exploration and Analytics (IDEA), NYC, USA.
  • Organiser of the International Workshop Data Mining: Beyond the Horizon, November 2014, Bristol, UK.
  • Organiser of the ACM SIGKDD 2013 Workshop on Interactive Data Exploration and Analytics (IDEA), Chicago, USA.
  • Organiser of the ACM SIGKDD 2013 Workshop on Outlier Detection and Description (ODD), Chicago, USA.
  • Organiser of the ECML PKDD 2012 Workshop on Instant Interactive Data Mining (IID), Bristol, UK.
  • Organiser of the ACM SIGKDD 2010 Workshop on Useful Patterns (UP), Washington DC, USA.
  
  • Lecturer of the ACM SIGKDD 2019 Tutorial on Modern MDL meets Data Mining, Anchorage, Alaska.
  • Lecturer of the IEEE ICDM 2018 Tutorial on Summarizing Graphs at Multiple Scales, Singapore.
  • Lecturer of the SIAM SDM 2015 Tutorial on Information Theoretic Methods in Data Mining, Vancouver, Canada.
  • Lecturer of the ECML PKDD 2014 Tutorial on Information Theoretic Methods in Data Mining, Nancy, France.
  • Lecturer of the IEEE ICDM 2011 Tutorial on Mining Sets of Patterns, Vancouver, Canada.
  • Lecturer of the ECML PKDD 2010 Tutorial on Mining Sets of Patterns, Barcelona, Spain.
  • Keynote at the 4th SciCAR conference Science Meets Computer Assisted-Reporting, Nov 2-3 2020, Dortmund.
  
  • Keynote at the DSN Workshop on Data-Centric Dependability and Security, Jun 29 2020, Valencia.
  • Keynote Lecturer at the EuADS Summer School on Explainable Data Science, Sep 10-13 2019, Luxemburg.
  • Keynote speaker at the NOMAD Summer School on Materials Discovery, Sep 24-27 2018, Laussane, Switzerland.
  • Keynote speaker at the 3rd Workshop on Formal Reasoning about Causation, Responsibility, and Explanation in Science and Technology at ETAPS 2018, April 20 2018, Thessaloniki, Greece.
  • Keynote speaker at the Symposium on Managing and Exploiting the Raw Material of the 21st Century at the Spring Meeting of the German Physical Society, Mar 11-16 2018, Berlin, Germany.
  • Keynote speaker at the CECAM Big-Data Driven Materials Science workshop, Sep 11-13 2017, Laussane, Switzerland.
  
  • Keynote speaker at the International Conference on Formal Concept Analysis, June 14-16 2017, Rennes, France.
  • Keynote speaker at the IRISA PEPS Prefute Symposium, October 26 2016, Rennes, France.
  • Keynote speaker at the ECML PKDD 2016 PhD Forum, September 19 2016, Riva del Garda, Italy.
  • Keynote speaker at the LORIA Mathematics for Decision and Discovery symposium, May 11 2016, Nancy, France.
  • Keynote speaker at the SFB 876 Graduate School Lecture Series, April 14 2016, Dortmund, Germany.
  • Keynote lecturer at the Estonian Summer School on Computer and System Science (ESSCaSS'15).
    
    
    
    
  • Keynote speaker at the SFB 1102 Scientific Retreat, Dagstuhl, Germany, June 28 2015.
    
  
  • Keynote speaker at the opening of GradUS, the Saarland University Graduate Centre, June 15 2015, Saarbrücken.
    
  • Keynote speaker at the SFB 1102 Workshop on Data Mining for Linguistic Analysis, March 13 2015, Saarbrücken.
  • Keynote speaker at the IEEE ICDM 2013 PhD Forum, Dallas, Texas.
  • Keynote speaker at the IEEE ICDM 2011 Workshop on Data Mining for Computational Collective Intelligence.
  • Keynote speaker at the ECML PKDD 2008 Workshop From Local Patterns to Global Models, Antwerp, Belgium.
• Awards & Grants
  • IEEE ICDM'18 Tao Li Award for Excellence in Research
  • IEEE ICDM'18 Best Paper Award for 'Discovering Reliable Dependencies from Data'
  • UdS-CS Busy Beaver Teaching Award for 'Topics in Algorithmic Data Analysis (TADA)' SS'15.
  • ACM SIGKDD'11 Best Student Paper Award for 'Tell Me What I Need to Know'
  • ACM SIGKDD'10 Doctoral Dissertation Runner-Up Award for 'Making Pattern Mining Useful'
  • ECML PKDD'09 Best Student Paper Award for 'Identifying the Components'
  
  • PI of Crushing Antimicrobial Resistance using Explainable AI (HAICU project), PI.
  • PI of Trusted Federated Data Analytics (Pilot Project, Helmholtz Association).
  • Deputy-PI for 'Discovering Interpretable Patterns, Correlations, and Causation' within the BigMax project.
  • Independent Research Group 'Exploratory Data Analysis' at the Cluster of Excellence MMCI at U.Saarland ('13–'18)
  • Research Project 'Instant, Interactive & Adaptive Data Mining' of the Research Foundation – Flanders (FWO) ('12–'15)
  • Post-Doctoral Fellowship of the Research Foundation – Flanders (FWO) ('10–'13)
• Editorial Board Memberships
  • Data Mining and Knowledge Discovery (DAMI) since '15
  • Knowledge and Information Systems (KAIS) since '20
  • Guest Editorial Board for the ECML PKDD Journal Track '13–'21
  • Guest Editor of the Special Issue on `Interactive Data Exploration and Analytics' of
    Transactions on Knowledge Discovery and Data Mining (TKDD)
• Journal Reviewing
  • Transactions on Knowledge Discovery and Data Mining (TKDD)
  • Transactions on Knowledge and Data Engineering (TKDE)
  • Journal of Maching Learning Research (JMLR)
  • Statistical Analysis and Data Mining (SAM)
  • Maching Learning journal (MLj)
  • Information Systems (IS)
  • Knowledge and Information Systems (KAIS)
  • Social Network Analysis and Mining (SNAM)
  • Transactions on Intelligent Systems and Technology (TIST)
• Program Committees
  • ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) '10–'20, area chair '19–'20
  • European Conference on Machine Learning and Principles and Practice of Knowledge Discovery
    in Databases (ECML PKDD) '08–'21, program chair '16, area chair '14,'18–'21
  • IEEE International Conference on Data Mining (ICDM) '12–'21, area chair '21
  • SIAM Conference on Data Mining (SDM) '10–'21, area chair '19–'21
  • Neural Information Processing Systems (NeurIPS) '17–'21
  • AAAI International Conference on Artificial Intelligence (AAAI), '20–'21, area chair '20
  • Uncertainty in Artificial Intelligence (UAI), '21
  • International Conference on Machine Learning (ICML) '18, '21
  • IEEE International Conference on Data Science and Advanced Analytics (DSAA), area chair '19
  • International World Wide Web Conference (WWW) '16
  German Conference on Artificial Intelligence (KI) '17
  Intelligent Data Analysis (IDA) '15
  Intelligent User Interfaces (IUI) senior PC '15
  European Conference on Artificial Intelligence (ECAI) '14
  ACM International Conference on Knowledge and Information Management (CIKM) '12–'13
  IEEE International Conference on Data Engineering (ICDE) '13
  Belgian-Dutch Conference on Machine Learning (BENELEARN) '13
  International Conference on Advances in Social Network Analysis and Mining (ASONAM) '12
  International Conference on Pattern Recognition Applications and Methods (ICPRAM) '12
  Workshop on Epidemiology meets Data Mining and Knowledge Discovery (epiDAMIK) '18
  Workshop on Outlier Detection De-Constructed (ODD) '18
  Workshop on Big Graph Mining (BGM) '14
  Workshop on Optimization Methods for Anomaly Detection (OMAD) '14
  Workshop on Practical Theories for Exploratory Data Mining (PTDM) '12
  Workshop on Discovering, Summarizing and Using Multiple Clusterings (MultiClust) '11–'13
  Workshop From Local Patterns to Global Models (LeGo) '08–'09

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