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Campus E1 7
66123 Saarbrücken (Germany)

Awards

Short Bio

Jilles Vreeken is tenured faculty at the Helmholtz Center on Information Security, where he leads the Exploratory Data Analysis group. In addition, he is both a Senior Researcher at the Max Planck Institute for Informatics, as well as Honorary Professor at Saarland University.

His research interests include data mining, machine learning, and causal inference. He is particularly interested in developing well-founded theory and efficient methods for extracting informative causal models and patterns from large data, and putting these to good use. He has authored 3 book chapters and over 90 conference and journal papers. He received three best paper awards, the ACM SIGKDD 2010 Doctoral Dissertation Runner-Up Award, and the IEEE ICDM 2018 Tao Li Award.

He was a member of the steering committee of ECML PKDD between 2016 and 2019, panel chair for SIAM SDM 2019, tutorial chair for SIAM SDM 2017, program co-chair for ECML PKDD 2016, publicity co-chair for IUI 2015, sponsorship co-chair for ECML PKDD 2014, and workshop co-chair of IEEE ICDM 2012. He co-organised ten workshops and co-lectured six tutorials. He is a member of the editorial board of Data Mining and Knowledge Discovery (DAMI) and of the ECML PKDD Journal Track Guest Editorial Board, in addition he regularly reviews for TKDD, KAIS, JMLR, as well as for KDD, ICDM, NeurIPS, SDM, and ECML PKDD.

He obtained his M.Sc. in Computer Science from Universiteit Utrecht, the Netherlands. He pursued his Ph.D. at the same university under supervision of Arno Siebes, and defended his thesis 'Making Pattern Mining Useful' in 2009. Between 2009 and 2013 he was a post-doctoral researcher at the University of Antwerp, supported by a Post-doctoral Fellowship of the Research Foundation Flanders (FWO). Before joining CISPA in 2018, he was the leader (W2) of the Independent Research Group on Exploratory Data Analysis at the DFG Cluster of Excellence on Multimodal Computing and Interaction (MMCI) at Saarland University.

CV: Last four stations

2018 - now
Faculty (Tenured, W3) at CISPA Helmholtz Center for Information Security
2013 - now
Senior Researcher at the Max Planck Institute for Informatics, Germany
2013 - 2018
Independent Research Group Leader (W2) at the DFG Cluster of Excellence MMCI at Saarland University, Germany
2009 - 2013
Postdoc at Universiteit Antwerpen, Belgium
2005 - 2009
PhD at Universiteit Utrecht, the Netherlands

Publications by Jilles Vreeken

Year 2019

Conference / Medium

ECML PKDD
ECMLPKDD

Conference / Medium

KDD
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)

Conference / Medium

KDD
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'19)ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)

Conference / Medium

SDM
Proceedings of the 2019 SIAM International Conference on Data Mining (SDM)

Conference / Medium

AISTATS
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (AISTATS)

Conference / Medium

AAAI
Proceedings of the First AAAI Spring Symposium Beyond Curve Fitting: Causation, Counterfactuals, and Imagination-based AI

Conference / Medium

KDD
Proceedings of the ACM SIGKDD Workshop on Mining and Learning from Graphs (MLG)

Conference / Medium

ECML PKDD
Proceedings of the ECMLPKDD Workshop on Graph Embedding and Mining (GEM)

Conference / Medium

ICDM
Proceedings of the IEEE International Conference on Data Mining (ICDM)

Teaching by Jilles Vreeken

Winter 2019/20

Advanced Lecture: The Elements of Statistical Learning