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Decorative photo of one of the top-corners of the CISPA building
Portrait of Person: Jilles Vreeken

Jilles Vreeken (Faculty)
 
 Campus E1 7 | 66123 Saarbrücken | 3.22

Publications:

Title Date Date Meta
Efficiently Discovering Unexpected Pattern Co-Occurrences 2017  2017   Roel Bertens, Jilles Vreeken, Arno Siebes  Proceedings of the SIAM International Conference on Data Mining (SDM)
Efficiently Summarising Event Sequences with Rich Interleaving Patterns 2017  2017   Apratim Bhattacharyya, Jilles Vreeken  Proceedings of the SIAM International Conference on Data Mining (SDM)
Identifying Consistent Statements about Numerical Data with Dispersion-Corrected Subgroup Discovery 2017  2017   Mario Boley, Brian R. Goldsmit, Luca M. Ghiringhelli, Jilles Vreeken
Correlation by Compression 2017  2017   Kailash Budhathoki, Jilles Vreeken  Proceedings of the SIAM International Conference on Data Mining (SDM)
MDL for Causal Inference on Discrete Data 2017  2017   Kailash Budhathoki, Jilles Vreeken  Proceedings of the IEEE International Conference on Data Mining (ICDM)
Origo: Causal Inference by Compression 2017  2017   Kailash Budhathoki, Jilles Vreeken
Beyond Pairwise Similarity: Quantifying and Characterizing Linguistic Similarity between Groups of Languages by MDL 2017  2017   Andrea K. Fisher, Jilles Vreeken, Dietrich Klakow
Uncovering Structure-Property Relationships of Materials by Subgroup Discovery 2017  2017   Brian Goldsmith, Mario Boley, Jilles Vreeken, Matthias Scheffler, Luca M. Ghiringhelli
Summarising Event Sequences using Serial Episodes and an Ontology 2017  2017   Kathrin Grosse, Jilles Vreeken  Proceedings of the 4th Workshop on Interactions between Data Mining and Natural Language Processing (DMNLP)
Characterising the Difference and the Norm between Sequence Databases 2017  2017   Frauke Hinrichs, Jilles Vreeken  Proceedings of the 4th Workshop on Interactions between Data Mining and Natural Language Processing (DMNLP)
Efficiently Discovering Locally Exceptional yet Globally Representative Subgroups 2017  2017   Janis Kalofolias, Mario Boley, Jilles Vreeken  Proceedings of the IEEE International Conference on Data Mining (ICDM)
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics (IDEA) 2017  2017   Jefrey Lijffijt, Duen Horng Chau, Jilles Vreeken, Matthijs van Leeuwen, Dafna Shahaf, Christos Faloutsos
Discovering Reliable Approximate Functional Dependencies 2017  2017   Panagiotis Mandros, Mario Boley, Jilles Vreeken  Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
Telling Cause from Effect by MDL-based Local and Global Regression 2017  2017   Alexander Marx, Jilles Vreeken  Proceedings of the IEEE International Conference on Data Mining (ICDM)
FACETS : Adaptive Local Exploration of Large Graphs 2017  2017   Robert Pienta, Minsuk Kahng, Zhang Lin, Jilles Vreeken, Partha Talukdar, James Abello, Ganesh Parameswaran, Duen Horng Chau  Proceedings of the SIAM International Conference on Data Mining (SDM)
Is Exploratory Search Different? A Comparison of Information Search Behavior for Exploratory and Lookup Tasks 2016  2016   Kumaripaba Athukorala, Dorata Glowacka, Giulio Jacucci, Antti Oulasvirta, Jilles Vreeken
Keeping it Short and Simple: Summarising Complex Event Sequences with Multivariate Patterns 2016  2016   Roel Bertens, Jilles Vreeken, Arno Siebes  Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
Causal Inference by Compression 2016  2016   Kailash Budhathoki, Jilles Vreeken  Proceedings of the IEEE International Conference on Data Mining (ICDM)
Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2016) 2016  2016   Paolo Frasconi, Niels Landwehr, Giuseppe Manco, Jilles Vreeken
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics (IDEA) 2016  2016   Jefrey Lijffijt, Duen Horng Chau, Jilles Vreeken, Matthijs van Leeuwen, Dafna Shahaf, Christos Faloutsos
Universal Dependency Analysis 2016  2016   Hoang-Vu Nguyen, Panagiotis Mandros, Jilles Vreeken  Proceedings of the SIAM International Conference on Data Mining (SDM)
Flexibly Mining Better Subgroups 2016  2016   Hoang-Vu Nguyen, Jilles Vreeken  Proceedings of the SIAM International Conference on Data Mining (SDM)
Linear-Time Detection of Non-Linear Changes in Massively High Dimensional Time Series 2016  2016   Hoang-Vu Nguyen, Jilles Vreeken  Proceedings of the SIAM International Conference on Data Mining (SDM)
Reconstructing an Epidemic over Time 2016  2016   Polina Rozenshtein, Aristides Gionis, B. Aditya Prakash, Jilles Vreeken  Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
The Difference and the Norm — Characterising Similarities and Differences between Databases 2015  2015   Kailash Budhathoki, Jilles Vreeken  Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD)
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics (IDEA) 2015  2015   Duen Horng Chau, Jilles Vreeken, Matthijs van Leeuwen, Dafna Shahaf, Christos Faloutsos
Getting to Know the Unknown Unknowns: Destructive-Noise Resistant Boolean Matrix Factorization 2015  2015   Sanjar Karaev, Pauli Miettinen, Jilles Vreeken  Proceedings of the SIAM International Conference on Data Mining (SDM)
Summarizing and Understanding Large Graphs 2015  2015   Danai Koutra, U Kang, Jilles Vreeken, Christos Faloutsos
Non-Parametric Jensen-Shannon Divergence 2015  2015   Hoang-Vu Nguyen, Jilles Vreeken  Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD)
AdaptiveNav: Adaptive Discovery of Interesting and Surprising Nodes in Large Graphs 2015  2015   Robert Pienta, Zhang Lin, M. Kahng, Jilles Vreeken, Partha Talukdar, J. Abello, G. Parameswaran, D.H. Chau  Proceedings of the IEEE Conference on Visualization (VIS)
Hidden Hazards: Finding Missing Nodes in Large Graph Epidemics 2015  2015   Shashi Sundareisan, Jilles Vreeken, B. Aditya Prakash  Proceedings of the SIAM International Conference on Data Mining (SDM)
Causal Inference by Direction of Information 2015  2015   Jilles Vreeken  Proceedings of the SIAM International Conference on Data Mining (SDM)
The Blind Men and the Elephant: About Meeting the Problem of Multiple Truths in Data from Clustering and Pattern Mining Perspectives 2015  2015   Arthur Zimek, Jilles Vreeken
A Fresh Look on Knowledge Bases: Distilling Named Events from News 2014  2014   Erdal Kuzey, Jilles Vreeken, Gerhard Weikum  Proc. of the 23rd ACM International Conference on Information and Knowledge Management (CIKM'14)
Interaction Model to Predict Subjective-Specificity of Search Results 2014  2014   Kumaripaba Athukorala, Antti Oulasvirta, Dorata Glowacka, Jilles Vreeken, Giulio Jaccuci  Posters, Demos, Late-Breaking Results and Workshop Proceedings of the 22nd Conference on User Modelling, Adaptation, and Personalization (UMAP)
Supporting Exploratory Search Through User Modelling 2014  2014   Kumaripaba Athukorala, Antti Oulasvirta, Dorata Glowacka, Jilles Vreeken, Giulio Jaccuci  Posters, Demos, Late-Breaking Results and Workshop Proceedings of the 22nd Conference on User Modelling, Adaptation, and Personalization (UMAP)
Narrow or Broad? Estimating Subjective Specificity in Exploratory Search 2014  2014   Kumaripaba Atukorala, Antti Oulasvirta, Dorata Glowacka, Jilles Vreeken, Giulio Jaccuci  Proceedings of ACM Conference on Information and Knowledge Management (CIKM)
VoG: Summarizing and Understanding Large Graphs 2014  2014   Danai Koutra, U Kang, Jilles Vreeken, Christos Faloutsos  Proceedings of the SIAM International Conference on Data Mining (SDM)
MDL4BMF : Minimum Description Length for Boolean Matrix Factorization 2014  2014   Pauli Miettinen, Jilles Vreeken
Multivariate Maximal Correlation Analysis 2014  2014   Hoang-Vu Nguyen, Emmanuel Müller, Jilles Vreeken, Klemens Böhm  Proceedings of the International Conference on Machine Learning (ICML)
Unsupervised Interaction-Preserving Discretization of Multivariate Data 2014  2014   Hoang-Vu Nguyen, Emmanuel Müller, Jilles Vreeken, Böhm Klemens
Efficiently Spotting the Starting Points of an Epidemic in a Large Graph 2014  2014   B. Aditya Prakash, Jilles Vreeken, Christos Faloutsos
Uncovering the Plot: Detecting Surprising Coalitions of Entities in Multi-Relational Schemas 2014  2014   Hao Wu, Jilles Vreeken, Nikolaj Tatti, Naren Ramakrishnan
Mining Connection Pathways for Marked Nodes in Large Graphs 2013  2013   Leman Akoglu, Jilles Vreeken, Hanghang Tong, Duen Horn Chau, Nikolaj Tatti, Christos Faloutsos  Proceedings of the SIAM International Conference on Data Mining (SDM)
Mining Frequently Co-occurring Object Sets over Multiple Neighborhoods 2013  2013   Emin Aksehirli, Bart Goethals, Emmanuel Müller, Jilles Vreeken  Proceedings of the IEEE International Conference on Data Mining (ICDM)
Maximum Entropy Models for Iteratively Identifying Subjectively Interesting Structure in Real-Valued Data 2013  2013   Kleanthis-Nikolaos Kontonasios, Jilles Vreeken, Tijl De Bie  Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD)
Summarizing Categorical Data by Clustering Attributes 2013  2013   Michael Mampaey, Jilles Vreeken
CMI: An Information-Theoretic Contrast Measure for Enhancing Subspace Cluster and Outlier Detection 2013  2013   Hoang-Vu Nguyen, Emmanuel Müller, Jilles Vreeken, Fabian Keller, Klemens Böhm  Proceedings of the SIAM International Conference on Data Mining (SDM)
Detecting Bicliques in GF[q] 2013  2013   Jan Ramon, Pauli Miettinen, Jilles Vreeken  Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD)
Efficient Discovery of the Most Interesting Associations 2013  2013   Geoffrey Webb, Jilles Vreeken
Fast and Reliable Anomaly Detection in Categoric Data 2012  2012   Leman Akoglu, Hanghang Tong, Jilles Vreeken, Christos Faloutsos  Proceedings of ACM Conference on Information and Knowledge Mining (CIKM)
Mining and Visualizing Connection Pathways in Large Information Networks 2012  2012   Leman Akoglu, Jilles Vreeken, Hanghang Tong, Duen Horng Chau, Christos Faloutsos  Proceedings of the Workshop on Information in Networks (WIN)
Interactively and Visually Exploring Tours of Marked Nodes in Large Graphs 2012  2012   Duen Horng Chau, Leman Akoglu, Jilles Vreeken, Hanghang Tong, Christos Faloutsos  Proceedings of IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)
\textsc TourViz : Interactive Visualization of Connection Pathways in Large Graphs 2012  2012   Duen Horng Chau, Leman Akoglu, Jilles Vreeken, Hanghang Tong, Christos Faloutsos  Proceedings of ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
Summarizing Data Succinctly with the Most Informative Itemsets 2012  2012   Michael Mampaey, Jilles Vreeken, Nikolaj Tatti
Spotting Culprits in Epidemics: How many and Which ones? 2012  2012   B. Aditya Prakash, Jilles Vreeken, Christos Faloutsos  Proceedings of the IEEE International Conference on Data Mining (ICDM)
\textsc Slim : Directly Mining Descriptive Patterns 2012  2012   Koen Smets, Jilles Vreeken  Proceedings of the SIAM International Conference on Data Mining (SDM)
Comparing Apples and Oranges : Measuring Differences between Exploratory Data Mining Results 2012  2012   Nikolaj Tatti, Jilles Vreeken
Discovering Descriptive Tile Trees by Fast Mining of Optimal Geometric Subtiles 2012  2012   Nikolaj Tatti, Jilles Vreeken  Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD)
The Long and the Short of It: Summarising Event Sequences with Serial Episodes 2012  2012   Nikolaj Tatti, Jilles Vreeken  Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
Proceedings of the 12th IEEE International Conference on Data Mining Workshops (ICDMW), IEEE, 2012 2012  2012   Jilles Vreeken, Charles X. Ling, Arno Siebes, Mohammed J. Zaki, Jeffrey Xu Yu, Bart Goethals, Geoffrey I. Webb, Xindong Wu
Summarising Event Sequences with Serial Episodes 2012  2012   Jilles Vreeken, Nikolaj Tatti  Proceedings of the fifth Workshop on Information Theoretic Methods in Science and Engineering (WITMSE)
Proceedings of the ECML PKDD Workshop on Instant Interactive Data Mining (IID) 2012  2012   Jilles Vreeken, Matthijs van Leeuwen, Siegfried Nijssen, Nikolaj Tatti, Anton Dries, Bart Goethals
Where Do I Start? Algorithmic Strategies to Guide Intelligence Analysts 2012  2012   Hao Wu, Michael Mampaey, Nikolaj Tatti, Jilles Vreeken, M.Shariar Hossain, Naren Ramakrishnan  Proceedings of the ACM SIGKDD Workshop on Intelligence and Security Informatics (ISI-KDD)
MIME: A Framework for Interactive Visual Pattern Mining 2011  2011   Bart Goethals, Sandy Moens, Jilles Vreeken  Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
MIME: A Framework for Interactive Visual Pattern Mining 2011  2011   Bart Goethals, Sandy Moens, Jilles Vreeken  Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Data (ECMLPKDD)
Maximum Entropy Modelling for Assessing Results on Real-Valued Data 2011  2011   Kleanthis-Nikolaos Kontonasios, Jilles Vreeken, Tijl De  Proceedings of the IEEE International Conference on Data Mining (ICDM)
Tell Me What I Need to Know: Succinctly Summarizing Data with Itemsets 2011  2011   Michael Mampaey, Nikolaj Tatti, Jilles Vreeken  Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
Model Order Selection for Boolean Matrix Factorization 2011  2011   Pauli Miettinen, Jilles Vreeken  Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
Unraveling tobacco BY-2 protein complexes with BN PAGE/LC-MS/MS and clustering methods 2011  2011   Noor Remmerie, Thomas De Vijlder, Dirk Valkenborg, Kris Laukens, Koen Smets, Jilles Vreeken, Inge Mertens, Sebastien Carpentier, Bart Panis, Geert de Jaeger, Els Prinsen, Erwin Witters
The Odd One Out: Identifying and Characterising Anomalies 2011  2011   Koen Smets, Jilles Vreeken  Proceedings of the SIAM International Conference on Data Mining (SDM)
Comparing Apples and Oranges: Measuring Differences between Data Mining Results 2011  2011   Nikolaj Tatti, Jilles Vreeken  Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Data (ECMLPKDD)
When Pattern met Subspace Cluster, a Relationship Story 2011  2011   Jilles Vreeken, Arthur Zimek  Proceedings of the 2nd Workshop on Discovering, Summarizing and Using Multiple Clusterings (MultiClust)
Krimp: Mining Itemsets that Compress 2011  2011   Jilles Vreeken, Matthijs van Leeuwen, Arno Siebes