People

Members

Arthur Zimek
Professor, Head of Group

Research Topics:
Data mining
Machine learning
Ensemble learning
Unsupervised learning
Clustering
Outlier detection
Evaluation
Explainable ai

Research Topics:
Artificial intelligence
Machine learning
Software verification
Marco Chiarandini
Associate Professor

Research Topics:
Operations research
Optimization
Mixed integer linear programming
Heuristics and metaheuristics
Constraint programming
Fernando Colchero
Associate Professor

Research Topics:
Bayesian inference
Survival analysis
Stochastic population modeling
Birgit Debrabant
Associate Professor

Research Topics:
Highdimensional statistics
Variable selection
Error control
Statistical genetics
Applied statistics
Medical statistics
Yuri Goegebeur
Associate Professor

Research Topics:
Extreme value statistics (univariate, regression and multivariate)
Order statistics
Semi- and non-parametric estimation
Asymptotic theory

Research Topics:
Information visualization
Visual analytics
Digital humanities
Geovisualization
Graph drawing

Research Topics:
Machine learning
Bayesian inference
Deep neural nets
Dynamics modeling
Reinforcement learning
Causal inference
Gaussian processes
Continual learning
Hans Christian Petersen
Associate Professor

Research Topics:
Morphometrics
Multivariate statistics
Missing values
Jing Qin
Associate Professor

Research Topics:
Combinatorics
Graph algorithms and their applications in rna
Computational biology
Extreme statistics and applications
Richard Röttger
Associate Professor

Research Topics:
Bioinformatics
Machine learning
Data mining
Unsupervised learning
Clustering
Vaidotas Characiejus
Assistant Professor

Research Topics:
Time series
Functional data
Spectral analysis
Covariance estimation
Long-range dependence
Asymptotic theory in statistics

Research Topics:
Bioinformatics
Immunoinformatics
Antibodies
Computational biology
Text mining
Data mining
Structural biology
Panagiotis Tampakis
Assistant Professor

Research Topics:
Databases
Big data management and analytics
Spatial-temporal data
Mobility data management and analytics
Join processing
Clustering

Research Topics:
Image recognition
Neural networks
Image analysis
Tobias Frisch
Postdoc

Research Topics:
Federated machine learning

Research Topics:
Data mining
Ensemble learning
Unsupervised learning
Outlier detection
Evaluation
Nicklas Sindlev Andersen
PhD Student

Research Topics:
Traffic modeling
Optimization
Numerical methods
Mathias Emil Bøgebjerg
PhD Student

Research Topics:
Bioinformatics
Active clustering
Deep learning
Jonatan Møller Gøttcke
PhD Student

Research Topics:
Density-based methods
Classification on imbalanced data
Semi-supervised classification
Johannes Thorling Hadsund
PhD Student

Research Topics:
Data mining
Bioinformatics
Immunoinformatics
Antibodies
Anne Sophia Hartebrodt
PhD Student

Research Topics:
Bioinformatics
Federated machine learning
Privacy aware datamining

Research Topics:
Visualization
Digital humanities
Digitization
Andrea Lekkas
PhD Student

Research Topics:
Machine learning
Data mining
Natural language processing
Juan Francisco Marin Vega
PhD Student

Research Topics:
Deep learning
Image processing
Generative models

Research Topics:
Autonomous flying
Path planning
Uav communication
Deep learning
Ai

Research Topics:
Drone swarms
Cloud computing
Machine learning

Research Topics:
Tobias Greisager Rehfeldt
PhD Student

Research Topics:
Bioinformatics
Dominika Hozakowska-Roszkowska
PhD Student

Research Topics:
Data analytics
Genome analysis
Statistical learning

Research Topics:
Outlier detection

Research Topics:
Social media mining

Visitors

Georgios Kaiafas
University of Luxembourg
visiting from May 13, 2019 to Jun 21, 2019
Ricardo J. G. B. Campello
University of Newcastle, Australia
visiting from Jun 11, 2019 to Jun 21, 2019
Michael E. Houle
National Institute of Informatics, Tokyo, Japan
visiting from Jul 15, 2019 to Jul 19, 2019
Marwan Hassani
Eindhoven University of Technology (TU/e)
visiting from Sep 18, 2019 to Sep 20, 2019
Pinar Karagöz
Department of Computer Engineering, Middle East Technical University, Ankara Turkey
visiting from Sep 2, 2019 to Sep 6, 2019

Former Members

Sangramsing Nathusing Kayte
member from Jan 1, 2019 to Dec 31, 2019
Vella Somoza Sanchez
member from Sep 1, 2018 to Dec 31, 2019

Open Positions

No open positions are available at the moment.