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:
Bioinformatics
Machine learning
Data mining
Unsupervised learning
Clustering

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
Vaidotas Characiejus
Assistant Professor

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

Research Topics:
Signal processing
Computer vision
Machine learning
Distributed computing
Optimization
Numerical linear algebra

Research Topics:
Bioinformatics
Immunoinformatics
Antibodies
Computational biology
Text mining
Data mining
Structural biology
Jesper Grud Skat Madsen
Assistant Professor

Research Topics:
Bioinformatics
Computational biology
Metabolic diseases
Transcriptional regulation
Single-cell genomics
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:
Data mining
Ensemble learning
Unsupervised learning
Outlier detection
Evaluation

Research Topics:
Machine learning
Online learning
Reinforcement learning
Stochastic algorithms
Stochastic optimization
Time series
Nicklas Sindlev Andersen
PhD Student

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

Research Topics:
Bioinformatics
Active clustering
Deep learning

Research Topics:
Bioinformatics
Computational biology
Single-cell genomics
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

Research Topics:
Machine learning
Privacy
Synthetic data
Generative models

Research Topics:
Single-cell genomics
Machine learning
Bioinformatics

Research Topics:
Visualization
Digital humanities
Digitization

Research Topics:
Machine learning
Synthetic data
Generative models
Clinical data
Data analysis
Andrea Lekkas
PhD Student

Research Topics:
Machine learning
Data mining
Natural language processing

Research Topics:
Federated ml
Clinical data
Rare disease patients
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:
Bioinformatics
Machine learning
Single-cell genomics
Tobias Greisager Rehfeldt
PhD Student

Research Topics:
Bioinformatics
Dominika Hozakowska-Roszkowska
PhD Student

Research Topics:
Data analytics
Genome analysis
Statistical learning

Research Topics:
Reinforcement learning
Bayesian inference
Algorithms

Research Topics:
Visual interface design

Research Topics:
Federated ml
Clinical data
Rare disease patients

Research Topics:
Ai/machine learning
Gene regulation
Synthetic enhancers
Pernille Matthews
Research Assistant

Research Topics:
Machine learning
Explainable ai
Clustering
Ml for healthcare

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
Armelle Guillou
University of Strasbourg, France
visiting from Oct 25, 2021 to Oct 29, 2021
Kristján Jónasson
University of Iceland, Iceland
visiting from Aug 8, 2022 to Dec 12, 2022

Former Members

Sangramsing Nathusing Kayte
Jan 1, 2019 to Dec 31, 2019
Vella Somoza Sanchez
Sep 1, 2018 to Dec 31, 2019
Jonas Herskind Sejr
Jan 1, 2018 to Dec 31, 2020
Naeem Ayoub
Jun 1, 2019 to Feb 28, 2022
Tobias Frisch
Jan 1, 2021 to Jun 30, 2022
Anne Sophia Hartebrodt
Feb 15, 2019 to Jun 30, 2022
Rui Zhang
Mar 1, 2018 to Jun 30, 2022
Nguyen Khanh Le Ho
Sep 1, 2018 to Aug 31, 2022
Ugurcan Ozalp
Jun 1, 2022 to Oct 31, 2022

Open Positions

No open positions are available at the moment.