People

Members

Arthur Zimek
Professor, Head of Group

Research Topics:
Data mining
Machine learning
Ensemble learning
Unsupervised learning
Clustering
Outlier detection
Evaluation
Explainable ai
Ricardo Jose Gabrielli Barreto Campello
Professor

Research Topics:
Data mining
Machine learning
Unsupervised learning
Semi-supervised learning
Self-supervised learning
Model evaluation and selection
Gene-expression data analysis
Big data

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
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
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:
Natural language processing
Machine learning
Digital humanities
Data visualization
Human-computer interaction

Research Topics:
Traffic modeling
Optimization
Numerical methods
Spatio-temporal data
Web development
Visualization
Human mobility

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

Research Topics:
Pac-bayes analysis
Bayesian learning
Reinforcement learning

Research Topics:
Machine learning
Reinforcement learning
Continual learning
Mathias Emil Bøgebjerg
PhD Student

Research Topics:
Bioinformatics
Active clustering
Deep learning

Research Topics:
Bioinformatics
Computational biology
Single-cell genomics
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

Research Topics:
Bioinformatics
Islet of langerhans
Epigenetics
Scatac-seq

Research Topics:
Federated ml
Clinical data
Rare disease patients

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

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

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
New Jersey Institute of Technology
visiting from Jul 15, 2019 to Jul 19, 2019
visiting from May 19, 2023 to May 25, 2023
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
Philipp Röchner
Johannes Gutenberg University Mainz, Germany
visiting from Mar 20, 2023 to Jun 9, 2023
Milos Radovanovic
University of Novi Sad, Serbia
visiting from May 19, 2023 to May 25, 2023

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
Andrea Lekkas
Aug 1, 2019 to May 31, 2021
Golizheh Mehrooz
Jan 1, 2019 to Dec 31, 2021
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
Juan Francisco Marin Vega
Sep 1, 2019 to Nov 30, 2022
Pernille Matthews
Aug 1, 2022 to Feb 28, 2023
Jonatan Møller Gøttcke
Sep 1, 2019 to Feb 28, 2023
Fernando Colchero
Sep 1, 2018 to Jul 31, 2023
Aritra Dutta
Oct 1, 2021 to Jul 31, 2023
Konrad Krawczyk
Aug 1, 2020 to Jul 31, 2023

Open Positions