Kurt Driessens

About Kurt Driessens

Kurt Driessens, With an exceptional h-index of 24 and a recent h-index of 14 (since 2020), a distinguished researcher at Universiteit Maastricht, specializes in the field of Machine Learning, Reinforcement Learning, Relational Learning, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Detection of anomalies amongst LIGO’s glitch populations with autoencoders

Application of transfer learning to predict drug-induced human in vivo gene expression changes using rat in vitro and in vivo data

A quantum algorithm for track reconstruction in the LHCb vertex detector

Concept for the Real-Time Monitoring of Molecular Configurations during Manipulation with a Scanning Probe Microscope

Searching for ring-like structures in the cosmic microwave background

Gradient-based neuroevolution of augmenting topologies for compact, low compute deep ANN search

Ludii-English Translation of Formal Rule Sets

Encoder-Decoder Approaches for Detection and Diagnosis of Anomalies in Machine Control Applications

Kurt Driessens Information

University

Position

Associate Professor

Citations(all)

2763

Citations(since 2020)

853

Cited By

2275

hIndex(all)

24

hIndex(since 2020)

14

i10Index(all)

33

i10Index(since 2020)

19

Email

University Profile Page

Google Scholar

Kurt Driessens Skills & Research Interests

Machine Learning

Reinforcement Learning

Relational Learning

Artificial Intelligence

Top articles of Kurt Driessens

Detection of anomalies amongst LIGO’s glitch populations with autoencoders

Classical and Quantum Gravity

2024/2/1

Marco Cavaglia
Marco Cavaglia

H-Index: 71

Kurt Driessens
Kurt Driessens

H-Index: 15

Application of transfer learning to predict drug-induced human in vivo gene expression changes using rat in vitro and in vivo data

Plos one

2023/11/30

A quantum algorithm for track reconstruction in the LHCb vertex detector

Journal of Instrumentation

2023/11/29

Kurt Driessens
Kurt Driessens

H-Index: 15

Concept for the Real-Time Monitoring of Molecular Configurations during Manipulation with a Scanning Probe Microscope

The Journal of Physical Chemistry C

2023/7/10

Searching for ring-like structures in the cosmic microwave background

Monthly Notices of the Royal Astronomical Society

2023/2

Kurt Driessens
Kurt Driessens

H-Index: 15

Gradient-based neuroevolution of augmenting topologies for compact, low compute deep ANN search

Radiotherapy and Oncology

2021/8/1

Ludii-English Translation of Formal Rule Sets

2021/1/20

Encoder-Decoder Approaches for Detection and Diagnosis of Anomalies in Machine Control Applications

2021

Kurt Driessens
Kurt Driessens

H-Index: 15

Combining Mental Models with Neural Networks

2021

Nico Roos
Nico Roos

H-Index: 7

Kurt Driessens
Kurt Driessens

H-Index: 15

Modeling Spatiosemantic Lateral Connectivity of Primary Visual Cortex in CNNs

BNAIC/BeneLearn 2020

2020/11/19

Contextual encoder–decoder network for visual saliency prediction

Neural Networks

2020/9/1

Use of deep learning methods to translate drug-induced gene expression changes from rat to human primary hepatocytes

PloS one

2020/8/11

Machine Learning and Knowledge Discovery in Databases: International Workshops of ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part I

2017/12/29

See List of Professors in Kurt Driessens University(Universiteit Maastricht)

Co-Authors

academic-engine