Kurt Driessens

Kurt Driessens

Universiteit Maastricht

H-index: 24

Europe-Netherlands

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

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

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

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

Combining Mental Models with Neural Networks

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

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

Universiteit Maastricht

Google Scholar

View Google Scholar Profile

Kurt Driessens Skills & Research Interests

Machine Learning

Reinforcement Learning

Relational Learning

Artificial Intelligence

Top articles of Kurt Driessens

Title

Journal

Author(s)

Publication Date

Detection of anomalies amongst LIGO’s glitch populations with autoencoders

Classical and Quantum Gravity

Paloma Laguarta

Robin van der Laag

Melissa Lopez

Tom Dooney

Andrew L Miller

...

2024/2/1

A quantum algorithm for track reconstruction in the LHCb vertex detector

Journal of Instrumentation

Davide Nicotra

M Lucio Martinez

Jacco Andreas de Vries

Marcel Merk

Kurt Driessens

...

2023/11/29

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

The Journal of Physical Chemistry C

Joshua Scheidt

Alexander Diener

Michael Maiworm

Klaus-Robert Müller

Rolf Findeisen

...

2023/7/10

Searching for ring-like structures in the cosmic microwave background

Monthly Notices of the Royal Astronomical Society

Melissa Lopez

Pietro Bonizzi

Kurt Driessens

Gideon Koekoek

JA de Vries

...

2023/2

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

Plos one

Shauna D O’Donovan

Rachel Cavill

Florian Wimmenauer

Alexander Lukas

Tobias Stumm

...

2023/11/30

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

Julian Posch

Jacques Verriet

Kurt Driessens

2021

Combining Mental Models with Neural Networks

Paweł Mąka

Jelle Jansen

Theodor Antoniou

Thomas Bahne

Kevin Müller

...

2021

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

Radiotherapy and Oncology

S Thulasi Seetha

K Driessens

H Woodruff

T Rancati

E Bertocchi

...

2021/8/1

Ludii-English Translation of Formal Rule Sets

Adam Lackner

Cameron Browne

Prakash Gupta

Sven Kerstjens Coordinators

Kurt Driessens

...

2021/1/20

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

Yasemin Altun

Kamalika Das

Taneli Mielikäinen

Donato Malerba

Jerzy Stefanowski

...

2017/12/29

Modeling Spatiosemantic Lateral Connectivity of Primary Visual Cortex in CNNs

BNAIC/BeneLearn 2020

Tonio Weidler

Mario Senden

Kurt Driessens

2020/11/19

Contextual encoder–decoder network for visual saliency prediction

Neural Networks

Alexander Kroner

Mario Senden

Kurt Driessens

Rainer Goebel

2020/9/1

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

PloS one

Shauna D O’Donovan

Kurt Driessens

Daniel Lopatta

Florian Wimmenauer

Alexander Lukas

...

2020/8/11

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

Co-Authors

H-index: 113
Rainer Goebel

Rainer Goebel

Universiteit Maastricht

H-index: 73
Luc De Raedt

Luc De Raedt

Katholieke Universiteit Leuven

H-index: 59
Bernhard Pfahringer

Bernhard Pfahringer

University of Waikato

H-index: 52
Maurice Bruynooghe

Maurice Bruynooghe

Katholieke Universiteit Leuven

H-index: 47
Matthew E. Taylor

Matthew E. Taylor

University of Alberta

H-index: 43
Scott Sanner

Scott Sanner

University of Toronto

academic-engine