Research Explorer

Your browser does not support JavaScript or JavaScript is not enabled. Without JavaScript some functions of this webapplication may be disabled or cause error messages. To enable JavaScript, please consult the manual of your browser or contact your system administrator.

Researcher

Bart Wyns

Awards & Distinctions

80 Results

2014

Model-based and model-free learning strategies for wet clutch control

Abhishek DuttaYu ZhongBruno DepraetereKevin Van VaerenberghClara-Mihaela IonescuBart WynsGregory PinteAnn NoweJan SweversRobain De Keyser

A1 Journal Article in MECHATRONICS

Robust and two-level (nonlinear) predictive control of switched dynamical systems with unknown references for optimal wet-clutch engagement

Abhishek DuttaClara-Mihaela IonescuRobain De KeyserBart WynsJulian StoevGregory PinteWim Symens

A1 Journal Article in PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING

2012

An efficient closed loop control system to follow, capture and redirect daylight

Bart WynsClara-Mihaela IonescuDaniel NeamtuRobain De KeyserJeroen De MaeyerMaarten Michielssens

Fine tuning of a wet clutch engagement by means of a genetic algorithm

Yu ZhongAbhishek DuttaBart WynsClara-Mihaela IonescuGregory PinteWim SymensJulian StoevRobain De Keyser

Leader-follower string formation using cascade control for mobile robots

Stefana Miruna CristescuClara-Mihaela IonescuBart WynsRobain De KeyserIoan Nascu

Position and velocity predictions of the piston in a wet clutch system during engagement by using a neural network modeling

Yu ZhongBart WynsAbhishek DuttaClara-Mihaela IonescuGregory PinteWim SymensJulian StoevRobain De Keyser

Switched nonlinear predictive control with adaptive references for engagement of wet clutches

Abhishek DuttaClara-Mihaela IonescuBart WynsRobain De KeyserJulian StoevGregory PinteWim Symens

Switched predictive control design for optimal wet-clutch engagement

Abhishek DuttaClara-Mihaela IonescuBart WynsRobain De KeyserJulian StoevGregory PinteWim Symens

2011

A multitask learning approach to spatial filtering in BCI

Dieter DevlaminckBart WynsPatrick SantensGeorges Otte

A remote laboratory for mobile robot applications

Daniel Vasile NeamtuErnesto FabregasBart WynsRobain De KeyserSebastián DormidoClara-Mihaela Ionescu

Adding machine vision to enhance P300 BCI speller

Dominique Van RenterghemBart WynsDieter Devlaminck

An implementation of genetic-based learning classifier system on a wet clutch system

Yu ZhongBart WynsRobain De KeyserGregory PinteJulian Stoev

Design of robust PSS to improve stability of composed LFC and AVR using ABC in deregulated environment

Oveis AbediniaHeidarali ShayanfarBart WynsAli Ghasemi

Implementation of genetic based learning classifier system on wet clutch system

Yu ZhongBart WynsRobain De KeyserGregory PinteJulian Stoev

Leader-follower formation control of non-holonomic robots in a remote laboratory

Daniel Vasile NeamtuBart WynsRobain De KeyserClara-Mihaela Ionescu

Leader-follower formation control using visual tracking

Daniel Vasile NeamtuBart WynsClara-Mihaela IonescuRobain De KeyserGheorghe Lazea

Learning strategies for wet clutch control

Georges PinteJulian StoevSymens WimAbhishek DuttaYu ZhongBart WynsRobain De KeyserBruno DepraetereJan SweversMatteo Gagliolo et al.

Low cost eye tracking for human-machine interfacing

Wouter LemahieuBart Wyns

A2 Journal Article in JETVCE JOURNAL OF EYE TRACKING, VISUAL COGNITION AND EMOTION

Multisubject learning for common spatial patterns in motor-imagery BCI

Dieter DevlaminckBart WynsMoritz Grosse-WentrupGeorges OttePatrick Santens

A1 Journal Article in COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE

Multitask learning applied to spatial filtering in motor imagery BCI : a preliminary offline study

Dieter DevlaminckBart WynsGeorges OttePatrick Santens

Optimization of brain-computer interfaces

Dieter DevlaminckPatrick SantensBart Wyns

Robust fuzzy PSS design using ABC

Oveis AbediniaBart WynsAli Ghasemi

Robust predictive control of a wet-clutch using evolutionary algorithm optimized engagement profile

Abhishek DuttaRobain De KeyserYu ZhongBart WynsGeorges PinteJulian Stoev

Shared control between P300 BCI and robotic arm

Dominique Van RenterghemBart WynsDieter Devlaminck

Bart WynsClara-Mihaela IonescuDaniel Vasile NeamtuRobain De KeyserJeroen De MaeyerMaarten Michielssens

Towards robust learning predictive control of machines

Abhishek DuttaBart WynsRobain De Keyser

2010

A comparative study of two different regression methods for radiographs in Polish youngsters estimating chronological age on third molars

M Van VlierbergheE Bołtacz-RzepkowskaLieva Van LangenhoveJ ŁaszkiewiczBart WynsD DevlaminckLuc BoullartP ThevissenGuy Willems

A1 Journal Article in FORENSIC SCIENCE INTERNATIONAL

A low cost eye tracker for human-machine interfacing

Wouter LemahieuBart Wyns

Automatically designing robot controllers and sensor morphology with genetic programming

Bert BonteBart Wyns

Computability in statistical hypotheses testing, and characterizations of independence and directed influences in time series using Kolmogorov complexity

Bruno BauwensBart WynsLuc BoullartPatrick Santens

Directional predictions for 4-class BCI data

Dieter DevlaminckWillem WaegemanBruno BauwensBart WynsGeorges OtteLuc BoullartPatrick Santens

Evolving robust robot controllers for corridor following using genetic programming

Bart WynsBert BonteLuc Boullart

From circular ordinal regression to multilabel classification

Dieter DevlaminckWillem WaegemanBruno BauwensBart WynsPatrick SantensGeorges Otte

Industrial robot manipulator guarding using artificial vision

Brecht FeveryBart WynsLuc BoullartJosé Ramón Llata GarcíaCarlos Torre Ferrero

Bookchapter in Robot Vision

Map exploration using a line-based formation of mobile robots

Bart WynsJens BoeykensLuc Boullart

On the role of cost-sensitive learning in multi-class brain-computer interfaces

Dieter DevlaminckWillem WaegemanBart WynsGeorges OttePatrick Santens

A1 Journal Article in BIOMEDIZINISCHE TECHNIK

Predictive control for non-strictly proper and non-causal systems

Abhishek DuttaBart WynsClara-Mihaela IonescuRobain De Keyser

2009

Brain-computer interfaces: from theory to practice

Dieter DevlaminckBart WynsLuc BoullartPatrick SantensGeorges Otte

Efficient tree traversal to reduce code growth in tree-based genetic programming

Bart WynsLuc Boullart

A1 Journal Article in JOURNAL OF HEURISTICS

Kunstmatige intelligentie en robotica

Luc BoullartDieter DevlaminckBart Wyns

MMN: emotional dimension of distractor task in a simple duration mismatch paradigm

Georges OtteG De BrueckerWillem WaegemanPieter-Jan GeertsBart Wyns

On the use of ordinal regression and cost-sensitive classification in 3-class brain-computer interfaces

Dieter DevlaminckWillem WaegemanBart WynsGeorges OttePatrick Santes

Ordinal regression for a 3-class brain-computer interface

Dieter DevlaminckWillem WaegemanBart WynsLuc BoullartGeorges OttePatrick Santens

2008

Active security system for an industrial robot based on artificial vision and fuzzy logic principles

B. FeveryBart WynsL. BoullartJ. R. Llata GarciaC. Torre Ferrero

Classifying carpets based on laser scanner data

Willem WaegemanJohannes CottynBart WynsLuc BoullartBernard De BaetsLieva Van LangenhoveJan Detand

A1 Journal Article in ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

2007

Adaptive strategies for a semantically driven tree optimizer to control code growth

Bart WynsLuc Boullart

Genetisch programmeren en codegroei

Bart WynsL Boullart

Limiting Code Growth to Improve Robustness in Tree-based Genetic Programming

Bart WynsP DE SMEDTLuc Boullart

Measuring instantaneous directed dependencies in interacting oscillators

Bruno BauwensBart WynsDieter DevlaminckG OTTELuc BoullartPatrick Santens

Mutual Information and Algorithmic Information Transfer as Ideal Undirected and Directed Independence Tests

Bruno BauwensBart WynsDieter DevlaminckLuc BoullartG OTTEPatrick Santens

genetisch programmeren en codegroei

Bart WynsL Boullart

2006

Characterizing diversity in genetic programming.

Bart WynsP DE BRUYNELuc Boullart

A1 Journal Article in GENETIC PROGRAMMING, PROCEEDINGS

Four-year follow-up of infliximab therapy in rheumatoid arthritis patients with long-standing refractory disease: attrition and long-term evolution of disease activity

Bert Vander CruyssenStijn Van LooyBart WynsR WESTHOVENSP DUREZFilip Van den BoschHerman MielantsL DE CLERCKA PERETZM MALAISE et al.

A1 Journal Article in ARTHRITIS RESEARCH & THERAPY

Prediction of dose escalation for rheumatoid arthritis patients under infliximab treatment

Stijn Van LooyBert Vander CruyssenJeroen MeeusBart WynsR WESTHOVENSP DUREZFilip Van den BoschN VASTESAEGERA GELDHOFLuc Boullart et al.

A1 Journal Article in ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

2005

Comparing statistics with machine learning models to predict dose increase of infliximab for rheumatoid arthritis patients

Stijn Van LooyBert Vander CruyssenBart WynsJeroen MeeusFilip De KeyserLuc Boullart

Comparison of Machine Learning models for prediction of dose increase in patients with rheumatoid arthritis

Stijn Van LooyJeroen MeeusBart WynsBert Vander CruyssenLuc BoullartFilip De Keyser

DAS28 best reflects the physician's clinical judgment of response to infliximab therapy in rheumatoid arthritis patients: validation of the DAS28 score in patients under infliximab treatment

Bert Vander CruyssenStijn Van LooyBart WynsR WESTHOVENSP DUREZM MALAISEL VERBRUGGENN VASTESAEGERA GELDHOFLuc Boullart et al.

A1 Journal Article in ARTHRITIS RESEARCH & THERAPY

DAS28 is a robust measure of the physician's clinical judgment of response infliximab therapy

Bert Vander CruyssenStijn Van LooyBart WynsR WESTHOVENSP DUREZF VAN DEN BOSHEric VeysHerman MielantsLISELOTTE DE CLERCKA PERETZ et al.

Feature selection in the prediction of Infliximab dose increase

Stijn Van LooyJeroen MeeusBart WynsBert Vander CruyssenFilip De KeyserLuc Boullart

Feature selection in the prediction of infliximab dose increase

S VAN LOOYJeroen MeeusBart WynsB VANDER CRUYSSENH DE KEYSERLuc Boullart

2004

Building decision tree classifiers using a Kohonen self-organizing map

Stijn Van LooyBart WynsLuc BoullartDominique BaetenIlse HoffmanFilip De Keyser

Comparing learning classifier systems and Genetic Programming: a case study

S SETTEBart WynsLuc Boullart

A1 Journal Article in ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Comparison between physical modelling and neural network modelling of a solar power plant

Clara-Mihaela IonescuBart WynsMihaela-Iuliana SbarciogLuc BoullartRobain De Keyser

Diagnostic classification of spondylarthropathy and rheumatoid arthritis by synovial histopathology - A prospective study in 154 consecutive patients

Dominique BaetenElli KruithofLeen De RyckeBERNARD VANDOORENBart WynsLuc BoullartIlse HoffmanAM BOOTSEric VeysFilip De Keyser

A1 Journal Article in ARTHRITIS AND RHEUMATISM

Identification of synovial histopathological parameters for diagnostic classification of inflammatory arthritis by SAM analysis and neural networks

Dominique BaetenBart WynsStijn Van LooyIlse HoffmanEric VeysLuc BoullartFilip De Keyser

Neural network modelling versus physical modelling: Application to a solar power plant

Bart WynsMihaela-Iuliana SbarciogClara-Mihaela IonescuLuc BoullartRobain De Keyser

Bookchapter in Research results at Plataforma Solar de Almería within the year 2003 access campaign

Neural network models for a solar power plant

Mihaela-Iuliana SbarciogBart WynsClara-Mihaela IonescuRobain De KeyserLuc Boullart

Prediction of arthritis using a modified Kohonen mapping and case based reasoning

Bart WynsLuc BoullartS SETTEDominique BaetenIlse HoffmanFilip De Keyser

A1 Journal Article in ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Prediction of diagnosis in patients with early arthritis using a combined Kohonen mapping and instance-based evaluation criterion

Bart WynsS SETTELuc BoullartDominique BaetenIlse HoffmanFilip De Keyser

A1 Journal Article in ARTIFICIAL INTELLIGENCE IN MEDICINE

Rheumatoid factor and anticitrullinated protein antibodies in rheumatoid arthritis: diagnostic value, associations with radiological progression rate, and extra-articular manifestations

Leen De RyckeIsabelle PeeneIlse HoffmanElli KruithofAnn UnionL MEHEUSK LEBEERBart WynsC VINCENTHerman Mielants et al.

A1 Journal Article in ANNALS OF THE RHEUMATIC DISEASES

Self-improvement to control code growth in genetic programming

Bart WynsS SETTELuc Boullart

A1 Journal Article in ARTIFICIAL EVOLUTION

Weight analysis of a topological map to determine parameter importance

Bart WynsStijn Van LooyLuc BoullartDominique BaetenIlse HoffmanFilip De Keyser

2003

Comparing learning classifier systems and genetic programming: A case study

Luc BoullartStefan SetteBart Wyns

Prediction of arthritis using a modified Kohonen mapping and case based learning

Luc BoullartStefan SetteBart WynsDominique BaetenIlse HoffmanFilip De Keyser

Self-improvement to control code growth in genetic programming

Bart WynsS SETTELuc Boullart

The use of neural network algorithms for the classification of undifferentiated arthritis by synovial histopathology

Dominique BaetenBart WynsIlse HoffmanS SETTELuc BoullartFilip De Keyser

The use of neural network algorithms for the classification of undifferentiated arthritis by synovial histopathology

Dominique BaetenBart WynsIlse HoffmanS SETTELuc BoullartFilip De Keyser

2002

Soft Computing in Textiles: Present and Future.

Stefan SetteBart WynsLieva Van LangenhoveLuc Boullart

Comparing learning classifier systems and genetic programming: a case study

Luc BoullartS SETTEBart Wyns

Prediction of diagnosis in patients with early arthritis using a modified Kohonen mapping in combination with a case based learning evaluation criterion

Luc BoullartS SETTEBart WynsDominique BaetenIlse HoffmanFilip De Keyser