Research Explorer

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Researcher

Luc Boullart

Awards & Distinctions

117 Results

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

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

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

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

Kernel-based learning methods for preference aggregation

Willem WaegemanBernard De BaetsLuc Boullart

A1 Journal Article in 4OR-A QUARTERLY JOURNAL OF OPERATIONS RESEARCH

Kunstmatige intelligentie en robotica

Luc BoullartDieter DevlaminckBart Wyns

Ordinal regression for a 3-class brain-computer interface

Dieter DevlaminckWillem WaegemanBart WynsLuc BoullartGeorges OttePatrick Santens

2008

A Graph-theoretic Approach for Reducing One-versus-one Multi-class Classification to Ranking. International Workshop on Mining and Learning with Graphs

Willem WaegemanBernard De BaetsLuc Boullart

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

Integrating Expert Knowledge into Kernel-based Preference Models

Willem WaegemanBernard De BaetsLuc Boullart

Kernel-based learning methods for preference aggregation

Willem WaegemanBernard De BaetsLuc Boullart

Learning layered ranking functions with structured support vector machines

Willem WaegemanBernard De BaetsLuc Boullart

A1 Journal Article in NEURAL NETWORKS

Learning to rank: a ROC-based graph-theoretic approach

Willem WaegemanLuc BoullartBernard De Baets

On the scalability of ordered multi-class ROC analysis

Willem WaegemanBernard De BaetsLuc Boullart

A1 Journal Article in COMPUTATIONAL STATISTICS & DATA ANALYSIS

ROC analysis in ordinal regression learning

Willem WaegemanBernard De BaetsLuc Boullart

A1 Journal Article in PATTERN RECOGNITION LETTERS

Tapering infliximab dosages after temporary dose increase does not affect treatment survival in an established RA population

Bert Vander CruyssenR WESTHOVENSP DUREZFilip Van den BoschHerman MielantsL DE CLERCKA PERETZM MALAISEL VERBRUGGENL DEWULF et al.

When can we simplify a one-versus-one multi-class classifier to a single ranking

Willem WaegemanBernard De BaetsLuc Boullart

2007

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

Bart WynsLuc Boullart

Classification of horizontal two-phase flow using support vector machines with capitance signals

Hugo CanièreBruno BauwensChristophe T'JoenLuc BoullartMichel De Paepe

Horizontal two-phase flow characterisation and classification based on capacitance measurements

Hugo CanièreBruno BauwensChristophe T'JoenArnout WillockxLuc BoullartMichel De Paepe

Impact of multimedia-enhanced eLearning communities on cognitive load and learning outcomes considering the learner's cognitive style

Samuel ChikashaW VAN PETEGEMLuc BoullartMartin Valcke

Kernel-based aggregation of fuzzy and probabilistic preference relations

Willem WaegemanBernard De BaetsLuc Boullart

Learning a Layered Graph with a Maximal Number of Paths Connecting Source and Sink

Willem WaegemanBernard De BaetsLuc Boullart

Learning a Layered Graph with a Maximal Number of Paths Connecting Source and Sink

Willem WaegemanBernard De BaetsLuc Boullart

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

Bart WynsP DE SMEDTLuc Boullart

Logic, computability and randomness 2007

Bruno BauwensLuc BoullartPatrick Santens

Machine learning algorithms for carpets classification

Rares DamianRobain De KeyserLuc BoullartWillem WaegemanLieva Van LangenhoveCorneliu Lazar

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

Polymorphisms in the ficolin 1 gene (FCN1) are associated with susceptibility to the development of rheumatoid arthritis

Bert Vander CruyssenLieve NuytinckLuc BoullartDirk ElewautWillem WaegemanMira Van ThielenE. DE MEESTERK. LEBEERR. ROSSAUFilip De Keyser

A1 Journal Article in RHEUMATOLOGY

ROC-based ordinal regression learning: an overview

Willem WaegemanBernard De BaetsLuc Boullart

Ranking by learning layered graphs

Willem WaegemanBernard De BaetsLuc Boullart

2006

A comparison of different ROC measures for ordinal regression

Willem WaegemanBernard De BaetsLuc Boullart

An ensemble of weighted support vector machines for ordinal regression

Willem WaegemanLuc Boullart

Characterizing diversity in genetic programming.

Bart WynsP DE BRUYNELuc Boullart

A1 Journal Article in GENETIC PROGRAMMING, PROCEEDINGS

Collaborative learning in e-learning text based asynchronous and synchronous learning communities by distance students in developing African countries: Impact on student satisfaction and learning outcomes

Samuel ChikashaLuc BoullartW VAN PETEGEMMartin Valcke

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

The volume under the ROC surface as evaluation criterion for ordinal regression models

Willem WaegemanBernard De BaetsLuc Boullart

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

Dossier opleidingen: milieu-e-learning

Greet Van EetveldeMarianne MartensLuc Boullart

A4 Journal Article in MILIEU DIRECT (MECHELEN)

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

Ordinal classification with support vector machines for automatic assessment of carpet wear

Willem WaegemanBernard De BaetsLuc 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

Towards best practices in continuing education at the IVPV - Ghent University (Belgium)

Marianne MartensLuc Boullart

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

Challenging streaming video in E-learning.

Luc BoullartMuna Matar

Comparing Learning Classifier Systems and Genetic Programming: A Case Study.

Luc BoullartStefan Sette

Soft Computing in Textiles: Present and Future.

Stefan SetteBart WynsLieva Van LangenhoveLuc Boullart

2001

FECS: an efficiency based Learning Classifier System applied to an industrial production process

Stefan SetteLuc BoullartLieva Van Langenhove

Genetic programming: principles and applications.

Stefan SetteLuc Boullart

A1 Journal Article in ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

2000

An implementation of genetic algorithms for rule based machine learning.

Stefan SetteLuc Boullart

A1 Journal Article in ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Building a rule set for the fiber-to-yarn production process by means of soft computing techniques.

Stefan SetteLuc BoullartLieva Van Langenhove

A1 Journal Article in TEXTILE RESEARCH JOURNAL

Experience with a large scale ODL IT-programma in Belgium.

FECS: an Efficiency based Learning Classifier System Applied to an Industrial Production Process.

Stefan SetteLuc BoullartLieva Van Langenhove

1999

ICT Opens New Horizons in Large Scale it Permanent Eduction Programme in Belgium.

Large Scale Permanent Education Programme in IT in Belgium

1998

High Performant Learning Classifier Systems

Luc BoullartStefan Sette

Preface to the Special Section on Computer Aided Control Systems Design. Contr. Eng. Practice, Elsevier Science, Oxford, 6, 1998, 499.

Luc BoullartMia Loccufier

Using genetic algorithms to design a control strategy of an industrial process.

Stefan SetteLuc BoullartLieva Van Langenhove

A1 Journal Article in CONTROL ENGINEERING PRACTICE

1997

Genetic algorithms: theory & applications

Luc BoullartStefan Sette

A2 Journal Article in JOURNAL A

Optimizing the fiber-to-yarn production process with a combined neural network genetic algorithm approach.

Stefan SetteLuc BoullartLieva Van LangenhovePaul Kiekens

A1 Journal Article in TEXTILE RESEARCH JOURNAL

Using Genetic Algorithms to Design an Overall Control Strategy of an Industrial Process

Stefan SetteLuc BoullartLieva Van Langenhove

Using genetic algorithms to design an overall control strategy of an industrial process

Stefan SetteLuc BoullartLieva Van Langenhove

1996

Faut Detection and Quality Assessment in Textiles by Means of Neural Nets

Stefan SetteLuc Boullart

A2 Journal Article in INTERNATIONAL JOURNAL OF CLOTHING SCIENCE AND TECHNOLOGY

Optimalisering van het vezel-garen proces door middel van genetische algoritmen.

Stefan SetteLieva Van LangenhoveLuc Boullart

Optimisation of the Fibre-to-Yarn Process using Genetic Algorithms

Stefan SetteLieva Van LangenhoveLuc Boullart

Optimisation of the fibre-to-yarn process using genetic algorithms.

Stefan SetteLieva Van LangenhoveLuc Boullart

Optimising a production process by a neural network genetic algorithm approach.

Stefan SetteLuc BoullartLieva Van Langenhove

A1 Journal Article in ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Preface to the special section on algorithms and architectures for real-time control

P FLEMINGLuc Boullart

1995

Analysing real-time systems by means of aggregate approach

Luc BoullartH PRANEVICIUS

Fault Detection and Qualtiy Assessment in Textiles by means of Neural Nets.

Stefan SetteLuc Boullart

SELF-ORGANIZING NEURAL NETS - A NEW APPROACH TO QUALITY IN TEXTILES.

S SETTELuc BoullartPaul Kiekens

A1 Journal Article in TEXTILE RESEARCH JOURNAL

1994

Computer Aided Design of Advanced Control Algorithms for Nuclear Reactor Control

F DUMORTIERAchiel Van CauwenbergheLuc Boullart

Parallelization of Long-Range Predictive Control Methods

F DUMORTIERAchiel Van CauwenbergheLuc Boullart

The development of a decision-support system for the pathological diagnosis of human cerebral-tumours based on a neural-network classifier.

Guido SiebenMarleen PraetHendrik RoelsG OTTELuc BoullartLuc Calliauw

A1 Journal Article in ACTA NEUROCHIRURGICA

1993

De tweede CIM-golf

Achiel Van CauwenbergheLuc Boullart

A4 Journal Article in BELGIAN BUSINESS & INDUSTRIE

Expert Assisted Discrete Optimization of Composite Structures

B NETTENR VINGERHOEDSH KOPPELAARLuc Boullart

Informatics and computer science : the University of Ghent on the road towards the year 2000

Informatika en computerwetenschappen : de Universiteit Gent op weg naar het jaar 2000

Preface to the papers from the 18th IFAC Workshop on Real-time Programming.

Luc BoullartJ DE LA PUENTE

1992

A gentle Introduction to Artificial Intelligence

Bookchapter in Application of Artificial Intelligence in Process Control, Pergamon Press, Oxford

Artificial intelligence in process control applications

R VingerhoedsB NettenLuc Boullart

A2 Journal Article in CC-AI

Bira at 20: profile of a dynamic institution

A2 Journal Article in JOURNAL A, KVIV

De automatizering vandaag: een kritisch overzicht

A4 Journal Article in HET INGENIEURSBLAD (ANTWERPEN)

Is technologische innovatie in Vlaanderen overbodig?

A4 Journal Article in HET INGENIEURSBLAD (ANTWERPEN)

Knowledge Representation by Logic

Bookchapter in Application of Artificial Intelligence in Process Control, Pergamon Press, Oxford

Object Orientation & Object-Oriented Programming

Bookchapter in Application of Artificial Intelligence in Process Control, Pergamon Press, Oxford

Optimal Dairy Rations using Expert Governed Numerical Optimization

B NETTENR VINGERHOEDSLuc Boullart

Towards New Paradigms in Programmable Logic Controllers

A4 Journal Article in KIvIMRBT Leergang 'Procesbesturing met PC's een echt alternatief ?', Het In strument, Jaarbeurs Utrecht, 7-8 april

Using A.I.-Formalisms in Programmable Logic Controllers

Bookchapter in Application of Artificial Intelligence in Process Control, Pergamon Press, Oxford

1991

Objectoriëntatie en objcctgeorienteerd programmeren in de praktijk

A2 Journal Article in In formatie, Kluwer Bedrijfswetenschappen, Deventer, jg. 33, thema nummer

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