Manage settings
MENU
About this site
In het Nederlands
Home
Researchers
Projects
Organisations
Publications
Infrastructure
Contact
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
Michaël Rademaker
Profile
Projects
Publications
Activities
Awards & Distinctions
57
Results
2023
Advancing time series data analytics and applied machine learning in healthcare
Jeroen Van Der Donckt
Sofie Van Hoecke
Michaël Rademaker
Dissertation
2023
MinMaxLTTB : leveraging MinMax-preselection to scale LTTB
Jeroen Van Der Donckt
Jonas Van Der Donckt
Michaël Rademaker
Sofie Van Hoecke
P1
Conference
2023
2022
A semi-supervised anomaly detection approach detecting mechanical failures
Colin Soete
Michaël Rademaker
Sofie Van Hoecke
C3
Conference
2022
2020
A correspondence between voting procedures and stochastic orderings
Ignacio Montes
Michaël Rademaker
Raul Perez Fernandez
Bernard De Baets
A1
Journal Article
in
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
2020
2017
Monometrics and their role in the rationalisation of ranking rules
Raul Perez Fernandez
Michaël Rademaker
Bernard De Baets
A1
Journal Article
in
INFORMATION FUSION
2017
Monotonicity-based ranking on the basis of multiple partially specified reciprocal relations
Raul Perez Fernandez
Michaël Rademaker
Pedro Alonso
Irene Díaz
Susana Montes
Bernard De Baets
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2017
2016
Prediction of specialty coffee cup quality based on near infrared spectra of green coffee beans
Kassaye Tolessa
Michaël Rademaker
Bernard De Baets
Pascal Boeckx
A1
Journal Article
in
TALANTA
2016
Representations of votes facilitating monotonicity-based ranking rules : from votrix to votex
Raul Perez Fernandez
Michaël Rademaker
Pedro Alonso
Irene Díaz
Susana Montes
Bernard De Baets
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2016
The scorix : a popular representation of votes revisited
Raul Perez Fernandez
Michaël Rademaker
Bernard De Baets
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2016
2015
A comparison of strategies for estimation of ultrafine particle number concentrations in urban air pollution monitoring networks
Matteo Reggente
Jan Peters
Jan Theunis
Martine Van Poppel
Michaël Rademaker
Bernard De Baets
Prashant Kumar
A1
Journal Article
in
ENVIRONMENTAL POLLUTION
2015
A new protocol for evaluating the efficacy of some dispensing systems of a packaging in the microbial protection of water-based preservative-free cosmetic products
Frank Devlieghere
Anja De Loy-Hendrickx
Michaël Rademaker
Peter Pipelers
A Crozier
Bernard De Baets
L Joly
S Keromen
A1
Journal Article
in
INTERNATIONAL JOURNAL OF COSMETIC SCIENCE
2015
A risk-based pesticide residue monitoring tool to prioritize the sampling of fresh produce
Ilse Delcour
Michaël Rademaker
Liesbeth Jacxsens
Jessie De Win
Bernard De Baets
Pieter Spanoghe
A1
Journal Article
in
FOOD CONTROL
2015
Adding feasibility constraints to a ranking rule under a monotonicity constraint
Raul Perez Fernandez
Michaël Rademaker
Pedro Alonso
Irene Díaz
Bernard De Baets
P1
Conference
2015
An interval estimator for the unmixing of mixtures with set-based source descriptions
Jan Verwaeren
Michaël Rademaker
Bernard De Baets
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2015
2014
A ranking procedure based on a natural monotonicity constraint
Michaël Rademaker
Bernard De Baets
A1
Journal Article
in
INFORMATION FUSION
2014
Effect of initial headspace oxygen level on growth and volatile metabolite production by the specific spoilage microorganisms of fresh-cut pineapple
Baoyu Zhang
Simbarashe Samapundo
Michaël Rademaker
Bert Noseda
Quenten Denon
Ilse de Baenst
Goknur Surengil
Bernard De Baets
Frank Devlieghere
A1
Journal Article
in
LWT-FOOD SCIENCE AND TECHNOLOGY
2014
Prediction of ultrafine particle number concentrations in urban environments by means of Gaussian process regression based on measurements of oxides of nitrogen
Matteo Reggente
Jan Peters
Jan Theunis
Martine Van Poppel
Michaël Rademaker
Prashant Kumar
Bernard De Baets
A1
Journal Article
in
ENVIRONMENTAL MODELLING & SOFTWARE
2014
2013
A computational model of auditory attention for use in soundscape research
Damiano Oldoni
Bert De Coensel
Michiel Boes
Michaël Rademaker
Bernard De Baets
Timothy Van Renterghem
Dick Botteldooren
A1
Journal Article
in
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA
2013
2012
A machine learning approach to predict Fusarium head blight
Sofie Landschoot
Willem Waegeman
Kris Audenaert
Judith Vandepitte
Patrick Van Damme
Bernard De Baets
Geert Haesaert
C3
Conference
2012
Applying morphological changes during the evolution of quadruped robots results in robust gaits
Jonas Degrave
Francis wyffels
Tim Waegeman
Pieter-Jan Kindermans
Benjamin Schrauwen
C3
Conference
2012
BeneLearn 2012 : proceedings of the 21st Belgian-Dutch conference on machine learning
Book editor
2012
Consistent union and prioritized consistent union: new operations for preference aggregation
Michaël Rademaker
Bernard De Baets
A1
Journal Article
in
ANNALS OF OPERATIONS RESEARCH
2012
Determination of trade-offs in ecosystem service delivery using Bayesian belief networks
Rob D'hondt
Dries Landuyt
Katrien Van der Biest
Sander Jacobs
C3
Conference
2012
Distance dependent extensions of the Chinese restaurant process
Willem Wybo
Camille Colle
Pieter-Jan Kindermans
Benjamin Schrauwen
C1
Conference
2012
Inferring gene regulatory network topologies using ensembles of feature selection techniques
Joeri Ruyssinck
Tom Dhaene
Yvan Saeys
C3
Conference
2012
Optimal monotone relabelling of partially non-monotone ordinal data
Michaël Rademaker
Bernard De Baets
Hans De Meyer
A1
Journal Article
in
OPTIMIZATION METHODS & SOFTWARE
2012
Order-theoretical tools to support risk assessment of chemicals
Karel De Loof
Michaël Rademaker
Rainer Brüggemann
Hans De Meyer
Guillermo Restrepo
Bernard De Baets
A1
Journal Article
in
MATCH-COMMUNICATIONS IN MATHEMATICAL AND IN COMPUTER CHEMISTRY
2012
Predicting long term behavior of genetic regulatory networks with answer set programming
Gustavo Adolfo Torres Torres
Kathleen Marchal
Yves Van de Peer
Martine De Cock
C3
Conference
2012
System modeling for active noise control with reservoir computing
Jens Nyman
Ken Caluwaerts
Tim Waegeman
Benjamin Schrauwen
C3
Conference
2012
Towards incorporation of hierarchical Bayesian models into evolution strategies for quadruped gait generation
Pieter-Jan Kindermans
Francis wyffels
Ken Caluwaerts
Bert Guns
Benjamin Schrauwen
C3
Conference
2012
2011
Aggregation of monotone reciprocal relations with application to group decision making
Michaël Rademaker
Bernard De Baets
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2011
Correlation analysis of noise and ultrafine particle counts in a street canyon
Arnaud Can
Michaël Rademaker
Timothy Van Renterghem
Vinit Mishra
Martine Van Poppel
Abdellah Touhafi
Jan Theunis
Bernard De Baets
Dick Botteldooren
A1
Journal Article
in
SCIENCE OF THE TOTAL ENVIRONMENT
2011
Noise measurements as proxies for traffic parameters in monitoring networks
Arnaud Can
Luc Dekoninck
Michaël Rademaker
Timothy Van Renterghem
Bernard De Baets
Dick Botteldooren
A1
Journal Article
in
SCIENCE OF THE TOTAL ENVIRONMENT
2011
Noise measurements as proxies for traffic parameters in monitoring networks
Arnaud Can
Luc Dekoninck
Michaël Rademaker
Timothy Van Renterghem
Bernard De Baets
Dick Botteldooren
C1
Conference
2011
Optimal restoration of stochastic monotonicity with respect to cumulative label frequency loss functions
Michaël Rademaker
Bernard De Baets
A1
Journal Article
in
INFORMATION SCIENCES
2011
Sampling approaches to predict urban street noise levels using fixed and temporary microphones
Arnaud Can
Timothy Van Renterghem
Michaël Rademaker
Samuel Dauwe
Pieter Thomas
Bernard De Baets
Dick Botteldooren
A1
Journal Article
in
JOURNAL OF ENVIRONMENTAL MONITORING
2011
2010
A threshold for majority in the context of aggregating partial order relations
Michaël Rademaker
Bernard De Baets
P1
Conference
2010
Computational soundscape analysis based on a human-like auditory processing model
Damiano Oldoni
Bert De Coensel
Michaël Rademaker
Timothy Van Renterghem
Dick Botteldooren
Bernard De Baets
C1
Conference
2010
Context-dependent environmental sound monitoring using SOM coupled with LEGION
Damiano Oldoni
Bert De Coensel
Michaël Rademaker
Timothy Van Renterghem
Bernard De Baets
Dick Botteldooren
P1
Conference
2010
Environmental decision making with conflicting social groups: a case study of the Lar rangeland in Iran
Kamran Zendehdel
Michaël Rademaker
Bernard De Baets
Guido Van Huylenbroeck
A1
Journal Article
in
JOURNAL OF ARID ENVIRONMENTS
2010
Imitating human auditory processing for urban soundscape measurement
Damiano Oldoni
Bert De Coensel
Michaël Rademaker
Timothy Van Renterghem
Dick Botteldooren
Bernard De Baets
C1
Conference
2010
Observed correlations between noise and air pollution in two measurement campaigns
Arnaud Can
Michaël Rademaker
Timothy Van Renterghem
M Van Poppel
V Mishra
J Theunis
Bernard De Baets
Dick Botteldooren
C3
Conference
2010
Predicting partial orders: ranking with abstention
Weiwei Cheng
Michaël Rademaker
Bernard De Baets
Eyke Hüllermeier
C1
Conference
2010
Towards an extensive noise and air quality measurement network
Timothy Van Renterghem
Dick Botteldooren
Pieter Thomas
Arnaud Can
Samuel Dauwe
Bart Dhoedt
Michaël Rademaker
Bernard De Baets
A Touhafi
F Bominguez
et al.
C1
Conference
2010
Utilisation de données acoustiques pour l'estimation des polluants liés au trafic routier
Arnaud Can
Michaël Rademaker
Vinit Mishra
Martine Van Poppel
Jan Theunis
Timothy Van Renterghem
Bernard De Baets
Dick Botteldooren
C1
Conference
2010
2009
Improving tractability of group decision making on environmental problems through the use of social intensities of preferences
Kamran Zendehdel
Michaël Rademaker
Bernard De Baets
Guido Van Huylenbroeck
A1
Journal Article
in
ENVIRONMENTAL MODELLING & SOFTWARE
2009
Loss optimal monotone relabeling of noisy multi-criteria data sets
Michaël Rademaker
Bernard De Baets
Hans De Meyer
A1
Journal Article
in
INFORMATION SCIENCES
2009
Optimal resolution of reversed preference in multi-criteria data sets
Michaël Rademaker
Bernard De Baets
Hans De Meyer
Dissertation
2009
Voting with intensities, group consensus and stochastic dominance
Michaël Rademaker
Bernard De Baets
C1
Conference
2009
2008
Informative combination of multiple partial order relations
Michaël Rademaker
Bernard De Baets
Hans De Meyer
C1
Conference
2008
Monotone relabeling of partially non-monotone data: restoring regular or stochastic monotonicity
Michaël Rademaker
Bernard De Baets
Hans De Meyer
C1
Conference
2008
Monotone relabling of partially non-monotone data for different types of monotonicity
Michaël Rademaker
Bernard De Baets
Hans De Meyer
C1
Conference
2008
New operations for informative combination of two partial order relations with illustrations on pollution data
Michaël Rademaker
Bernard De Baets
Hans De Meyer
A1
Journal Article
in
COMBINATORIAL CHEMISTRY & HIGH THROUGHPUT SCREENING
2008
Qualitative valuation of environmental criteria through a group consensus based on stochastic dominance
Kamran Zendehdel
Michaël Rademaker
Bernard De Baets
Guido Van Huylenbroeck
A1
Journal Article
in
ECOLOGICAL ECONOMICS
2008
2007
Directional adjustment of average rankings of two posets: an application to herb layer and tree layer pollution in Baden-Württemberg
Michaël Rademaker
Bernard De Baets
Hans De Meyer
R BRUGGEMANN
C1
Conference
2007
Improved monotone relabeling of partially non-monotone data
Michaël Rademaker
Bernard De Baets
Hans De Meyer
C1
Conference
2007
2006
On the role of maximal independent sets in cleaning data sets for supervised ranking.
Michaël Rademaker
Bernard De Baets
Hans De Meyer
P1
Conference
2006