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Project
Research Programme Artificial Intelligence - 2022
Information
Project Team
Outputs and Outcomes
Publications
CookDial: a dataset for task-oriented dialogs grounded in procedural documents
Yiwei Jiang
Klim Zaporojets
Johannes Deleu
Thomas Demeester
Chris Develder
U
Journal Article
in
APPLIED INTELLIGENCE
2022
Covering the Combinatorial Design Space of Multiplex CRISPR/Cas Experiments in Plants
Kirsten Van Huffel
Michiel Stock
Tom Ruttink
Bernard De Baets
U
Journal Article
in
Frontiers in Plant Science
2022
Time-sensitive networking experimentation on open testbeds
G. Miranda
E. Municio
Jetmir Haxhibeqiri
D.F. Macedo
Jeroen Hoebeke
Ingrid Moerman
J.M. Marquez-Barja
U
Conference
2022
Evaluating time-sensitive networking features on open testbeds
G. Miranda
E. Municio
Jetmir Haxhibeqiri
D.F. Macedo
Jeroen Hoebeke
Ingrid Moerman
J.M. Marquez-Barja
U
Conference
2022
Lifting associative operations on subposets of a complete lattice
Yexing Dan
Bernard De Baets
U
Journal Article
in
Fuzzy Sets and Systems
2022
Identification of phage receptor-binding protein sequences with hidden Markov models and an extreme gradient boosting classifier
Dimitri Boeckaerts
Michiel Stock
Bernard De Baets
Yves Briers
A1
Journal Article
in
VIRUSES-BASEL
2022
Variation in the Expression and Annotation of Emotions: A Wizard of Oz Pilot Study
Sofie Labat
Naomi Ackaert
Thomas Demeester
Veronique Hoste
U
Conference
2022
Delegation to artificial agents fosters prosocial behaviors in the collective risk dilemma
Elias Fernandez Domingos
Inês Terrucha
Remi Suchon
Jelena Grujic
Juan C. Burguillo
Francisco C. Santos
Tom Lenaerts
U
Journal Article
in
SCIENTIFIC REPORTS
2022
Evaluating representation learning and graph layout methods for visualization
Edith Heiter
Bo Kang
Tijl De Bie
Jefrey Lijffijt
A1
Journal Article
in
IEEE COMPUTER GRAPHICS AND APPLICATIONS
2022
Bipolar equations on complete distributive symmetric residuated lattices : the case of a join-irreducible right-hand side
M. Eugenia Cornejo
David Lobo
Jesús Medina
Bernard De Baets
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2022
Bayesian active learning for radiation pattern sampling over cylindrical surfaces
Federico Garbuglia
Tim Claeys
Ivo Couckuyt
Dirk Deschrijver
Tom Dhaene
A1
Journal Article
in
IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY
2022
Impactless beacon-based wireless TSN association procedure
Pablo Avila-Campos
Jetmir Haxhibeqiri
Ingrid Moerman
Jeroen Hoebeke
C1
Conference
2022
Model reduction through progressive latent space pruning in deep active inference
Samuel Wauthier
Cedric De Boom
Ozan Catal
Tim Verbelen
Bart Dhoedt
A1
Journal Article
in
FRONTIERS IN NEUROROBOTICS
2022
OMEN: network-based driver gene identification using mutual exclusivity
Dries Van Daele
Bram Weytjens
Luc De Raedt
Kathleen Marchal
U
Journal Article
in
BIOINFORMATICS
2022
Split BiRNN for real-time activity recognition using radar and deep learning
Lorin Werthen-Brabants
Geethika Bhavanasi
Ivo Couckuyt
Tom Dhaene
Dirk Deschrijver
U
Journal Article
in
SCIENTIFIC REPORTS
2022
The art of compensation: how hybrid teams solve collective risk dilemmas
Inês Terrucha
E.F. Dmingos
F.C. Santos
Pieter Simoens
T. Lenaerts
U
Conference
2022
Embedding metric learning into an extreme learning machine for scene recognition
Chen Wang
Guohua Peng
Bernard De Baets
A1
Journal Article
in
EXPERT SYSTEMS WITH APPLICATIONS
2022
Patient activity recognition using radar sensors and machine learning
Geethika Bhavanasi
Lorin Werthen-Brabants
Tom Dhaene
Ivo Couckuyt
A1
Journal Article
in
NEURAL COMPUTING & APPLICATIONS
2022
A complete representation theorem for nullnorms on bounded lattices with ample illustrations
Hua-Peng Zhang
Yao Ouyang
Zhudeng Wang
Bernard De Baets
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2022
On triangular norms representable as ordinal sums based on interior operators on a bounded meet semilattice
Yao Ouyang
Hua-Peng Zhang
Zhudeng Wang
Bernard De Baets
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2022
Multi-target prediction for dummies using two-branch neural networks
Dimitrios Iliadis
Bernard De Baets
Willem Waegeman
A1
Journal Article
in
MACHINE LEARNING
2022
An empirical evaluation of network representation learning methods
Alexandru Cristian Mara
Jefrey Lijffijt
Tijl De Bie
A1
Journal Article
in
BIG DATA
2022
Hardware efficient clock synchronization across Wi-Fi and ethernet-based network using PTP
Muhammad Aslam
Wei Liu
Xianjun Jiao
Jetmir Haxhibeqiri
Gilson Miranda
Jeroen Hoebeke
Johann Marquez-Barja
Ingrid Moerman
A1
Journal Article
in
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
2022
'Cool glasses, where did you get them?' : generating visually grounded conversation starters for human-robot dialogue
Ruben Janssens
Pieter Wolfert
Thomas Demeester
Tony Belpaeme
C1
Conference
2022
Challenges in translational machine learning
Artuur Couckuyt
Ruth Seurinck
Annelies Emmaneel
Katrien Quintelier
David Novák
Sofie Van Gassen
Yvan Saeys
A1
Journal Article
in
HUMAN GENETICS
2022
Automated training of location-specific edge models for traffic counting
Sam Leroux
Bo Li
Pieter Simoens
A1
Journal Article
in
COMPUTERS & ELECTRICAL ENGINEERING
2022
A review of evaluation practices of gesture generation in embodied conversational agents
Pieter Wolfert
Nicole Robinson
Tony Belpaeme
A1
Journal Article
in
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS
2022
Automating data science
Tijl De Bie
Luc De Raedt
José Hernández-Orallo
Holger H. Hoos
Padhraic Smyth
Christopher K. I. Williams
A1
Journal Article
in
COMMUNICATIONS OF THE ACM
2022
Iterative neural networks for adaptive inference on resource-constrained devices
Sam Leroux
Tim Verbelen
Pieter Simoens
Bart Dhoedt
A1
Journal Article
in
NEURAL COMPUTING & APPLICATIONS
2022
Class-specific discriminative metric learning for scene recognition
Chen Wang
Guohua Peng
Bernard De Baets
A1
Journal Article
in
PATTERN RECOGNITION
2022
Virtual restoration of paintings using adaptive adversarial neural network
Roman Sizyakin
Viacheslav Voronin
Aleksandr Zelensky
Aleksandra Pizurica
A1
Journal Article
in
JOURNAL OF ELECTRONIC IMAGING
2022
Virtual restoration of paintings based on deep learning
Roman Sizyakin
Viacheslav Voronin
Aleksandra Pizurica
C1
Conference
2022
BioCCP.jl : collecting coupons in combinatorial biotechnology
Kirsten Van Huffel
Michiel Stock
Bernard De Baets
A1
Journal Article
in
BIOINFORMATICS
2022
Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions
Nasrulloh Ratu Bagus Satrio Loka
Ivo Couckuyt
Federico Garbuglia
Domenico Spina
Inneke Van Nieuwenhuyse
Tom Dhaene
A1
Journal Article
in
ENGINEERING WITH COMPUTERS
2022
CpG transformer for imputation of single-cell methylomes
Gaetan De Waele
Jim Clauwaert
Gerben Menschaert
Willem Waegeman
A1
Journal Article
in
BIOINFORMATICS
2022
EvalNE : a framework for network embedding evaluation
Alexandru Cristian Mara
Jefrey Lijffijt
Tijl De Bie
A1
Journal Article
in
SOFTWAREX
2022
Multi-branch neural networks for video anomaly detection in adverse lighting and weather conditions
Sam Leroux
Bo Li
Pieter Simoens
C1
Conference
2022
Adaptive control of a mechatronic system using constrained residual reinforcement learning
Tom Staessens
Tom Lefebvre
Guillaume Crevecoeur
A1
Journal Article
in
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
2022
Digital phagograms: predicting phage infectivity through a multilayer machine learning approach
Cédric Lood
Dimitri Boeckaerts
Michiel Stock
Bernard De Baets
Rob Lavigne
Vera van Noort
Yves Briers
A1
Journal Article
in
CURRENT OPINION IN VIROLOGY
2022
A characterization of idempotent nullnorms on bounded lattices
Hua-Peng Zhang
Yao Ouyang
Zhudeng Wang
Bernard De Baets
A1
Journal Article
in
INFORMATION SCIENCES
2022
A representation of nullnorms on a bounded lattice in terms of beam operations
Hua-Peng Zhang
Zhudeng Wang
Yao Ouyang
Bernard De Baets
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2022
Fail-safe human detection for drones using a multi-modal curriculum learning approach
Ali Safa
Tim Verbelen
Ilja Ocket
Andre Bourdoux
Francky Catthoor
Georges G. E. Gielen
A1
Journal Article
in
IEEE ROBOTICS AND AUTOMATION LETTERS
2022
Multi-modal open world user identification
Bahar Irfan
Michael Garcia Ortiz
Natalia Lyubova
Tony Belpaeme
A2
Journal Article
in
ACM TRANSACTIONS ON HUMAN-ROBOT INTERACTION
2022
The effectiveness of dynamically processed incremental descriptions in human robot interaction
Christopher D. Wallbridge
Alex Smith
Manuel Giuliani
Chris Melhuish
Tony Belpaeme
Séverin Lemaignan
A2
Journal Article
in
ACM TRANSACTIONS ON HUMAN-ROBOT INTERACTION
2022
Adaptive sampling with automatic stopping for feasible region identification in engineering design
Jixiang Qing
Nicolas Knudde
Federico Garbuglia
Domenico Spina
Ivo Couckuyt
Tom Dhaene
A1
Journal Article
in
ENGINEERING WITH COMPUTERS
2022
Automated visual inspection of fabric image using deep learning approach for defect detection
Vyacheslav V. Voronin
Roman Sizyakin
Marina Zhdanova
Evgenii A. Semenishchev
Dmitry Bezuglov
Aleksander A. Zelemskii
P1
Conference
2021