Research Explorer

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Project

Research Programme Artificial Intelligence - 2022

Outputs and Outcomes

Publications

Optimization of plasma-assisted surface treatment for adhesive bonding via artificial intelligence

Jeroen JordensBart Van DoninckNasrulloh Ratu Bagus Satrio LokaAlejandro Morales HernándezIvo CouckuytInneke Van NieuwenhuyseMaarten Witters

Fuzzy relational Galois connections between fuzzy transitive digraphs

I.P. CabreraP. CorderoE. Muñoz-VelascoM. Ojeda-AciegoBernard De Baets

A1 Journal Article in FUZZY SETS AND SYSTEMS

Features for the 0-1 knapsack problem based on inclusionwise maximal solutions

Jorik JookenPieter LeymanPatrick De Causmaecker

A1 Journal Article in EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Optimizing cascaded control of mechatronic systems through constrained residual reinforcement learning

Tom StaessensTom LefebvreGuillaume Crevecoeur

A1 Journal Article in MACHINES

Exploring search space trees using an adapted version of Monte Carlo tree search for combinatorial optimization problems

Jorik JookenPieter LeymanTony WautersPatrick De Causmaecker

A1 Journal Article in COMPUTERS & OPERATIONS RESEARCH

Personalised socially assistive robot for cardiac rehabilitation : critical reflections on long-term interactions in the real world

Bahar IrfanNathalia CespedesJonathan CasasEmmanuel SenftLuisa F. GutierrezMonica Rincon-RoncancioCarlos A. CifuentesTony BelpaemeMarcela Munera

A1 Journal Article in USER MODELING AND USER-ADAPTED INTERACTION

Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions

Nasrulloh Ratu Bagus Satrio LokaIvo CouckuytFederico GarbugliaDomenico SpinaInneke Van NieuwenhuyseTom Dhaene

A1 Journal Article in ENGINEERING WITH COMPUTERS

Deep-learning-based step detection and step length estimation with a handheld IMU

Stef VandermeerenHeidi Steendam

A1 Journal Article in IEEE SENSORS JOURNAL

Optimising predictive models to prioritise viral discovery in zoonotic reservoirs

Daniel J BeckerGregory F AlberyAnna R SjodinTimothee PoisotLaura M BergnerBinqi ChenLily E CohenTad A DallasEvan A EskewAnna C FagreMaxwell J FarrellSarah GuthBarbara A HanNancy B SimmonsMichiel StockEmma C TeelingColin J Carlson et al.

A1 Journal Article in LANCET MICROBE

Seasonal prediction of Horn of Africa long rains using machine learning : the pitfalls of preselecting correlated predictors

Victoria DemanAkash KoppaWillem WaegemanDavid A. MacLeodMichael Bliss SingerDiego Miralles

A2 Journal Article in FRONTIERS IN WATER

Tailoring radar-based patient monitoring models to real-life needs using utility maximization

Louis Vincent-De SlooverLorin Werthen-BrabantsGeethika BhavanasiTom DhaeneIvo Couckuyt

An opt-in framework for privacy protection in audio-based applications

Wei-Cheng WangSander De ConinckSam LerouxPieter Simoens

A1 Journal Article in IEEE PERVASIVE COMPUTING

Spikemax : spike-based loss methods for classification

Sumit Bam ShresthaLongwei ZhuPengfei Sun

Artificial intelligence-based collaborative acoustic scene and event classification to support urban soundscape analysis and classification

Yuanbo HouDick Botteldooren

Pitfalls of epistemic uncertainty quantification through loss minimisation

Viktor BengsEyke HüllermeierWillem Waegeman

Iterative online 3D reconstruction from RGB images

Thorsten CardoenSam LerouxPieter Simoens

A1 Journal Article in SENSORS

Neural Bayesian network understudy

Paloma RabaeyCedric De BoomThomas Demeester

Visual conversation starters for human-robot interaction

Ruben JanssensThomas DemeesterTony Belpaeme

Sensor characterization for supporting de-noising and auto-calibration of sensor data

Wout Van HauwermeirenYuanbo HouKarlo FilipanDick Botteldooren

Relation-guided acoustic scene classification aided with event embeddings

Yuanbo HouBo KangWout Van HauwermeirenDick Botteldooren

Audio-visual scene classification via contrastive event-object alignment and semantic-based fusion

Yuanbo HouBo KangDick Botteldooren

CT-SAT : contextual transformer for sequential audio tagging

Yuanbo HouZhaoyi LiuBo KangYun WangDick Botteldooren

Multisource remote sensing data classification using fractional Fourier transformer

Xudong ZhaoMengmeng ZhangRan TaoWei LiWenzhi LiaoWilfried Philips

Multisource cross-scene classification using fractional fusion and spatial-spectral domain adaptation

Xudong ZhaoMengmeng ZhangRan TaoWei LiWenzhi LiaoWilfried Philips

Event-related data conditioning for acoustic event classification

Yuanbo HouDick Botteldooren

A challenge-based survey of e-recruitment recommendation systems

Yoosof MashayekhiNan LiBo KangJefrey LijffijtTijl De Bie

Surrogate modelling of dynamic phasor simulations of electrical drives

Nasrulloh Ratu Bagus Satrio LokaSriram Karthik GurumurthyBernard AmevorAntonello MontiTom DhaeneIvo Couckuyt

Introduction to the special section on AI in manufacturing : current trends and challenges

Jefrey LijffijtDimitra GkorouPieter Van HertumAlexander YpmaMykola PechenizkiyJoaquin Vanschoren

A4 Journal Article in SIGKDD EXPLORATIONS

Bayesian active learning for received signal strength-based visible light positioning

Federico GarbugliaWillem RaesJorik De BruyckerNobby StevensDirk DeschrijverTom Dhaene

A1 Journal Article in IEEE PHOTONICS JOURNAL

Efficient detection of crossing pedestrians from a moving vehicle with an array of cameras

Gianni AlleboschDavid Van HammePeter VeelaertWilfried Philips

A1 Journal Article in OPTICAL ENGINEERING

Ego-motion estimation with a low power millimeter wave radar on a UAV

Pieter MeiresoneDavid Van HammeWilfried PhilipsTim Verbelen

A systematic evaluation of node embedding robustness

Alexandru-Cristian MaraJefrey LijffijtStephan GünnemannTijl De Bie

Topologically regularized data embeddings

Robin VandaeleBo KangJefrey LijffijtTijl De BieYvan Saeys

TempEL : linking dynamically evolving and newly emerging entities

Klim ZaporojetsLucie-Aimée KaffeeJohannes DeleuThomas DemeesterChris DevelderIsabelle Augenstein

Enforcing object permanence using hierarchical, object-centric generative models

Toon Van de MaeleStefano FerraroTim VerbelenBart Dhoedt

Tensor networks for active inference with discrete observation spaces

Samuel WauthierBram VanheckeTim VerbelenBart Dhoedt

A scalable, self-supervised calibration and confounder removal model for opportunistic monitoring of road degradation

Wout Van HauwermeirenKarlo FilipanDick BotteldoorenBert De Coensel

A1 Journal Article in COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Graph-survival : a survival analysis framework for machine learning on temporal networks

Raphaël RomeroBo KangTijl De Bie

Chunking space and time with information geometry

Tim VerbelenDaria de TinguyPietro MazzagliaOzan CatalAdam Safron

Autoencoder-based image dimensionality reduction methods

Nina ŽižakićAleksandra Pizurica

Periodic Control Traffic Support in a Wireless Time-Sensitive Network

Pablo Avila-CamposJetmir HaxhibeqiriXianjun JiaoMuhammad AslamGilson MirandaIngrid MoermanJeroen Hoebeke

Removing the wires in time-sensitive networks

Pablo Avila-CamposJetmir HaxhibeqiriXianjun JiaoIngrid MoermanJeroen Hoebeke

Convolutional neural networks for apnea detection from smartphone audio signals : effect of window size

Yolanda Castillo-EscarioLorin Werthen-BrabantsWillemijn GroenendaalDirk DeschrijverRaimon Jane

Quantifying uncertainty in real time with split BiRNN for radar human activity recognition

Lorin Werthen-BrabantsGeethika BhavanasiIvo CouckuytTom DhaeneDirk Deschrijver

S-parameter modeling and optimization using deep Gaussian processes

Federico GarbugliaDomenico SpinaDirk DeschrijverIvo CouckuytTom Dhaene

Computational optimization of image-based reinforcement learning for robotics

Stefano FerraroToon Van de MaelePietro MazzagliaTim VerbelenBart Dhoedt

A1 Journal Article in SENSORS

Generalized Simultaneous Localization and Mapping (G-SLAM) as unification framework for natural and artificial intelligences : towards reverse engineering the hippocampal/entorhinal system and principles of high-level cognition

Adam SafronOzan CatalTim Verbelen

A1 Journal Article in FRONTIERS IN SYSTEMS NEUROSCIENCE

Safety-related applications over wireless time-sensitive networks

Jetmir HaxhibeqiriPablo Avila-CamposIngrid MoermanJeroen Hoebeke

Unsupervised model-based pre-training for data-efficient reinforcement learning from pixels

Sai RajeswarPietro MazzagliaTim VerbelenAlexandre PichéBart DhoedtAaron CourvilleAlexandre Lacoste

Automated software defect detection and identification in vehicular embedded systems

Kyle Powers FossIvo CouckuytAdrian BarutaCorentin Mossoux

A1 Journal Article in IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

An emotional journey : detecting emotion trajectories in Dutch customer service dialogues

Sofie LabatAmir HadifarThomas DemeesterVeronique Hoste

Set-valued prediction in hierarchical classification with constrained representation complexity

Thomas MortierEyke HüllermeierKrzysztof DembczynskiWillem Waegeman

Explaining graph neural networks with topology-aware node selection : application in air quality inference

Esther Rodrigo BonetTien Huu DoXuening QinJelle HofmanValerio Panzica La MannaWilfried PhilipsNikos Deligiannis

A1 Journal Article in IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

Encoding Stability into Laser Powder Bed Fusion Monitoring Using Temporal Features and Pore Density Modelling

Brian BoothRob HeylenMohsen NourazarDries VerheesWilfried PhilipsAbdellatif Bey-Temsamani

A1 Journal Article in SENSORS

Idempotent uninorms on a complete chain

Yao OuyangHua-Peng ZhangZhudeng WangBernard De Baets

A1 Journal Article in FUZZY SETS AND SYSTEMS

An open-source software library for explainable support vector machine classification

Marcelo Eduardo Loor RomeroAna Tapia-RoseroGuy De Tré

Search-based Reinforcement Learning through Bandit Linear Optimization

Milan PeelmanAntoon BronselaerGuy De Tré

Perception system based on cooperative fusion of lidar and cameras

Martin DimitrievskiDavid Van HammeWilfried Philips

Logic operators and sibling aggregators for Z-grades

Guy De TréMilan PeelmanJozo Dujmović

Finding knees in Bayesian multi-objective optimization

Arash HeidariJixiang QingSebastian Rojas GonzalezJürgen BrankeTom DhaeneIvo Couckuyt

Embodied object representation learning and recognition

Toon Van de MaeleTim VerbelenOzan CatalBart Dhoedt

A1 Journal Article in FRONTIERS IN NEUROROBOTICS

Comparative study of sample based model predictive control with application to autonomous racing

Thomas NeveTom LefebvreGuillaume Crevecoeur

Efficient ODE substructure identification of the acrobot under partial observability using neural networks and direct multiple shooting

Victor VantilborghTom LefebvreGuillaume Crevecoeur

Uncertainty quantification for appliance recognition in non-intrusive load monitoring using Bayesian deep learning

Lorin Werthen-BrabantsTom DhaeneDirk Deschrijver

A1 Journal Article in ENERGY AND BUILDINGS

A robust Bayesian optimization framework for microwave circuit design under uncertainty

Duygu De WitteJixiang QingIvo CouckuytTom DhaeneDries Vande GinsteDomenico Spina

A1 Journal Article in ELECTRONICS

The curse revisited : when are distances informative for the ground truth in noisy high-dimensional data?

Robin VandaeleBo KangTijl De BieYvan Saeys

Preventing catastrophic forgetting using prior transfer in physics informed Bayesian neural networks

Cedric Van HeckAnnelies CoeneGuillaume Crevecoeur

Entropy regularised deterministic optimal control : from path integral solution to sample-based trajectory optimisation

Tom LefebvreGuillaume Crevecoeur

Learning to cooperate : a hierarchical cooperative dual robot arm approach for underactuated pick-and-placing

Sander De WitteThijs Van HauwermeirenTom LefebvreGuillaume Crevecoeur

A1 Journal Article in IEEE-ASME TRANSACTIONS ON MECHATRONICS

Joint global metric learning and local manifold preservation for scene recognition

Chen WangGuohua PengBernard De Baets

A1 Journal Article in INFORMATION SCIENCES

Ordinal classification with a spectrum of information sources

Mengzi TangRaul Perez FernandezBernard De Baets

A1 Journal Article in EXPERT SYSTEMS WITH APPLICATIONS

ProD : a tool for predictive design of tailored promoters in Escherichia coli

Friederike MeyJim ClauwaertMaarten Van BremptMichiel StockJo MaertensWillem WaegemanMarjan De Mey

Bookchapter in Prokaryotic gene regulation : methods and protocols

Spectral representation of robustness measures for optimization under input uncertainty

Jixiang QingTom DhaeneIvo Couckuyt

The free energy principle for perception and action : a deep learning perspective

Pietro MazzagliaTim VerbelenOzan CatalBart Dhoedt

A1 Journal Article in ENTROPY

Leveraging plant physiological dynamics using physical reservoir computing

Olivier PietersTom De SwaefMichiel StockFrancis wyffels

A1 Journal Article in SCIENTIFIC REPORTS

Curiosity-driven exploration via latent Bayesian surprise

Pietro MazzagliaOzan CatalTim VerbelenBart Dhoedt

Beacon-based wireless TSN association

Pablo Avila-CamposJetmir HaxhibeqiriIngrid MoermanJeroen Hoebeke

Bio-inspired monocular drone SLAM

Ozan CatalTim VerbelenNi WangMatthias HartmannBart Dhoedt

Routing and scheduling for 1+1 protected DetNet flows

Gourav Prateek SharmaWouter TavernierDidier ColleMario Pickavet

A1 Journal Article in COMPUTER NETWORKS

Recent progress in epicardial and pericardial adipose tissue segmentation and quantification based on deep learning : a systematic review

Marin BenčevićIrena GalićMarija HabijanAleksandra Pizurica

A1 Journal Article in APPLIED SCIENCES-BASEL

Machine learning to assist in large-scale, activity-based synthetic cannabinoid receptor agonist screening of serum samples

Liesl JanssensDimitri BoeckaertsSimon HudsonDaria MorozovaAnnelies CannaertDavid M. WoodCaitlin WolfeBernard De BaetsMichiel StockPaul, I DarganChristophe Stove et al.

A1 Journal Article in CLINICAL CHEMISTRY

Fine-grained urban air quality mapping from sparse mobile air pollution measurements and dense traffic density

Xuening QinTien Huu DoJelle HofmanEsther Rodrigo BonetValerio Panzica La MannaNikos DeligiannisWilfried Philips

A1 Journal Article in REMOTE SENSING

Covering the combinatorial design space of multiplex CRISPR/Cas experiments in plants

Kirsten Van HuffelMichiel StockTom RuttinkBernard De Baets

A1 Journal Article in FRONTIERS IN PLANT SCIENCE

Time-sensitive networking experimentation on open testbeds

G. MirandaE. MunicioJetmir HaxhibeqiriD. F. MacedoJeroen HoebekeIngrid MoermanJ. M. Marquez-Barja

Evaluating time-sensitive networking features on open testbeds

G. MirandaE. MunicioJetmir HaxhibeqiriD. F. MacedoJeroen HoebekeIngrid MoermanJ. M. Marquez-Barja

Lifting associative operations on subposets of a complete lattice

Yexing DanBernard De Baets

A1 Journal Article in FUZZY SETS AND SYSTEMS

Identification of phage receptor-binding protein sequences with hidden Markov models and an extreme gradient boosting classifier

Dimitri BoeckaertsMichiel StockBernard De BaetsYves Briers

A1 Journal Article in VIRUSES-BASEL

Variation in the expression and annotation of emotions : a Wizard of Oz pilot study

Sofie LabatNaomi AckaertThomas DemeesterVeronique Hoste

Delegation to artificial agents fosters prosocial behaviors in the collective risk dilemma

Elias Fernandez DomingosInês TerruchaRemi SuchonJelena GrujicJuan C. BurguilloFrancisco C. SantosTom Lenaerts

A1 Journal Article in SCIENTIFIC REPORTS

Dynamic repair of categorical data with edit rules

Antoon BronselaerToon BoecklingFilip Pattyn

A1 Journal Article in EXPERT SYSTEMS WITH APPLICATIONS

Evaluating representation learning and graph layout methods for visualization

Edith HeiterBo KangTijl De BieJefrey Lijffijt

A1 Journal Article in IEEE COMPUTER GRAPHICS AND APPLICATIONS

Bipolar equations on complete distributive symmetric residuated lattices : the case of a join-irreducible right-hand side

M. Eugenia CornejoDavid LoboJesús MedinaBernard De Baets

A1 Journal Article in FUZZY SETS AND SYSTEMS

Bayesian active learning for radiation pattern sampling over cylindrical surfaces

Federico GarbugliaTim ClaeysIvo CouckuytDirk DeschrijverTom Dhaene

A1 Journal Article in IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY

Impactless beacon-based wireless TSN association procedure

Pablo Avila-CamposJetmir HaxhibeqiriIngrid MoermanJeroen Hoebeke

Model reduction through progressive latent space pruning in deep active inference

Samuel WauthierCedric De BoomOzan CatalTim VerbelenBart Dhoedt

A1 Journal Article in FRONTIERS IN NEUROROBOTICS

OMEN : network-based driver gene identification using mutual exclusivity

Dries Van DaeleBram WeytjensLuc De RaedtKathleen Marchal

A1 Journal Article in BIOINFORMATICS

Split BiRNN for real-time activity recognition using radar and deep learning

Lorin Werthen-BrabantsGeethika BhavanasiIvo CouckuytTom DhaeneDirk Deschrijver

A1 Journal Article in SCIENTIFIC REPORTS

The art of compensation : how hybrid teams solve collective risk dilemmas

Inês TerruchaE. F. DmingosF. C. SantosPieter SimoensT. Lenaerts

Embedding metric learning into an extreme learning machine for scene recognition

Chen WangGuohua PengBernard De Baets

A1 Journal Article in EXPERT SYSTEMS WITH APPLICATIONS

Patient activity recognition using radar sensors and machine learning

Geethika BhavanasiLorin Werthen-BrabantsTom DhaeneIvo Couckuyt

A1 Journal Article in NEURAL COMPUTING & APPLICATIONS

A complete representation theorem for nullnorms on bounded lattices with ample illustrations

Hua-Peng ZhangYao OuyangZhudeng WangBernard De Baets

A1 Journal Article in FUZZY SETS AND SYSTEMS

On triangular norms representable as ordinal sums based on interior operators on a bounded meet semilattice

Yao OuyangHua-Peng ZhangZhudeng WangBernard De Baets

A1 Journal Article in FUZZY SETS AND SYSTEMS

Axonal delay as a short-term memory for feed forward deep spiking neural networks

Pengfei SunLongwei ZhuDick Botteldooren

Multi-target prediction for dummies using two-branch neural networks

Dimitrios IliadisBernard De BaetsWillem Waegeman

A1 Journal Article in MACHINE LEARNING

Hardware efficient clock synchronization across Wi-Fi and ethernet-based network using PTP

Muhammad AslamWei LiuXianjun JiaoJetmir HaxhibeqiriGilson MirandaJeroen HoebekeJohann Marquez-BarjaIngrid Moerman

A1 Journal Article in IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

'Cool glasses, where did you get them?' : generating visually grounded conversation starters for human-robot dialogue

Ruben JanssensPieter WolfertThomas DemeesterTony Belpaeme

Challenges in translational machine learning

Artuur CouckuytRuth SeurinckAnnelies EmmaneelKatrien QuintelierDavid NovákSofie Van GassenYvan Saeys

A1 Journal Article in HUMAN GENETICS

Automated training of location-specific edge models for traffic counting

Sam LerouxBo LiPieter Simoens

A1 Journal Article in COMPUTERS & ELECTRICAL ENGINEERING

A review of evaluation practices of gesture generation in embodied conversational agents

Pieter WolfertNicole RobinsonTony Belpaeme

A1 Journal Article in IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS

Automating data science

Tijl De BieLuc De RaedtJosé Hernández-OralloHolger H. HoosPadhraic SmythChristopher K. I. Williams

A1 Journal Article in COMMUNICATIONS OF THE ACM

Iterative neural networks for adaptive inference on resource-constrained devices

Sam LerouxTim VerbelenPieter SimoensBart Dhoedt

A1 Journal Article in NEURAL COMPUTING & APPLICATIONS

Hybrid differential equations : integrating mechanistic and data-driven techniques for modelling of water systems

Ward QuaghebeurElena TorfsBernard De BaetsIngmar Nopens

A1 Journal Article in WATER RESEARCH

Class-specific discriminative metric learning for scene recognition

Chen WangGuohua PengBernard De Baets

A1 Journal Article in PATTERN RECOGNITION

Virtual restoration of paintings using adaptive adversarial neural network

Roman SizyakinViacheslav VoroninAleksandr ZelenskyAleksandra Pizurica

A1 Journal Article in JOURNAL OF ELECTRONIC IMAGING

Virtual restoration of paintings based on deep learning

Roman SizyakinViacheslav VoroninAleksandra Pizurica

Have I got the power? Analysing and reporting statistical power in HRI

Madeleine E. BartlettC. E. R. EdmundsTony BelpaemeSerge Thill

A2 Journal Article in ACM TRANSACTIONS ON HUMAN-ROBOT INTERACTION

BioCCP.jl : collecting coupons in combinatorial biotechnology

Kirsten Van HuffelMichiel StockBernard De Baets

A1 Journal Article in BIOINFORMATICS

CpG transformer for imputation of single-cell methylomes

Gaetan De WaeleJim ClauwaertGerben MenschaertWillem Waegeman

A1 Journal Article in BIOINFORMATICS

Spatiotemporal air quality inference of low-cost sensor data : evidence from multiple sensor testbeds

Jelle HofmanTien Huu DoXuening QinEsther Rodrigo BonetWilfried PhilipsNikos DeligiannisValerio Panzica La Manna

A1 Journal Article in ENVIRONMENTAL MODELLING & SOFTWARE

EvalNE : a framework for network embedding evaluation

Alexandru-Cristian MaraJefrey LijffijtTijl De Bie

A1 Journal Article in SOFTWAREX

An earth mover's distance based graph distance metric for financial statements

Sander NoelsBenjamin VandermarliereKen BastiaensenTijl De Bie

Multi-branch neural networks for video anomaly detection in adverse lighting and weather conditions

Sam LerouxBo LiPieter Simoens

Adaptive control of a mechatronic system using constrained residual reinforcement learning

Tom StaessensTom LefebvreGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Digital phagograms : predicting phage infectivity through a multilayer machine learning approach

Cédric LoodDimitri BoeckaertsMichiel StockBernard De BaetsRob LavigneVera van NoortYves Briers

A1 Journal Article in CURRENT OPINION IN VIROLOGY

A characterization of idempotent nullnorms on bounded lattices

Hua-Peng ZhangYao OuyangZhudeng WangBernard De Baets

A1 Journal Article in INFORMATION SCIENCES

A representation of nullnorms on a bounded lattice in terms of beam operations

Hua-Peng ZhangZhudeng WangYao OuyangBernard De Baets

A1 Journal Article in FUZZY SETS AND SYSTEMS

Fail-safe human detection for drones using a multi-modal curriculum learning approach

Ali SafaTim VerbelenIlja OcketAndre BourdouxFrancky CatthoorGeorges G. E. Gielen

A1 Journal Article in IEEE ROBOTICS AND AUTOMATION LETTERS

Multi-modal open world user identification

Bahar IrfanMichael Garcia OrtizNatalia LyubovaTony Belpaeme

A2 Journal Article in ACM TRANSACTIONS ON HUMAN-ROBOT INTERACTION

The effectiveness of dynamically processed incremental descriptions in human robot interaction

Christopher D. WallbridgeAlex SmithManuel GiulianiChris MelhuishTony BelpaemeSéverin Lemaignan

A2 Journal Article in ACM TRANSACTIONS ON HUMAN-ROBOT INTERACTION

Heterogeneity hampers the identification of general pressure injury risk factors in intensive care populations : a predictive modelling analysis

Mieke DeschepperSonia LabeauWillem WaegemanStijn Blot

A1 Journal Article in INTENSIVE AND CRITICAL CARE NURSING

Novel transformer networks for improved sequence labeling in genomics

Jim ClauwaertWillem Waegeman

A1 Journal Article in IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

Prediction of follower jumps in cam-follower mechanisms : the benefit of using physics-inspired features in recurrent neural networks

Wannes De GrooteSofie Van HoeckeGuillaume Crevecoeur

A1 Journal Article in MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Physics-based neural network models for prediction of cam-follower dynamics beyond nominal operations

Wannes De GrooteSofie Van HoeckeGuillaume Crevecoeur

A1 Journal Article in IEEE-ASME TRANSACTIONS ON MECHATRONICS

Neural network augmented physics models for systems with partially unknown dynamics : application to slider-crank mechanism

Wannes De GrooteEdward KikkenErik HostensSofie Van HoeckeGuillaume Crevecoeur

A1 Journal Article in IEEE-ASME TRANSACTIONS ON MECHATRONICS

Adaptive sampling with automatic stopping for feasible region identification in engineering design

Jixiang QingNicolas KnuddeFederico GarbugliaDomenico SpinaIvo CouckuytTom Dhaene

A1 Journal Article in ENGINEERING WITH COMPUTERS

Automated visual inspection of fabric image using deep learning approach for defect detection

Vyacheslav V. VoroninRoman SizyakinMarina ZhdanovaEvgenii A. SemenishchevDmitry BezuglovAleksander A. Zelemskii

Bayesian active learning for multi-objective feasible region identification in microwave devices

Federico GarbugliaJixiang QingNicolas KnuddeDomenico SpinaIvo CouckuytDirk DeschrijverTom Dhaene

A1 Journal Article in ELECTRONICS LETTERS

Batch Bayesian active learning for feasible region identification by local penalization

Jixiang QingNicolas KnuddeIvo CouckuytTom DhaeneKohei Shintani

Evaluation of generative modeling techniques for frequency responses

Federico GarbugliaDomenico SpinaDirk DeschrijverTom Dhaene