Research Explorer

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Project

Flanders Artificial Intelligence Research program (FAIR) – second cycle - 2024

Outputs & Impact

Publications & research data ( 150 )

A deep learning approach to perform defect classification of freeze-dried product

Quentin HervéNusret IpekJan VerwaerenThomas De Beer

A1 Journal Article in INTERNATIONAL JOURNAL OF PHARMACEUTICS

Tell me a story! Narrative-driven XAI with Large Language Models

David MartensJames HinnsCamille DamsMark VergouwenTheodoros Evgeniou

A1 Journal Article in DECISION SUPPORT SYSTEMS

Embedding-based pair generation for contrastive representation learning in audio-visual surveillance data

Wei-Cheng WangSander De ConinckSam LerouxPieter Simoens

A2 Journal Article in FRONTIERS IN ROBOTICS AND AI

Machine learning reveals novel compound for the improved production of chitooligosaccharides in Escherichia coli

Friederike MeyGaetan De WaeleWouter DemeesterChiara GuidiDries DuchiTomek DiederenHanne KochuytKirsten Van HuffelNicola ZamboniWillem Waegeman et al.

A1 Journal Article in NEW BIOTECHNOLOGY

Advanced wood species identification based on multiple anatomical sections and using deep feature transfer and fusion

Kallil M. ZielinskiLeonardo ScabiniLucas C. RibasNúbia R. da SilvaHans BeeckmanJan VerwaerenOdemir Martinez BrunoBernard De Baets

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Uncovering unknown dynamics in water resource recovery facilities with neural differential equations and Shapley value analysis

Ward QuaghebeurElena TorfsMostafa KhalilIngmar NopensBernard De Baets

A1 Journal Article in JOURNAL OF WATER PROCESS ENGINEERING

Interpretable machine learning models for COPD ease of breathing estimation

Thomas KokJohn MoralesDirk DeschrijverDolores Blanco-AlmazanWillemijn GroenendaalDavid RuttensChristophe SmeetsVojkan MihajlovicFemke OngenaeSofie Van Hoecke

A1 Journal Article in MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

A novel Kriging-assisted multi-objective optimisation method considering infeasibility ratio under input uncertainty

Hua WeiQi ZhouTom DhaeneIvo Couckuyt

A1 Journal Article in JOURNAL OF ENGINEERING DESIGN

Exploring and learning structure : active inference approach in navigational agents

Daria de TinguyTim VerbelenBart Dhoedt

Modelling the effect of base component properties and processing conditions on mixture products using probabilistic, knowledge-guided neural networks

Manuel Borja Lopez PelaezJens DhondtJohny BertelsDaan Van HauwermeirenJan Verwaeren

A1 Journal Article in INTERNATIONAL JOURNAL OF PHARMACEUTICS

Fast nonlinear model predictive control combining online trajectory optimization and value function regression

Thomas NeveTom LefebvreGuillaume Crevecoeur

A1 Journal Article in OPTIMAL CONTROL APPLICATIONS & METHODS

Tradeoff-aware Bayesian active learning with varying cost for feasible region identification

ABCFair : an adaptable benchmark approach for comparing fairness methods

Marybeth DefranceMaarten BuylTijl De Bie

Integrating Cognitive Map Learning and Active Inference for Planning in Ambiguous Environments

Toon Van de MaeleBart DhoedtTim VerbelenGiovanni Pezzulo

Multi-context-aware RL approach towards INT-based congestion control algorithm

Ramyashree Venkatesh BhatJetmir HaxhibeqiriIngrid MoermanJeroen Hoebeke

Is epistemic uncertainty faithfully represented by evidential deep learning methods?

Mira Kristin JürgensNis MeinertViktor BengsEyke HüllermeierWillem Waegeman

A novel reservoir architecture for periodic time series prediction

Zhongju YuanGeraint WigginsDick Botteldooren

Delay learning based on temporal coding in spiking neural networks

Pengfei SunJibin WuMalu ZhangPaul DevosDick Botteldooren

A1 Journal Article in NEURAL NETWORKS

EEG decoding with conditional identification information

Pengfei SunJorg De WinnePaul DevosDick Botteldooren

Multi-level graph learning for audio event classification and human-perceived annoyance rating prediction

Yuanbo HouQiaoqiao RenSiyang SongYuxin SongWenwu WangDick Botteldooren

Explaining decision-making between exploration and repetition : key factors for physical activity recommendations

Ine CoppensToon De PessemierLuc Martens

Exploring the added effect of three recommender system techniques in mobile health interventions for physical activity : a longitudinal randomized controlled trial

Ine CoppensToon De PessemierLuc Martens

A1 Journal Article in USER MODELING AND USER-ADAPTED INTERACTION

Balancing habit repetition and new activity exploration : a longitudinal micro-randomized trial in physical activity recommendations

Ine CoppensToon De PessemierLuc Martens

Repeating my workouts or exploring new activities? A longitudinal micro-randomized user study for physical activity recommender systems

Ine CoppensToon De PessemierLuc Martens

Towards good modelling practice for parallel hybrid models for wastewater treatment processes

Loes VerhaegheJan VerwaerenGamze KirimSaba DaneshgarPeter A. VanrolleghemElena Torfs

A1 Journal Article in WATER SCIENCE AND TECHNOLOGY

Hybrid edge-cloud models for bearing failure detection in a fleet of machines

Sam LerouxPieter Simoens

A1 Journal Article in ELECTRONICS

Learning dynamic cognitive map with autonomous navigation

Daria de TinguyTim VerbelenBart Dhoedt

A1 Journal Article in FRONTIERS IN COMPUTATIONAL NEUROSCIENCE

Trieste : efficiently exploring the depths of black-box functions with TensorFlow

V. PichenyJ. BerkelyH. StojicU. GrantaS.W. OberA. ArtemevK. GhaniA. GoodallA. PaleyesS. Vakill et al.

A Dutch financial large language model

Sander NoelsJorne De BlaereTijl De Bie

Event intensity decay with event cameras for efficient object detection

Pieter MeiresoneDavid Van HammeWilfried Philips

Tactile interaction with social robots influences attitudes and behaviour

Qiaoqiao RenTony Belpaeme

A1 Journal Article in INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS

Development and validation of a fully automated tool to quantify 3D foot and ankle alignment using weight-bearing CT

Ide Van den BorreMatthias PeifferRoel HuysentruytManu HuygheJean VervelgheAleksandra PizuricaEmmanuel AudenaertArne Burssens

A1 Journal Article in GAIT & POSTURE

Modeling microwave S-parameters using frequency-scaled rational Gaussian process kernels

Thijs UllrickDirk DeschrijverWim BogaertsTom Dhaene

A hierarchical active inference model of spatial alternation tasks and the hippocampal-prefrontal circuit

Toon Van de MaeleBart DhoedtTim VerbelenGiovanni Pezzulo

A1 Journal Article in NATURE COMMUNICATIONS

Dealing with controversy : an emotion and coping strategy corpus based on role playing

Enrica TroianoSofie LabatMarco Antonio StranisciRossana DamianoViviana PattiRoman Klinger

A multi-task framework with enhanced hierarchical attention for sentiment analysis on Classical Chinese poetry : utilizing information from short lines

Quanqi DuVeronique Hoste

Predicting errors and failures in human-robot interaction from multi-modal temporal data

Ruben JanssensEva VerhelstMathieu De Coster

Representing positional information in generative world models for object manipulation

Stefano FerraroPietro MazzagliaTim VerbelenBart DhoedtS. Rajeswar

RobBERT-2023 : keeping Dutch language models up-to-date at a lower cost thanks to model conversion

Pieter DelobelleFrançois Remy

A2 Journal Article in COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS JOURNAL

Trans-tokenization and cross-lingual vocabulary transfers : language adaptation of LLMs for low-resource NLP

François RemyP. DelobelleH. AvetisyanAlfiya KhabibullinaM. de LhoneuxThomas Demeester

Optimized data transmission for radar-based edge-cloud human activity recognition via quantization

Victor TuytteArash HeidariLorin Werthen-BrabantsTom DhaeneIvo Couckuyt

Optimizing memory footprint for radar-based human activity recognition on resource-constrained devices

Arash HeidariLorin Werthen-BrabantsTom DhaeneIvo Couckuyt

Optimizing scheduling in wireless TSN utilizing genetic algorithms

Jetmir HaxhibeqiriPablo Avila-CamposIngrid MoermanJeroen Hoebeke

Unfolding ADMM for enhanced subspace clustering of hyperspectral images

Xianlu LiNicolas NadisicShaoguang HuangAleksandra Pizurica

Planning with tensor networks based on active inference

Samuel WauthierTim VerbelenBart DhoedtBram Vanhecke

A1 Journal Article in MACHINE LEARNING-SCIENCE AND TECHNOLOGY

Social value alignment in large language models

Giulio Antonio AbboSerena MarchesiAgnieszka WykowskaTony Belpaeme

Optimizing handover in time-sensitive Wi-Fi networks through machine learning

Pablo Avila-CamposJetmir HaxhibeqiriXianjun JiaoIngrid MoermanJeroen Hoebeke

In-band network telemetry-based congestion control algorithm for industrial wireless networks

Ramyashree Venkatesh BhatJetmir HaxhibeqiriIngrid MoermanJeroen Hoebeke

Conformal predictive systems under covariate shift

Jef JonkersGlenn Van WallendaelLuc DuchateauSofie Van Hoecke

Automated particle inspection of continuously freeze-dried products using computer vision

Quentin HervéNusret IpekJan VerwaerenThomas De Beer

A1 Journal Article in INTERNATIONAL JOURNAL OF PHARMACEUTICS

Hyperdimensional computing : a fast, robust, and interpretable paradigm for biological data

Michiel StockWim Van CriekingeDimitri BoeckaertsSteff TaelmanMaxime Van HaeverbekePieter DewulfBernard De Baets

A1 Journal Article in PLOS COMPUTATIONAL BIOLOGY

High-speed deformation prediction in selective laser melting using context-adaptive neural networks

Mathieu VandecasteeleDomenico IusoMilad Hamidi NasabDries VerheesJoaquim SanctorumMohsen NourazarAbdellatif Bey-TemsamaniBrian Booth

Towards trustworthy neural networks for certification by analysis : fuel tank flammability reduction system

P. Van GilsC. OnurI. JojicArash HeidariSebastian Rojas GonzalezLorin Werthen-BrabantsIvo Couckuyt

SCIP : a scalable, reproducible, and open-source pipeline for morphological profiling image cytometry and microscopy data

Maxim LippeveldDaniel PeraltaAndrew FilbyYvan Saeys

A1 Journal Article in CYTOMETRY PART A

Learning temporal task specifications from demonstrations

Mattijs BaertSam LerouxPieter Simoens

Loop closure with a low power millimeter wave radar sensor using an autoencoder

Pieter MeiresoneDavid Van HammeWilfried Philips

Multimodal pedestrian detection based on cross-modality reference search

Wei-Yu LeeLjubomir JovanovWilfried Philips

A1 Journal Article in IEEE SENSORS JOURNAL

Incorporating topological priors into low-dimensional visualizations through topological regularization

Edith HeiterRobin VandaeleTijl De BieYvan SaeysJefrey Lijffijt

A1 Journal Article in IEEE ACCESS

Predicting inference time and energy consumption in deep learning using MLPs

Chengjin LyuMohsen NourazarBart Goossens

A heuristic algorithm using tree decompositions for the maximum happy vertices problem

Louis CarpentierJorik JookenJan Goedgebeur

A1 Journal Article in JOURNAL OF HEURISTICS

A probabilistic treatment of (PO)MDPs with multiplicative reward structure

Adaptive risk-sensitive optimal control with dual features through active inference

Mohammad Mahmoudi FilabadiTom LefebvreGuillaume Crevecoeur

Connecting physical activity with context and motivation : a user study to define variables to integrate into mobile health recommenders

Ine CoppensToon De PessemierLuc Martens

A1 Journal Article in USER MODELING AND USER-ADAPTED INTERACTION

Feedback-based control loop congestion control algorithm for wireless networks

Ramyashree Venkatesh BhatJetmir HaxhibeqiriIngrid MoermanJeroen Hoebeke

A1 Journal Article in IEEE ACCESS

Bayesian optimization of a collimated HPGe detector model for Segmented Gamma Scanning

Victor Jose Casas MolinaEric LaloyBart RogiersTom DhaeneIvo Couckuyt

A1 Journal Article in NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT

Coordinated SR and restricted TWT for time sensitive applications in WiFi 7 networks

Jetmir HaxhibeqiriXianjun JiaoXiaoman ShenChun PanXingfeng JiangJeroen HoebekeIngrid Moerman

A1 Journal Article in IEEE COMMUNICATIONS MAGAZINE

Pattern or artifact? Interactively exploring embedding quality with TRACE

Edith HeiterLiesbet MartensRuth SeurinckMartin GuilliamsTijl De BieYvan SaeysJefrey Lijffijt

TopoLedgerBERT : topological learning of ledger description embeddings using siamese BERT-networks

Sander NoelsSébastien ViaeneTijl De Bie

DepoScope : accurate phage depolymerase annotation and domain delineation using large language models

Robby Concha-ElokoMichiel StockBernard De BaetsYves BriersRafael SanjuánPilar Domingo-CalapDimitri Boeckaerts

A1 Journal Article in PLOS COMPUTATIONAL BIOLOGY

Hyperparameter optimization of two-branch neural networks in multi-target prediction

Dimitrios IliadisMarcel WeverBernard De BaetsWillem Waegeman

A1 Journal Article in APPLIED SOFT COMPUTING

Machine-learning-based prediction of disability progression in multiple sclerosis : an observational, international, multi-center study

Edward De BrouwerThijs BeckerLorin Werthen-BrabantsPieter DewulfDimitrios IliadisCathérine DekeyserGuy LaureysBart Van WijmeerschVeronica PopescuTom Dhaene et al.

A2 Journal Article in PLOS DIGITAL HEALTH

Decomposition and construction of uninorms on the unit interval

Yao OuyangHua-Peng ZhangBernard De Baets

A1 Journal Article in FUZZY SETS AND SYSTEMS

High-speed interpretable representation learning of melt pool signatures in metal additive manufacturing

Mathieu VandecasteeleDries VerheesWilfried PhilipsAbdellatif Bey-TemsamaniBrian Booth

Lower confidence bound for preference selection in interactive multi-objective optimization

Arash HeidariSebastian Rojas GonzalezTom DhaeneIvo Couckuyt

ECGencode : compact and computationally efficient deep learning feature encoder for ECG signals

Lennert BontinckKarel FonteynTom DhaeneDirk Deschrijver

A1 Journal Article in EXPERT SYSTEMS WITH APPLICATIONS

Network- and application-aware adaptive congestion control algorithm

Ramyashree Venkatesh BhatJetmir HaxhibeqiriIngrid MoermanJeroen Hoebeke

A1 Journal Article in JOURNAL OF COMMUNICATIONS AND NETWORKS

End-to-end no-wait scheduling for time-triggered streams in mixed wired-wireless networks

Gourav Prateek SharmaWouter TavernierDidier ColleMario PickavetJetmir HaxhibeqiriJeroen HoebekeIngrid Moerman

A1 Journal Article in JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

Handling veracity of SVM predictions

Marcelo Eduardo Loor RomeroAna Tapia RoseroGuy De Tré

Automatic context selection in explainable support vector machine classification

Marcelo Eduardo Loor RomeroGuy De Tré

Improving deep neural network random initialization through neuronal rewiring

Leonardo ScabiniBernard De BaetsOdemir Martinez Bruno

A1 Journal Article in NEUROCOMPUTING

Few hamiltonian cycles in graphs with one or two vertex degrees

Jan GoedgebeurJorik JookenOn-Hei Solomon LoBen SeamoneCarol Zamfirescu

A1 Journal Article in MATHEMATICS OF COMPUTATION

Label efficient lifelong multi-view broiler detection

Thorsten CardoenSam LerouxPieter Simoens

Unsupervised transfer learning across different data modalities for bearing's speed identification

Diego Nieves AvendanoDirk DeschrijverSofie Van Hoecke

A1 Journal Article in INTERNATIONAL JOURNAL OF ACOUSTICS AND VIBRATION

Mitigating bias using model-agnostic data attribution

Sander De ConinckSam LerouxPieter Simoens

Link prediction in stagewise graphs

Pieter DewulfMichiel StockBernard De Baets

A1 Journal Article in IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Optimisation of the transmitter layout in a VLP system using an aperture-based receiver

José Miguel Menéndez SánchezHeidi Steendam

A1 Journal Article in PHOTONICS

Evaluation of activated sludge settling characteristics from microscopy images with deep convolutional neural networks and transfer learning

Sina BorzooeiLeonardo ScabiniGisele MirandaSaba DaneshgarLukas DeblieckOdemir BrunoPiet De LangheBernard De BaetsIngmar NopensElena Torfs

A1 Journal Article in JOURNAL OF WATER PROCESS ENGINEERING

Context-compensated probabilistic pedestrian detection

Tim WillemsJan AeltermanDavid Van Hamme

Unmixing diffusion for self-supervised hyperspectral image denoising

Haijin ZengJiezhang CaoKai ZhangYongyong ChenHiep LuongWilfried Philips

A deep active learning framework for crack detection in digital images of paintings

Nicolas NadisicYoann ArhantNiels VynckeSebastiaan VerplanckeSrdan LazendicAleksandra Pizurica

Multi-bit, black-box watermarking of deep neural networks in embedded applications

Sam LerouxStijn VanasschePieter Simoens

Test-time specialization of dynamic neural networks

Sam LerouxD KatareA.Y. DingPieter Simoens

Spotless, a reproducible pipeline for benchmarking cell type deconvolution in spatial transcriptomics

Chananchida Sang-aramRobin BrowaeysRuth SeurinckYvan Saeys

A1 Journal Article in ELIFE

No more mumbles : enhancing robot intelligibility through speech adaptation

Qiaoqiao RenYuanbo HouDick BotteldoorenTony Belpaeme

A1 Journal Article in IEEE ROBOTICS AND AUTOMATION LETTERS

Rapid and non-destructive microbial quality prediction of fresh pork stored under modified atmospheres by using selected-ion flow-tube mass spectrometry and machine learning

Linyun ChenLotta KuulialaMariem Somrani AchouriChristophe WalgraeveKristof DemeestereBernard De BaetsFrank Devlieghere

A1 Journal Article in MEAT SCIENCE

Committing to the wrong artificial delegate in a collective-risk dilemma is better than directly committing mistakes

Inês TerruchaElias Fernandez DomingosPieter SimoensTom Lenaerts

A1 Journal Article in SCIENTIFIC REPORTS

Evaluating feature attribution methods in the image domain

Arne GevaertAxel-Jan RousseauThijs BeckerDirk ValkenborgTijl De BieYvan Saeys

A1 Journal Article in MACHINE LEARNING

A comparison of machine learning methods for predicting the direction of the US stock market on the basis of volatility indices

Giovanni CampisiSilvia MuzzioliBernard De Baets

A1 Journal Article in INTERNATIONAL JOURNAL OF FORECASTING

Prediction of Klebsiella phage-host specificity at the strain level

Dimitri BoeckaertsMichiel StockCelia Ferriol-GonzálezJesús Oteo-IglesiasRafael SanjuánPilar Domingo-CalapBernard De BaetsYves Briers

A1 Journal Article in NATURE COMMUNICATIONS

Efficient cytometry analysis with FlowSOM in Python boosts interoperability with other single-cell tools

Artuur CouckuytBenjamin RombautYvan SaeysSofie Van Gassen

A1 Journal Article in BIOINFORMATICS

EmoProgress : cumulated emotion progression analysis in dreams and customer service dialogues

Eileen WemmerSofie LabatRoman Klinger

Integrated barometric pressure sensors on legged robots for enhanced tactile exploration of edges

Thijs Van HauwermeirenAnatolii SianovAnnelies CoeneGuillaume Crevecoeur

A1 Journal Article in IEEE ROBOTICS AND AUTOMATION LETTERS

Privacy-preserving visual analysis : training video obfuscation models without sensitive labels

Sander De ConinckWei-Cheng WangSam LerouxPieter Simoens

A1 Journal Article in APPLIED INTELLIGENCE

Exploring the performance of continuous-time dynamic link prediction algorithms

Raphaël RomeroMaarten BuylTijl De BieJefrey Lijffijt

A1 Journal Article in APPLIED SCIENCES-BASEL

FAIRRET : a framework for differentiable fairness regularization terms

Maarten BuylMarybeth DefranceTijl De Bie

Sample size effect on musculoskeletal segmentation : how low can we go?

Roel HuysentruytIde Van den BorreSrdan LazendicKate DuquesneAline Van OevelenJing LIArne BurssensAleksandra PizuricaEmmanuel Audenaert

A1 Journal Article in ELECTRONICS

KamerRaad : enhancing information retrieval in Belgian national politics through hierarchical summarization and conversational interfaces

Alexander RogiersMaarten BuylBo KangTijl De Bie

On the representation of internal uninorms on a bounded lattice

Yao OuyangHua-Peng ZhangZhudeng WangBernard De Baets

A1 Journal Article in FUZZY SETS AND SYSTEMS

A novel hardware efficient design for IEEE 802.11ax compliant OFDMA transceiver

Muhammad AslamXianjun JiaoWei LiuMichael MehariThijs HavingaIngrid Moerman

A1 Journal Article in COMPUTER COMMUNICATIONS

Revisiting clustering for efficient unsupervised dialogue structure induction

Maarten De RaedtFréderic GodinChris DevelderThomas Demeester

A1 Journal Article in APPLIED INTELLIGENCE

A challenge-based survey of e-recruitment recommendation systems

Yoosof MashayekhiNan LiBo KangJefrey LijffijtTijl De Bie

A1 Journal Article in ACM COMPUTING SURVEYS

Bayesian cell therapy process optimization

Evan ClaesTommy HeckKathleen CoddensMaarten SonnaertJan SchrootenJan Verwaeren

A1 Journal Article in BIOTECHNOLOGY AND BIOENGINEERING

A UWB-ego-motion particle filter for indoor pose estimation of a ground robot using a moving horizon hypothesis

Yuri DurodieThomas DecosterBen Van HerbruggenJono Vanhie-Van GerwenEli De PoorterAdrian MunteanuBram Vanderborght

A1 Journal Article in SENSORS

Coordinated spatial reuse for WiFi networks : a centralized approach

Jetmir HaxhibeqiriXianjun JiaoX. ShenC. PanX. JiangJeroen HoebekeIngrid Moerman

Scalable job recommendation with lower congestion using optimal transport

Yoosof MashayekhiBo KangJefrey LijffijtTijl De Bie

A1 Journal Article in IEEE ACCESS

Uncertainty-aware single-cell annotation with a hierarchical reject option

Lauren TheunissenThomas MortierYvan SaeysWillem Waegeman

A1 Journal Article in BIOINFORMATICS

FEIR : quantifying and reducing envy and inferiority for fair recommendation of limited resources

Nan LiBo KangJefrey LijffijtTijl De Bie

A1 Journal Article in ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

Multi-modal language models for human-robot interaction

Ruben Janssens[missing] Assoc Computing Machinery

A holistic approach to the composition of ternary relations

Hamza BoughambouzLemnaouar ZedamBernard De Baets

A1 Journal Article in COMPUTATIONAL & APPLIED MATHEMATICS

Unlocking mobility for Wi-Fi-based wireless time-sensitive networks

Pablo Avila-CamposJetmir HaxhibeqiriXianjun JiaoBen Van HerbruggenIngrid MoermanJeroen Hoebeke

A1 Journal Article in IEEE ACCESS

Surrogate-assisted evolutionary algorithm for the calibration of distributed hydrological models based on two-dimensional shallow water equations

Juan Fernando Farfán DuránArash HeidariTom DhaeneIvo CouckuytLuis Cea

A1 Journal Article in WATER

Adaptive second language tutoring using generative AI and a social robot

Eva VerhelstRuben JanssensThomas DemeesterTony Belpaeme[missing] Assoc Computing Machinery

Cooperative scene-event modelling for acoustic scene classification

Yuanbo HouBo KangAndrew MitchellWenwu WangJian KangDick Botteldooren

A1 Journal Article in IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

Learning safety constraints from demonstration using one-class decision trees

Mattijs BaertSam LerouxPieter Simoens

A framework for tracing timber following the Ukraine invasion

Thomas MortierJakub TruszkowskiMarigold NormanMarkus BonerBogdan BuligaCaspar ChaterHenry JenningsJade SaundersRosie SibleyAlexandre Antonelli et al.

A1 Journal Article in NATURE PLANTS

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

Inês TerruchaElias Fernandez DomingosFrancisco C. SantosPieter SimoensTom Lenaerts

A1 Journal Article in PLOS ONE

Impactless association methods for wi-fi based time-sensitive networks

Pablo Avila-CamposJetmir HaxhibeqiriIngrid MoermanXianjun JiaoJeroen Hoebeke

A1 Journal Article in WIRELESS NETWORKS

Combining high-throughput imaging in visible and SWIR wavelengths for in-situ porosity prediction in laser powder bed fusion

Ayyoub AharMathieu VandecasteeleBrian BoothKurt De GraveDries VerheesWilfried PhilipsAbdellatif Bey-Temsamani

PCGen : a fully parallelizable point cloud generative model

Nicolas VerchevalRemco RoyenAdrian MunteanuAleksandra Pizurica

A1 Journal Article in SENSORS

A novel day-ahead regional and probabilistic wind power forecasting framework using deep CNNs and conformalized regression forests

Jef JonkersDiego Nieves AvendanoGlenn Van WallendaelSofie Van Hoecke

A1 Journal Article in APPLIED ENERGY

A comparison of embedding aggregation strategies in drug-target interaction prediction

Dimitrios IliadisBernard De BaetsTapio PahikkalaWillem Waegeman

A1 Journal Article in BMC BIOINFORMATICS

Spatial and temporal hierarchy for autonomous navigation using active inference in minigrid environment

Daria de TinguyToon Van de MaeleTim VerbelenBart Dhoedt

A1 Journal Article in ENTROPY

Lens flare-aware detector in autonomous driving

Shanxing MaJan Aelterman

Understanding skin color bias in deep learning-based skin lesion segmentation

Marin BenčevićMarija HabijanIrena GalićDanilo BabinAleksandra Pizurica

A1 Journal Article in COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Multi-objective constrained robust design of a metamaterial vibration isolator with a limited budget

Hua WeiQi ZhouTom DhaeneIvo Couckuyt

A1 Journal Article in JOURNAL OF ENGINEERING DESIGN

Few-shot out-of-scope intent classification : analyzing the robustness of prompt-based learning

Yiwei JiangMaarten De RaedtJohannes DeleuThomas DemeesterChris Develder

A1 Journal Article in APPLIED INTELLIGENCE

Bayesian multi-objective optimization of process design parameters in constrained settings with noise : an engineering design application

Alejandro Morales HernándezSebastian Rojas GonzalezInneke Van NieuwenhuyseIvo CouckuytJeroen JordensMaarten WittersBart Van Doninck

A1 Journal Article in ENGINEERING WITH COMPUTERS

Inherent limitations of AI fairness

Maarten BuylTijl De Bie

A1 Journal Article in COMMUNICATIONS OF THE ACM

Dual regularized policy updating and shiftpoint detection for automated deployment of reinforcement learning controllers on industrial mechatronic systems

Victor VantilborghTom StaessensWannes De GrooteGuillaume Crevecoeur

A1 Journal Article in CONTROL ENGINEERING PRACTICE

KeyCLD : learning constrained Lagrangian dynamics in keypoint coordinates from images

Rembert DaemsJeroen TaetsFrancis wyffelsGuillaume Crevecoeur

A1 Journal Article in NEUROCOMPUTING

Data-driven surrogate modeling for the flammability reduction system

Arash HeidariLorin Werthen-BrabantsTom DhaeneIvo CouckuytC. OnurP. Van GilsI. Jojic

An introduction to adversarially robust deep learning

Jonathan PeckBart GoossensYvan Saeys

A1 Journal Article in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Cheap-expensive multi-objective Bayesian optimization for permanent magnet synchronous motor design

Nasrulloh Ratu Bagus Satrio LokaMohamed IbrahimIvo CouckuytInneke Van NieuwenhuyseTom Dhaene

A1 Journal Article in ENGINEERING WITH COMPUTERS

GREASE : graph imbalance reduction by adding sets of edges

Yoosof MashayekhiBo KangJefrey LijffijtTijl De Bie

A1 Journal Article in IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

EmoTwiCS : a corpus for modelling emotion trajectories in Dutch customer service dialogues on Twitter

Sofie LabatThomas DemeesterVeronique Hoste

A1 Journal Article in LANGUAGE RESOURCES AND EVALUATION

Out-of-sample R2 : estimation and inference

Stijn HawinkelWillem WaegemanSteven Maere

A1 Journal Article in AMERICAN STATISTICIAN

Data-driven virtual sensing for probabilistic condition monitoring of solenoid valves

Victor VantilborghTom LefebvreKerem EryilmazGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

Distributed subweb specifications for traversing the web

Bart BogaertsBas KetsmanYounes ZeboudjHeba AamerRuben TaelmanRuben Verborgh

A1 Journal Article in THEORY AND PRACTICE OF LOGIC PROGRAMMING

Tensor completion using bilayer multimode low-rank prior and total variation

Haijin ZengShaoguang HuangYongyong ChenSheng LiuHiep LuongWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

Learning to reuse distractors to support multiple choice question generation in education

Semere Kiros BitewAmir HadifarLucas SterckxJohannes DeleuChris DevelderThomas Demeester

A1 Journal Article in IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES

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