Research Explorer

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Researcher

Pieter Simoens

Publications & Research Data

Awards & Distinctions

237 Results

2026

From pixels to behaviour : towards automated broiler welfare assessment through computer vision

Thorsten CardoenPieter SimoensSam Leroux

Interactionless inverse reinforcement learning : a data-centric framework for durable alignment

Elias MalomgréPieter Simoens

Privacy-preserving computer vision for industry : three case studies in human-centric manufacturing

Sander De ConinckE GambaB Van DoninckA Bey-TemsamaniSam LerouxPieter Simoens

Securing workers and workspaces : contextual privacy for vision-based ergonomics

Sander De ConinckEmilio GambaBart Van DoninckAbdellatif Bey-TemsamaniThorsten CardoenSam LerouxPieter Simoens

A1 Journal Article in COMPUTER VISION AND IMAGE UNDERSTANDING

2025

Adaptive clustering for efficient Phenotype segmentation of UAV hyperspectral data

Ciem CornelissenSam LerouxPieter Simoens

Behavioral Dynamics and Movement Patterns in Broilers Captured by Multi-Camera Tracking System

Patricia Soster de CarvalhoThorsten CardoenCamila Lopes CarvalhoSam LerouxImad KhanBassem KhalfiAna Martos Martinez-CajaFrank TuyttensMaarten De GussemPieter Simoens et al.

Big broiler : a temporal action segmentation and tracking dataset

Thorsten CardoenPatricia Soster de CarvalhoCamila Lopes CarvalhoGunther AntonissenFrank TuyttensSam LerouxPieter Simoens

Cognitive effort in the two-step task : an active inference drift-diffusion model approach

Alvaro Garrido PerezViktor LemoineAmrapali PednekarYara KhalufPieter Simoens

Designing swarm intelligence for the conservation of animal collectives : a step towards animal-robot societies

Stef Van HavermaetPieter SimoensYara Khaluf

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

Emergent time-keeping mechanisms in a deep reinforcement learning agent performing an interval timing task

Amrapali PednekarAlvaro Garrido PerezPieter SimoensYara Khaluf

Enabling privacy-aware AI-based ergonomic analysis

Sander De ConinckEmilio GambaBart Van DoninckAbdellatif Bey-TemsamaniSam LerouxPieter Simoens

Exploring correlated facial attributes in text-to-image models : unintended consequences in synthetic face generation

Sander De ConinckSam LerouxPieter Simoens

In-field mapping of grape yield and quality with illumination-invariant deep learning

Ciem CornelissenSander De ConinckAxel WillekensSam LerouxPieter Simoens

A1 Journal Article in IEEE INTERNET OF THINGS JOURNAL

Learning symbolic representations from demonstration for interpretable agent behavior

Mattijs BaertPieter SimoensSam Leroux

Learning task specifications from demonstrations as probabilistic automata

Mattijs BaertSam LerouxPieter Simoens

Maximum causal entropy inverse constrained reinforcement learning

Mattijs BaertPietro MazzagliaSam LerouxPieter Simoens

A1 Journal Article in MACHINE LEARNING

Mixture of autoencoder experts guidance using unlabeled and incomplete data for exploration in reinforcement learning

Elias MalomgréPieter Simoens

Modulation of temporal decision-making in a deep reinforcement learning agent under the dual-task paradigm

Amrapali PednekarAlvaro Garrido PerezYara KhalufPieter Simoens

Multi-camera detection and tracking for individual broiler monitoring

Thorsten CardoenPatricia Soster de CarvalhoGunther AntonissenFrank A. M. TuyttensSam LerouxPieter Simoens

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Reward machine inference for robotic manipulation

Mattijs BaertSam LerouxPieter Simoens

Reward machine inference for robotic manipulation

Mathijs BaertElias MalomgréSam LerouxPieter Simoens

Source-free model transferability assessment for smart surveillance via randomly initialized networks

Wei-Cheng WangSam LerouxPieter Simoens

A1 Journal Article in SENSORS

Transferable and privacy-friendly deep learning techniques for audio-visual urban surveillance : from lab to street

Wei-Cheng WangPieter SimoensSam Leroux

2024

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

Computational modelling of time perception predictors and modulators

Pieter SimoensYara Khaluf

Cyclic Action Graphs for goal recognition problems with inaccurately initialised fluents

Helen HarmanPieter Simoens

A1 Journal Article in KNOWLEDGE AND INFORMATION SYSTEMS

Delegation of conflict-of-interest decisions to autonomous agents

Inês TerruchaPieter SimoensTom Lenaerts

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

Sam LerouxPieter Simoens

A1 Journal Article in ELECTRONICS

Label efficient lifelong multi-view broiler detection

Thorsten CardoenSam LerouxPieter Simoens

Learning safety constraints from demonstration using one-class decision trees

Mattijs BaertSam LerouxPieter Simoens

Learning temporal task specifications from demonstrations

Mattijs BaertSam LerouxPieter Simoens

Mitigating bias using model-agnostic data attribution

Sander De ConinckSam LerouxPieter Simoens

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

Sam LerouxStijn VanasschePieter Simoens

Multi-stage task specification learning from demonstration

Mattijs BaertSam LerouxPieter Simoens

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

Sander De ConinckWei-Cheng WangSam LerouxPieter Simoens

A1 Journal Article in APPLIED INTELLIGENCE

Reactive shepherding along a dynamic path

Stef Van HavermaetYara KhalufPieter Simoens

A1 Journal Article in SCIENTIFIC REPORTS

Revisiting edge AI : opportunities and challenges

Tobias MeuserLauri LovenMonowar BhuyanShishir G. PatilSchahram DustdarAtakan AralSuzan BayhanChristian BeckerEyal de LaraAaron Yi Ding et al.

A1 Journal Article in IEEE INTERNET COMPUTING

Test-time specialization of dynamic neural networks

Sam LerouxD KatareA.Y. DingPieter Simoens

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

2023

Delegation to autonomous agents : a key to overcome past failure and focus on the collective target ahead

Inês TerruchaE. F. DomingosR. SuchonF. C. SantonPieter SimoensT. Lenaerts

Inverse reinforcement learning through logic constraint inference

Mattijs BaertSam LerouxPieter Simoens

A1 Journal Article in MACHINE LEARNING

Learning logic constraints from demonstration

Mattijs BaertSam LerouxPieter Simoens

Sparse random neural networks for online anomaly detection on sensor nodes

Sam LerouxPieter Simoens

A1 Journal Article in FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

Steering herds away from dangers in dynamic environments

Stef Van HavermaetPieter SimoensTim LandgrafYara Khaluf

A1 Journal Article in ROYAL SOCIETY OPEN SCIENCE

The duplication of genomes and genetic networks and its potential for evolutionary adaptation and survival during environmental turmoil

Mehrshad EbadiQuinten BafortEshchar MizrachiP. AudenaertPieter SimoensMarc Van MontaguDries BonteYves Van de Peer

A1 Journal Article in PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The effect of rapport on delegation to virtual agents

Ningyuan SunJean BotevPieter Simoens

To avoid collective disasters, it is better to commit to a flawed AI than to commit the errors ourselves

Inês TerruchaElias DomingosPieter SimoensTom Lenaerts

2022

An adaptive metric model for collective motion structures in dynamic environments

Stef Van HavermaetPieter SimoensYara Khaluf

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

Automated training of location-specific edge models for traffic counting

Sam LerouxBo LiPieter Simoens

A1 Journal Article in COMPUTERS & ELECTRICAL ENGINEERING

Foraging behaviour and patch size distribution jointly determine population dynamics in fragmented landscapes

Johannes NautaPieter SimoensYara KhalufRicardo Martinez-Garcia

A1 Journal Article in JOURNAL OF THE ROYAL SOCIETY INTERFACE

Group size and resource fractality drive multimodal search strategies : a quantitative analysis on group foraging

Johannes NautaPieter SimoensYara Khaluf

A1 Journal Article in PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Iterative neural networks for adaptive inference on resource-constrained devices

Sam LerouxTim VerbelenPieter SimoensBart Dhoedt

A1 Journal Article in NEURAL COMPUTING & APPLICATIONS

Iterative online 3D reconstruction from RGB images

Thorsten CardoenSam LerouxPieter Simoens

A1 Journal Article in SENSORS

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

Sam LerouxBo LiPieter Simoens

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

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

The interplay between resource distributions and optimal foraging behavior : from individuals to populations

Johannes NautaPieter SimoensYara Khaluf

The value of measuring uncertainty in neural networks in dermoscopy

Pieter Van MolleLieve BrochezTim VerbelenCedric De BoomBert VankeirsbilckEvelien VerhaegheSofie MyllePieter SimoensBart Dhoedt

A1 Journal Article in JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY

Theory of mind and delegation to robotic virtual agents

Ningyuan SunJean BotevYara KhalufPieter Simoens

TinyMLOps : operational challenges for widespread edge AI adoption

Sam LerouxPieter SimoensMeelis LootusKartik ThakoreAkshay Sharma

2021

Bayesian inverse reinforcement learning for strategy extraction in the iterated prisoner's dilemma game

Matthias CamiInês TerruchaYara KhalufPieter Simoens

ChronoPilot : modulating time perception

J. BotevK. DrewingH. HamannYara KhalufPieter SimoensA. Vatakis

Data-efficient sensor upgrade path using knowledge distillation

Pieter Van MolleCedric De BoomTim VerbelenBert VankeirsbilckJonas De VylderBart DiricxPieter SimoensBart Dhoedt

A1 Journal Article in SENSORS

Decoupled appearance and motion learning for efficient anomaly detection in surveillance video

Bo LiSam LerouxPieter Simoens

A1 Journal Article in COMPUTER VISION AND IMAGE UNDERSTANDING

From proximity to complexity : impact of network topology in dynamic collective AI

Ilja RauschPieter SimoensYara Khaluf

Intelligent frame selection as a privacy-friendlier alternative to face recognition

Mattijs BaertSam LerouxPieter Simoens

Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks

Pieter Van MolleTim VerbelenBert VankeirsbilckJonas De VylderBart DiricxTom KimpePieter SimoensBart Dhoedt

A1 Journal Article in NEURAL COMPUTING & APPLICATIONS

No more hand-tuning rewards : masked constrained policy optimization for safe reinforcement learning

Stef Van HavermaetYara KhalufPieter Simoens

Resource ephemerality influences effectiveness of altruistic behavior in collective foraging

Johannes NautaYara KhalufPieter Simoens

A1 Journal Article in SWARM INTELLIGENCE

2020

Action graphs for goal recognition problems with inaccurate initial states

Helen HarmanPieter Simoens

Action graphs for proactive robot assistance in smart environments

Helen HarmanPieter Simoens

A1 Journal Article in JOURNAL OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS

Adaptive foraging in dynamic environments using scale-free interaction networks

Ilja RauschPieter SimoensYara Khaluf

A2 Journal Article in FRONTIERS IN ROBOTICS AND AI

An artificial intelligence-based collaboration approach in industrial IoT manufacturing : key concepts, architectural extensions and potential applications

Panagiotis TrakadasPieter SimoensPanagiotis GkonisLambros SarakisAngelos AngelopoulosAlfonso P. Ramallo-GonzalezAntonio SkarmetaChristos TrochoutsosDaniel CalvoTomas Pariente et al.

A1 Journal Article in SENSORS

Collective decision-making on triadic graphs

Ilja RauschYara KhalufPieter Simoens

Construction task allocation through the collective perception of a dynamic environment

Yara KhalufM. AllwrightIlja RauschPieter SimoensM. Dorigo

Enhanced foraging in robot swarms using collective Lévy walks

Johannes NautaStef Van HavermaetPieter SimoensYara Khaluf

Facilitating the analysis of COVID-19 literature through a knowledge graph

Bram SteenwinckelGilles VandewieleIlja RauschPieter HeyvaertRuben TaelmanPieter ColpaertPieter SimoensAnastasia DimouFilip De TurckFemke Ongenae

Generating symbolic action definitions from pairs of images : applied to solving towers of Hanoi

Helen HarmanPieter Simoens

Hybrid foraging in patchy environments using spatial memory

Johannes NautaYara KhalufPieter Simoens

A1 Journal Article in JOURNAL OF THE ROYAL SOCIETY INTERFACE

Learning robots to grasp by demonstration

Elias De ConinckTim VerbelenPieter Van MollePieter SimoensBart Dhoedt

A1 Journal Article in ROBOTICS AND AUTONOMOUS SYSTEMS

Memory induced aggregation in collective foraging

Johannes NautaPieter SimoensYara Khaluf

Modeling the influence of social feedback on altruism using multi-agent systems

Ilja RauschJohannes NautaPieter SimoensYara Khaluf

On the feasibility of using current data centre infrastructure for latency-sensitive applications

David GriffinTruong Khoa PhanElise MainiMiguel RioPieter Simoens

A1 Journal Article in IEEE TRANSACTIONS ON CLOUD COMPUTING

Service-oriented internet architectures for scalable multi-site cloud applications

Piet SmetBart DhoedtPieter Simoens

Symbolic artificial intelligence techniques to facilitate proactive robot assistance

Helen HarmanPieter SimoensBart Dhoedt

Training binary neural networks with knowledge transfer

Sam LerouxBert VankeirsbilckTim VerbelenPieter SimoensBart Dhoedt

A1 Journal Article in NEUROCOMPUTING

2019

A study on confidence in classification of skin lesions by deep neural networks

Pieter Van MolleTim VerbelenBert VankeirsbilckSofie MylleEvelien VerhaegheLieve BrochezJonas De VylderBart DiricxPieter SimoensBart Dhoedt

A study on confidence in classification of skin lesions by deep neural networks

Pieter Van MolleTim VerbelenBert VankeirsbilckSofie MylleEvelien VerhaegheLieve BrochezJonas De VylderBart DiricxPieter SimoensBart Dhoedt

A tale of three systems : case studies on the application of architectural tactics for cyber-foraging

Grace LewisPatricia LagoSebastian EcheverriaPieter Simoens

A1 Journal Article in FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

Action graphs for performing goal recognition design on human-inhabited environments

Helen HarmanPieter Simoens

A1 Journal Article in SENSORS

Adaptieve diepe neurale architecturen voor efficiënte dataverwerking op sensorknopen

Sam LerouxBart DhoedtPieter Simoens

Applying scale-invariant dynamics to improve consensus achievement of agents in motion

Ilja RauschYara KhalufPieter Simoens

Assessing uncertainty for computer assisted skin lesion diagnosis

Pieter Van MolleTim VerbelenBert VankeirsbilckSofie MylleEvelien VerhaegheLieve BrochezJonas De VylderBart DiricxPieter SimoensBart Dhoedt

Asynchronous spiking neurons, the natural key to exploit temporal sparsity

Amirreza YousefzadehMina A. KhoeiSahar HoseiniPriscila Cavalcante HolandaSam LerouxOrlando MoreiraJonathan TapsonBart DhoedtPieter SimoensTeresa Serrano-Gotarredona et al.

A1 Journal Article in IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

Bayesian policy selection using active inference

Ozan CatalJohannes NautaTim VerbelenPieter SimoensBart Dhoedt

Coherent collective behaviour emerging from decentralised balancing of social feedback and noise

Ilja RauschAndreagiovanni ReinaPieter SimoensYara Khaluf

A1 Journal Article in SWARM INTELLIGENCE

Collective sampling of environmental features under limited sampling budget

Yara KhalufPieter Simoens

A1 Journal Article in JOURNAL OF COMPUTATIONAL SCIENCE

Conversion of synchronous artificial neural network to asynchronous spiking neural network using sigma-delta quantization

Amirreza YousefzadehSahar HoseiniPriscila Cavalcante HolandaSam LerouxThilo WernerTeresa Serrano-GotarredonaBernabe Linares BarrancoBart DhoedtPieter Simoens

Distributed computing platforms for efficient execution of complex AI-tasks enabling industry 4.0

Elias De ConinckBart DhoedtPieter Simoens

Learning to grasp arbitrary household objects from a single demonstration

Elias De ConinckTim VerbelenPieter Van MollePieter SimoensBart Dhoedt

Local ant system for allocating robot swarms to time-constrained tasks

Yara KhalufSeppe VanheePieter Simoens

A1 Journal Article in JOURNAL OF COMPUTATIONAL SCIENCE

Multi-fidelity deep neural networks for adaptive inference in the internet of multimedia things

Sam LerouxSteven BohezElias De ConinckPieter Van MolleBert VankeirsbilckTim VerbelenPieter SimoensBart Dhoedt

A1 Journal Article in FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

Pro-active positioning of a social robot intervening upon behavioral disturbances of persons with dementia in a smart nursing home

Johannes NautaChristof MahieuChristophe MichielsFemke OngenaeFemke De BackereFilip De TurckYara KhalufPieter Simoens

A1 Journal Article in COGNITIVE SYSTEMS RESEARCH

Quantifying uncertainty of deep neural networks in skin lesion classification

Pieter Van MolleTim VerbelenCedric De BoomBert VankeirsbilckJonas De VylderBart DiricxTom KimpePieter SimoensBart Dhoedt

Robot assistance in dynamic smart environments : a hierarchical continual planning in the Now framework

Helen HarmanKeshav ChintamaniPieter Simoens

A1 Journal Article in SENSORS

Scale-free features in collective robot foraging

Ilja RauschYara KhalufPieter Simoens

A1 Journal Article in APPLIED SCIENCES-BASEL

Semantics-based platform for context-aware and personalized robot interaction in the internet of robotic things

Christof MahieuFemke OngenaeFemke De BackerePieter BonteFilip De TurckPieter Simoens

A1 Journal Article in JOURNAL OF SYSTEMS AND SOFTWARE

Solving navigation-based goal recognition design problems with action graphs

Helen HarmanPieter Simoens

The neglected pieces of designing collective decision-making processes

Yara KhalufPieter SimoensHeiko Hamann

A2 Journal Article in FRONTIERS IN ROBOTICS AND AI

Using the Ornstein-Uhlenbeck process for random exploration

Johannes NautaYara KhalufPieter Simoens

2018

Action trees for scalable goal recognition in robotic applications

Helen HarmanKeshav ChintamaniPieter Simoens

Collective Lévy walk for efficient exploration in unknown environments

Yara KhalufStef Van HavermaetPieter Simoens

DIANNE: a modular framework for designing, training and deploying deep neural networks on heterogeneous distributed infrastructure

Elias De ConinckSteven BohezSam LerouxTim VerbelenBert VankeirsbilckPieter SimoensBart Dhoedt

A1 Journal Article in JOURNAL OF SYSTEMS AND SOFTWARE

Docker Layer Placement for On-Demand Provisioning of Services on Edge Clouds

Piet SmetBart DhoedtPieter Simoens

A1 Journal Article in IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT

Fingerprinting encrypted network traffic types using machine learning

Sam LerouxSteven BohezPieter-Jan MaenhautNathan MeheusPieter SimoensBart Dhoedt

IamNN : iterative and adaptive mobile neural network for efficient image classification

Sam LerouxPieter SimoensBart DhoedtP. MolchanovT. BreuelJ. Kautz

Learning to Grasp from a single demonstration

Pieter Van MolleTim VerbelenElias De ConinckCedric De BoomPieter SimoensBart Dhoedt

Privacy aware offloading of deep neural networks

Sam LerouxTim VerbelenPieter SimoensBart Dhoedt

Robot navigation using a variational dynamics model for state estimation and robust control

Steven BohezTim VerbelenSam LerouxElias De ConinckBert VankeirsbilckPieter SimoensBart Dhoedt

The crowd as a cameraman : on-stage display of crowdsourced mobile video at large-scale events

Steven BohezGlenn DaneelsLander Van HerzeeleNiels Van KetsSam DecrockMatthias De GeyterGlenn Van WallendaelPeter LambertBart DhoedtPieter Simoens et al.

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

The impact of interaction models on the coherence of collective decision-making : a case study with simulated locusts

Yara KhalufIlja RauschPieter Simoens

The internet of robotic things : a review of concept, added value and applications

Pieter SimoensMauro DragoneAlessandro Saffiotti

A1 Journal Article in INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS

Visualizing convolutional neural networks to improve decision support for skin lesion classification

Pieter Van MolleMiguel De StrooperTim VerbelenBert VankeirsbilckPieter SimoensBart Dhoedt

2017

Architecture for incorporating internet-of-things sensors and actuators into robot task planning in dynamic environments

Helen HarmanKeshav ChintamaniPieter Simoens

Cloudlet-based just-in-time indexing of IoT video

M. SatyanarayananP.B. GibbonsL. MummertP. PillaiPieter SimoensR. Sukthankar

Decoupled learning of environment characteristics for safe exploration

Pieter Van MolleTim VerbelenSteven BohezSam LerouxPieter SimoensBart Dhoedt

Internet of robotic things : converging sensing/actuating, hypoconnectivity, artificial intelligence and IoT Platforms

O VermesanA BröringE TragosM SerranoD BacciuS ChessaC GallicchioA. MicheliM DragoneA Saffiotti et al.

Bookchapter in Cognitive hyperconnected digital transformation : internet of things intelligence evolution

Interoperability for industrial cyber-physical systems : an approach for legacy systems

Omid GivehchiKlaus LandsdorfPieter SimoensArmando Walter Colombo

A1 Journal Article in IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

Personalized robotic intervention strategy by using semantics for people with dementia in nursing homes

Femke OngenaeFemke De BackereChristof MahieuStijn De PestelJelle NelisPieter SimoensFilip De Turck

Scale invariance in natural and artificial collective systems : a review

Yara KhalufEliseo FerrantePieter SimoensCristian Huepe

A1 Journal Article in JOURNAL OF THE ROYAL SOCIETY INTERFACE

Scheduling access to shared space in multi-robot systems

Yara KhalufC MarkarianPieter SimoensA Reina

Sensor fusion for robot control through deep reinforcement learning

Steven BohezTim VerbelenElias De ConinckBert VankeirsbilckPieter SimoensBart Dhoedt

Service-centric networking for distributed heterogeneous clouds

Pieter SimoensDavid GriffinElisa MainiT. Khoa PhanMiguel RioLuc VermoesenFrederik VandeputteFolker SchamelDariusz Burstzynowski

A1 Journal Article in IEEE COMMUNICATIONS MAGAZINE

The cascading neural network : building the Internet of Smart Things

Sam LerouxSteven BohezElias De ConinckTim VerbelenBert VankeirsbilckPieter SimoensBart Dhoedt

A1 Journal Article in KNOWLEDGE AND INFORMATION SYSTEMS

Transfer learning with binary neural networks

Sam LerouxSteven BohezTim VerbelenBert VankeirsbilckPieter SimoensBart Dhoedt

2016

Dynamic auto-scaling and scheduling of deadline constrained service workloads on IaaS clouds

Elias De ConinckTim VerbelenBert VankeirsbilckSteven BohezPieter SimoensBart Dhoedt

A1 Journal Article in JOURNAL OF SYSTEMS AND SOFTWARE

Efficiency Evaluation of Character-level RNN Training Schedules

Cedric De BoomSam LerouxSteven BohezPieter SimoensThomas DemeesterBart Dhoedt

Exploring the potential of combining smart glasses and consumer-grade EEG/EMG headsets for controlling IoT appliances in the smart home

E De BuyserElias De ConinckBart DhoedtPieter Simoens

Internet of robotic things : context-aware and personalized interventions of assistive social robots

Pieter SimoensChristof MahieuFemke OngenaeFemke De BackereStijn De PestelJelle NelisFilip De TurckSA ElpramaK KilpiC Jewell et al.

Lazy evaluation of convolutional filters

Sam LerouxSteven BohezCedric De BoomElias De ConinckTim VerbelenBert VankeirsbilckPieter SimoensBart Dhoedt

Middleware platform for distributed applications incorporating robots, sensors and the cloud

Elias De ConinckSteven BohezSam LerouxTim VerbelenBert VankeirsbilckBart DhoedtPieter Simoens

Mobile device power models for energy efficient dynamic offloading at runtime

Farhan Azmat AliPieter SimoensTim VerbelenPiet DemeesterBart Dhoedt

A1 Journal Article in JOURNAL OF SYSTEMS AND SOFTWARE

Multi-fidelity Matryoshka neural networks for constrained IoT devices

Sam LerouxSteven BohezElias De ConinckTim VerbelenBert VankeirsbilckPieter SimoensBart Dhoedt

On-demand provisioning of long-tail services in distributed clouds

Piet SmetBart DhoedtPieter Simoens

Opportunities to use robots to alleviate behavioral disturbances of nursing home residents

Shirley ElpramaK. KilpiCharlotte JewellFemke OngenaeFemke De BackereFilip De TurckPieter SimoensAn Jacobs

Personalized robot interactions to intercept behavioral disturbances of people with dementia

Femke OngenaeFemke De BackereJelle NelisStijn De PestelChristof MahieuS ElpramaC JewellA JacobsPieter SimoensFilip De Turck

QuLa: service selection and forwarding table population in service-centric networking using real-life topologies

Piet SmetBart DhoedtPieter Simoens

Service oriented interactive media (SOIM) engines enabled by optimized resource sharing

M AlyM FrankeM KretzF SchamelPieter Simoens

2015

Challenges for orchestration and instance selection of composite services in distributed edge clouds

Pieter SimoensLander Van HerzeeleF VandeputteL Vermoessen

Cloudlet-based large-scale 3D reconstruction using real-time data from mobile depth cameras

Steven BohezJ CouvreurBart DhoedtPieter Simoens

DIANNE: Distributed artificial neural networks for the internet of things

Elias De ConinckTim VerbelenBert VankeirsbilckSteven BohezSam LerouxPieter Simoens

Discrete-event simulation for efficient and stable resource allocation in collaborative mobile cloudlets

Steven BohezTim VerbelenPieter SimoensBart Dhoedt

A1 Journal Article in SIMULATION MODELLING PRACTICE AND THEORY

Distributed neural networks for Internet of Things: the Big-Little approach

Elias De ConinckTim VerbelenBert VankeirsbilckSteven BohezPieter SimoensPiet DemeesterBart Dhoedt

Edge analytics in the internet of things

Mahadev SatyanarayananPieter SimoensYu XiaoPadmanabhan PillaiZhuo ChenKiryong HaWenlu HuBrandon Amos

A1 Journal Article in IEEE PERVASIVE COMPUTING

Evaluator services for optimised service placement in distributed heterogeneous cloud infrastructures

F VandeputteL VermoesenD GriffinT Khoa PhanM RioPieter SimoensPiet SmetD BursztynowskiF SchamelM Franke

QuLa: queue and latency-aware service selection and routing in service-centric networking

Piet SmetPieter SimoensBart Dhoedt

A1 Journal Article in JOURNAL OF COMMUNICATIONS AND NETWORKS

Radio-over-fibre for ultra-small 5G cells

Bart LannooAbhishek DixitDidier ColleJohan BauwelinckBart DhoedtBart JoorisIngrid MoermanMario PickavetHendrik RogierPieter Simoens et al.

Resource-constrained classification using a cascade of neural network layers

Sam LerouxSteven BohezTim VerbelenBert VankeirsbilckPieter SimoensBart Dhoedt

Service-centric networking

D GriffinM RioPieter SimoensPiet SmetF VandeputteL VermoesenD BursztynowskiF SchamelM Franke

Bookchapter in Handbook of Research on Redesigning the Future of Internet Architectures

Upstream content scheduling in Wi-Fi DenseNets during large-scale events

G DanneelsJeroen FamaeySteven BohezPieter SimoensSteven Latré

2014

Adaptive deployment and configuration for mobile augmented reality in the cloudlet

Tim VerbelenPieter SimoensFilip De TurckBart Dhoedt

A1 Journal Article in JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Allocation algorithms for autonomous management of collaborative cloudlets

Steven BohezTim VerbelenPieter SimoensBart Dhoedt

Bandwidth efficient adaptive forward error correction mechanism with feedback channel

Farhan Azmat AliPieter SimoensWim Van de MeersscheBart Dhoedt

A1 Journal Article in JOURNAL OF COMMUNICATIONS AND NETWORKS

Enabling component-based mobile cloud computing with the AIOLOS middleware

Steven BohezElias De ConinckTim VerbelenPieter SimoensBart Dhoedt

Management of crowdsourced first-person video: street view live

Steven BohezJ MostaertTim VerbelenPieter SimoensBart Dhoedt

Network latency hiding in thin client systems through server-centric speculative display updating

Bert VankeirsbilckPieter SimoensFilip De TurckPiet DemeesterBart Dhoedt

A1 Journal Article in JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Platform for real-time subjective assessment of interactive multimedia applications

Bert VankeirsbilckDieter VerslypeNicolas StaelensPieter SimoensChris DevelderPiet DemeesterFilip De TurckBart Dhoedt

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

Service oriented networking

D GriffinM RioPieter SimoensPiet SmetF VandeputteL VermoesenD BursztynowskiF Schamel

User subscription-based resource management for Desktop-as-a-Service platforms

Bert VankeirsbilckLien DebooserePieter SimoensPiet DemeesterFilip De TurckBart Dhoedt

A1 Journal Article in JOURNAL OF SUPERCOMPUTING

Vision: smart home control with head-mounted sensors for vision and brain activity

Pieter SimoensElias De ConinckT VervustJF WijmeerschT IngelbinckTim Verbelen

2013

Leveraging cloudlets for immersive collaborative applications

Tim VerbelenPieter SimoensFilip De TurckBart Dhoedt

A1 Journal Article in IEEE PERVASIVE COMPUTING

Lowering the barriers to large-scale mobile crowdsensing

Yu XiaoPieter SimoensPadmanabhan PillaiKiryong HaMahadev Satyanarayanan

Mobile, collaborative augmented reality using cloudlets

Steven BohezJoeri De TurckTim VerbelenPieter SimoensBart Dhoedt

Round-trip time mitigation through speculative display updating for applications rendered in the cloud

Bert VankeirsbilckKevin De WolfPieter SimoensFilip De TurckBart Dhoedt

Scalable crowd-sourcing of video from mobile devices

Pieter SimoensY XiaoP PillaiZ ChenK HaM Satyanarayanan

Semantic multimedia remote display for mobile thin clients

B JoveskiM MitreaPieter SimoensIJ MarshallF PreteuxBart Dhoedt

A1 Journal Article in MULTIMEDIA SYSTEMS

Towards a component-based platform for industrial AR

Tim VerbelenPieter SimoensBart Dhoedt

Vision: mapping the world in 3D through first-person vision devices with mercator

Pieter SimoensTim VerbelenBart Dhoedt

2012

A component-based approach towards mobile distributed and collaborative PTAM

Tim VerbelenPieter SimoensFilip De TurckBart Dhoedt

Adaptive application configuration and distribution in mobile cloudlet middleware

Tim VerbelenPieter SimoensFilip De TurckBart Dhoedt

AIOLOS: middleware for improving mobile application performance through cyber foraging

Tim VerbelenPieter SimoensFilip De TurckBart Dhoedt

A1 Journal Article in JOURNAL OF SYSTEMS AND SOFTWARE

Automatic fine-grained area detection for thin client systems

Bert VankeirsbilckDieter VerslypeNicolas StaelensPieter SimoensChris DevelderBart DhoedtFilip De TurckPiet Demeester

A1 Journal Article in JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Cloud-based desktop services for thin clients

Lien DeboosereBert VankeirsbilckPieter SimoensFilip De TurckBart DhoedtPiet Demeester

A1 Journal Article in IEEE INTERNET COMPUTING

Cloudlets: bringing the cloud to the mobile user

Tim VerbelenPieter SimoensFilip De TurckBart Dhoedt

Cross-layer reduction of wireless network card idle time to optimize energy consumption of pull thin client protocols

Pieter SimoensFarhan Azmat AliBert VankeirsbilckLien DeboosereFilip De TurckBart DhoedtPiet DemeesterRodolfo Torrea-DuranLiesbet Van der PerreAntoine Dejonghe

A1 Journal Article in JOURNAL OF COMMUNICATIONS AND NETWORKS

Efficient resource management for virtual desktop cloud computing

Lien DeboosereBert VankeirsbilckPieter SimoensFilip De TurckBart DhoedtPiet Demeester

A1 Journal Article in JOURNAL OF SUPERCOMPUTING

Mobile AR in the outdoors: watch the clouds

Pieter SimoensTim VerbelenBart Dhoedt

Optimization of data deployment in data centers using BitTorrent and OpenFlow

Sander VrijdersDimitri StaessensSachin SharmaPieter SimoensDidier ColleMario Pickavet

Optimized mobile thin clients through a MPEG-4 BiFS semantic remote display framework

Pieter SimoensBojan JoveskiLudovico GardenghiIain James MarshallBert VankeirsbilckMiha MitreaFrancoise PrêteuxFilip De TurckBart Dhoedt

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

2011

AIOLOS: mobile middleware for adaptive offloading

Tim VerbelenPieter SimoensFilip De TurckBart Dhoedt

Dynamic deployment and quality adaptation for mobile augmented reality applications

Tim VerbelenTim StevensPieter SimoensFilip De TurckBart Dhoedt

A1 Journal Article in JOURNAL OF SYSTEMS AND SOFTWARE

Grid design for mobile thin client computing

Lien DebooserePieter SimoensJeroen De WachterBert VankeirsbilckFilip De TurckBart DhoedtPiet Demeester

A1 Journal Article in FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE

Remote display solutions for mobile cloud computing

Pieter SimoensFilip De TurckBart DhoedtPiet Demeester

A1 Journal Article in COMPUTER

Thin client protocol optimisations for mobile cloud computing

Pieter SimoensBart DhoedtFilip De Turck

Towards a multimedia remote viewer for mobile thin clients

Bojan JoveskiPieter SimoensLudovico GardenghiJamie MarshallBert VankeirsbilckFrançoise PreteuxBart Dhoedt

Upstream bandwidth optimization of thin client protocols through latency-aware adaptive user event buffering

Pieter SimoensBert VankeirsbilckLien DeboosereFarhan Azmat AliFilip De TurckBart DhoedtPiet Demeester

A1 Journal Article in INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS

2010

An adaptive approach to optimize thin client protocols

Frédéric Fok ACBenoit LécroartEmilie ChanPieter SimoensBart Dhoedt

Cross-layer optimization of radio sleep intervals to increase thin client energy efficiency

Pieter SimoensFarhan Azmat AliBert VankeirsbilckLien DeboosereFilip De TurckBart DhoedtPiet DemeesterRodolfo Torrea-Duran

A1 Journal Article in IEEE COMMUNICATIONS LETTERS

Energy efficiency in thin client solutions

Willem VereeckenLien DebooserePieter SimoensBrecht VermeulenDidier ColleChris DevelderMario PickavetBart DhoedtPiet Demeester

Power efficiency of thin clients

Willem VereeckenLien DebooserePieter SimoensBrecht VermeulenDidier ColleChris DevelderMario PickavetBart DhoedtPiet Demeester

Power efficiency of thin clients

Willem VereeckenLien DebooserePieter SimoensBrecht VermeulenDidier ColleChris DevelderMario PickavetBart DhoedtPiet Demeester

A1 Journal Article in EUROPEAN TRANSACTIONS ON TELECOMMUNICATIONS

2009

An autonomic architecture for optimizing QoE in multimedia access networks

Steven LatréPieter SimoensBart De VleeschauwerWim Van de MeersscheFilip De TurckBart DhoedtPiet DemeesterSteven Van den BergheEdith Gilon de Lumley

A1 Journal Article in COMPUTER NETWORKS

BiFS based approaches to remote display for mobile thin clients

Mihae MitreaPieter SimoensBojan JoveskiJamie MarshallA TaguengayteF PrêteuxBart Dhoedt

Characterization of power consumption in thin clients due to protocol data transmission over IEEE 802.11

Pieter SimoensBert VankeirsbilckFarhan Azmat AliLien DeboosereFilip De TurckBart DhoedtPiet DemeesterR. Torrea-DuranC Desset

Demanding applications on resource constrained mobile devices through thin client computing

Bert VankeirsbilckPieter SimoensLien DeboosereFilip De TurckBart DhoedtPiet Demeester

Design of grids for mobile thin client computing

Lien DebooserePieter SimoensJ De WachterBert VankeirsbilckFilip De TurckBart DhoedtPiet Demeester

Bookchapter in Grid technology and applications : recent developments

MobiThin management framework: design and evaluation

Lien DeboosereBert VankeirsbilckPieter SimoensFilip De TurckBart DhoedtPiet DemeesterMario KindFritz-Joachim WestphalAbdeslam TaguengayteThomas Plantier

Reducing power consumption of mobile thin client devices

Farhan Azmat AliPieter SimoensBert VankeirsbilckLien DeboosereBart DhoedtPiet DemeesterR Torrea-DuranC Desset

Self management of a mobile thin client service

Lien DeboosereBert VankeirsbilckPieter SimoensFilip De TurckBart DhoedtPiet Demeester

2008

Automated generation of knowledge plane components for multimedia access networks

Steven LatréPieter SimoensWim Van de MeersscheBart De VleeschauwerFilip De TurckBart DhoedtPiet DemeesterSteven Van den BergheEdith Gilon-de Lumley

Bandwidth optimization for mobile thin client computing through graphical update caching

Bert VankeirsbilckPieter SimoensJeroen De WachterLien DeboosereFilip De TurckBart DhoedtPiet Demeester

Bringing thin clients to the mobile world

Bert VankeirsbilckPieter SimoensLien DeboosereBart DhoedtF WESTPHALT PLANTIERB LéCROARTF PRêTEUXA DEJONGHEJ POINT

Design and implementation of a hybrid remote display protocol to optimize multimedia experience on thin client devices

Pieter SimoensPaul PraetBert VankeirsbilckJeroen De WachterLien DeboosereFilip De TurckBart DhoedtPiet Demeester

Design for a generic knowledge base for autonomic QoE optimization in multimedia access networks

Steven LatréPieter SimoensBart De VleeschauwerWim Van de MeersscheFilip De TurckBart DhoedtPiet DemeesterSteven Van den BergheE GILON-DE LUMLEY

Design of an autonomic QoE reasoner for improving access network performance

Pieter SimoensSteven LatréBart De VleeschauwerWim Van de MeersscheFilip De TurckBart DhoedtPiet DemeesterSteven Van den BergheE Giloon

Design of intelligent network components to support multimedia on mobile thin clients

Distributed reasoning for context-aware services through design of an OWL meta-model

Stijn VerstichelMatthias StrobbePieter SimoensFilip De TurckBart DhoedtPiet Demeester

On-line estimation of the QoE of progressive download services in multimedia access networks.

Steven LatréNicolas StaelensPieter SimoensBart De VleeschauwerWim Van de MeersscheFilip De TurckBart DhoedtPiet DemeesterSteven Van den BergheR HUYSEGEMS et al.

Thin client power efficiency

Willem VereeckenLien DebooserePieter SimoensBrecht VermeulenDidier ColleChris DevelderMario PickavetBart DhoedtPiet Demeester

2007

Autonomic QoE optimization in the access node knowledge plane

Bart De VleeschauwerPieter SimoensWim Van de MeersscheSteven LatréFilip De TurckBart DhoedtPiet DemeesterSteven Van den BergheE GILONTom Van Caenegem

Demonstration of TVoIP services in a multimedia broadband enabled access network

B NAGELF GEILHARDTE GILONJ HOETC PEñAA MAILLETG LE MANSECS D'HAESELEERBart De VleeschauwerWim Van de Meerssche et al.

Enabling autonomic access network QoE management through TCP connection monitoring.

Bart De VleeschauwerWim Van de MeersschePieter SimoensFilip De TurckBart DhoedtPiet DemeesterTom Van CaenegemH DEQUEKERKris StruyveE GILON et al.

On the design of a multi-provider platform for interactive multimedia services to thin client devices

Jeroen De WachterLien DebooserePieter SimoensRaf HensFilip De TurckBart DhoedtPiet Demeester

RTP connection monitoring for enabling autonomous access network QoS management.

Pieter SimoensBart De VleeschauwerWim Van de MeersscheFilip De TurckBart DhoedtPiet DemeesterTom Van CaenegemKris StruyveH DEQUEKERE GILON

Service rich access networks: The service plane solution

E GILON - DE LUMLEYJ HOETH DEQUEKERR HUYSEGEMSE SIXWim Van de MeersschePieter SimoensBart De VleeschauwerC PEñAB NAGEL et al.

Thin client computing solutions in low- and high-motion scenarios

Lien DeboosereJeroen De WachterPieter SimoensFilip De TurckBart DhoedtPiet Demeester

2006

A hybrid thin-client protocol for multimedia streaming and interactive gaming applications

Davy De WinterPieter SimoensLien DeboosereFilip De TurckJ MOREAUBart DhoedtPiet Demeester

A thin client architecture for mobile users running multiple applications (abstract)

Pieter SimoensLien Deboosere

Dimensioning a wide-area thin-client computing network supporting mobile users

Lien DebooserePieter SimoensDavy De WinterFilip De TurckBart DhoedtPiet Demeester

Modelling application handovers for thin-client mobility

Pieter SimoensLien DeboosereD DE WINTERFilip De TurckBart DhoedtPiet Demeester

Modelling application handovers for thin-client mobility

Pieter SimoensLien DeboosereD DE WINTERFilip De TurckBart DhoedtPiet Demeester

On the enhancement of QoE for IPTV services through knowledge plane deployment.

Bart De VleeschauwerWim Van de MeersschePieter SimoensFilip De TurckBart DhoedtPiet DemeesterE GILONKris StruyveTom Van Caenegem

Optimization models for application migration to support mobile thin clients

Pieter SimoensLien DeboosereDavy De WinterFilip De TurckBart DhoedtPiet Demeester

Support for moving users through thin clients: hype or future ?

Matthias StrobbePieter SimoensLien DeboosereD DE WINTERFrederic Van QuickenborneF DE GREVEFilip De TurckBart DhoedtPiet Demeester

Support for moving users through thin clients: hype or future? (presentation)

Towards autonomic access networks for service QoE optimization.

Pieter SimoensBart De VleeschauwerWim Van de MeersscheFilip De TurckBart DhoedtE GILONKris StruyveTom Van Caenegem