Research Explorer

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Researcher

Bert Vankeirsbilck

Awards & Distinctions

54 Results

2023

Dermatologist versus artificial intelligence confidence in dermoscopy diagnosis : complementary information that may affect decision-making

Pieter Van MolleSofie MylleTim VerbelenCedric De BoomBert VankeirsbilckEvelien VerhaegheBart DhoedtLieve Brochez

A1 Journal Article in EXPERIMENTAL DERMATOLOGY

2022

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

2021

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

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

2020

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

Assessing uncertainty for computer assisted skin lesion diagnosis

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

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

Quantifying uncertainty of deep neural networks in skin lesion classification

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

2018

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

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

Steven BohezTim VerbelenSam LerouxElias De ConinckBert VankeirsbilckPieter SimoensBart Dhoedt

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

Pieter Van MolleMiguel De StrooperTim VerbelenBert VankeirsbilckPieter SimoensBart Dhoedt

2017

Context-aware and self-learning dynamic transport scheduling in hospitals

Pieter BonteFemke OngenaeJeroen SchaballieW. VancroonenburgBert VankeirsbilckFilip De Turck

Sensor fusion for robot control through deep reinforcement learning

Steven BohezTim VerbelenElias De ConinckBert VankeirsbilckPieter SimoensBart Dhoedt

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

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

Multi-fidelity Matryoshka neural networks for constrained IoT devices

Sam LerouxSteven BohezElias De ConinckTim VerbelenBert VankeirsbilckPieter SimoensBart Dhoedt

Remote rendering solutions using web technologies

Peter QuaxJori LiesenborgsArno BarzanMartijn CroonenWim LamotteBert VankeirsbilckBart DhoedtTom KimpeKurt PattynMatthew McLin

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

Semantic context consolidation and rule learning for optimized transport assignments in hospitals

Femke OngenaePieter BonteJeroen SchaballieBert VankeirsbilckFilip De Turck

2015

DIANNE: Distributed artificial neural networks for the internet of things

Elias De ConinckTim VerbelenBert VankeirsbilckSteven BohezSam LerouxPieter Simoens

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

Elias De ConinckTim VerbelenBert VankeirsbilckSteven BohezPieter SimoensPiet DemeesterBart Dhoedt

Resource-constrained classification using a cascade of neural network layers

Sam LerouxSteven BohezTim VerbelenBert VankeirsbilckPieter SimoensBart Dhoedt

2014

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

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

2013

Optimisation of quality of experience for mobile thin client systems

Bert VankeirsbilckBart DhoedtFilip De Turck

Quality of experience driven control of interactive media stream parameters

Bert VankeirsbilckTim VerbelenDieter VerslypeNicolas StaelensFilip De TurckPiet DemeesterBart Dhoedt

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

Bert VankeirsbilckKevin De WolfPieter SimoensFilip De TurckBart Dhoedt

2012

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

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

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

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

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

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

DLNA interworking for virtualized set-top-boxes

Bert VankeirsbilckChris DevelderTom Van LeeuwenDieter VerslypeBart Dhoedt

Integrating personal media and digital TV with QoS guarantees using virtualized set-top boxes: architecture and performance measurements

Bert VankeirsbilckJelle NelisDieter VerslypeChris DevelderTom Van LeeuwenBart Dhoedt

2009

Adaptation strategies for performance failure avoindance

Hong SunVincenzo De FlorioNing GuiRaf HensBert VankeirsbilckBart DhoedtChris Blondia

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

Graphical update caching for mobile thin clients

Bert Vankeirsbilck

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

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