Bert Vankeirsbilck

Orcid: 0000-0001-9489-8306

According to our database1, Bert Vankeirsbilck authored at least 40 papers between 2009 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Data-Efficient Sensor Upgrade Path Using Knowledge Distillation.
Sensors, 2021

Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks.
Neural Comput. Appl., 2021

2020
Training binary neural networks with knowledge transfer.
Neurocomputing, 2020

2019
Multi-fidelity deep neural networks for adaptive inference in the internet of multimedia things.
Future Gener. Comput. Syst., 2019

Quantifying Uncertainty of Deep Neural Networks in Skin Lesion Classification.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures, 2019

2018
DIANNE: a modular framework for designing, training and deploying deep neural networks on heterogeneous distributed infrastructure.
J. Syst. Softw., 2018

Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification.
Proceedings of the Understanding and Interpreting Machine Learning in Medical Image Computing Applications, 2018

2017
The cascading neural network: building the Internet of Smart Things.
Knowl. Inf. Syst., 2017

Transfer Learning with Binary Neural Networks.
CoRR, 2017

Sensor fusion for robot control through deep reinforcement learning.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Context-Aware and Self-learning Dynamic Transport Scheduling in Hospitals.
Proceedings of the Semantic Web: ESWC 2017 Satellite Events - ESWC 2017 Satellite Events, Portorož, Slovenia, May 28, 2017

2016
Remote rendering solutions using web technologies.
Multim. Tools Appl., 2016

Dynamic auto-scaling and scheduling of deadline constrained service workloads on IaaS clouds.
J. Syst. Softw., 2016

Lazy Evaluation of Convolutional Filters.
CoRR, 2016

Multi-fidelity matryoshka neural networks for constrained IoT devices.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Semantic Context Consolidation and Rule Learning for Optimized Transport Assignments in Hospitals.
Proceedings of the Semantic Web - ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29, 2016

Middleware Platform for Distributed Applications Incorporating Robots, Sensors and the Cloud.
Proceedings of the 5th IEEE International Conference on Cloud Networking, 2016

2015
DIANNE: Distributed Artificial Neural Networks for the Internet of Things.
Proceedings of the 2nd Workshop on Middleware for Context-Aware Applications in the IoT, 2015

Distributed Neural Networks for Internet of Things: The Big-Little Approach.
Proceedings of the Internet of Things. IoT Infrastructures, 2015

Resource-constrained classification using a cascade of neural network layers.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014
User subscription-based resource management for Desktop-as-a-Service platforms.
J. Supercomput., 2014

Platform for real-time subjective assessment of interactive multimedia applications.
Multim. Tools Appl., 2014

Network latency hiding in thin client systems through server-centric speculative display updating.
J. Netw. Comput. Appl., 2014

2013
Quality of experience driven control of interactive media stream parameters.
Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

Round-trip time mitigation through speculative display updating for applications rendered in the cloud.
Proceedings of the 2013 Future Network & Mobile Summit, Lisboa, Portugal, July 3-5, 2013, 2013

2012
Efficient resource management for virtual desktop cloud computing.
J. Supercomput., 2012

Optimized mobile thin clients through a MPEG-4 BiFS semantic remote display framework.
Multim. Tools Appl., 2012

Automatic fine-grained area detection for thin client systems.
J. Netw. Comput. Appl., 2012

Cross-layer reduction of wireless network card idle time to optimize energy consumption of pull thin client protocols.
J. Commun. Networks, 2012

Cloud-Based Desktop Services for Thin Clients.
IEEE Internet Comput., 2012

2011
Upstream bandwidth optimization of thin client protocols through latency-aware adaptive user event buffering.
Int. J. Commun. Syst., 2011

Grid design for mobile thin client computing.
Future Gener. Comput. Syst., 2011

Towards a multimedia remote viewer for mobile thin clients.
Proceedings of the Multimedia on Mobile Devices 2011; and Multimedia Content Access: Algorithms and Systems V, 2011

2010
Cross-Layer Optimization of Radio Sleep Intervals to Increase Thin Client Energy Efficiency.
IEEE Commun. Lett., 2010

Integrating personal media and Digital TV with QoS guarantees using virtualized set-top boxes: Architecture and performance measurements.
Proceedings of the 35th Annual IEEE Conference on Local Computer Networks, 2010

DLNA interworking for virtualized set-top-boxes.
Proceedings of the 8th European Conference on Interactive TV and Video, 2010

2009
Characterization of power consumption in thin clients due to protocol data transmission over IEEE 802.11.
Proceedings of the 7th International Symposium on Modeling and Optimization in Mobile, 2009

Adaptation Strategies for Performance Failure Avoindance.
Proceedings of the Third IEEE International Conference on Secure Software Integration and Reliability Improvement, 2009

Self management of a mobile thin client service.
Proceedings of the 1st ACM SIGCOMM Workshop on Networking, 2009

MobiThin management framework: design and evaluation.
Proceedings of the 3rd international workshop on Adaptive and dependable mobile ubiquitous systems, 2009


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