Ghent University Academic Bibliography

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

Pieter Van Molle (UGent) , Sofie Mylle (UGent) , Tim Verbelen (UGent) , Cedric De Boom, Bert Vankeirsbilck (UGent) , Evelien Verhaeghe (UGent) , Bart Dhoedt (UGent) and Lieve Brochez (UGent)

(2023) EXPERIMENTAL DERMATOLOGY. 32(10). p.1744-1751
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The value of measuring uncertainty in neural networks in dermoscopy

Pieter Van Molle (UGent) , Lieve Brochez (UGent) , Tim Verbelen (UGent) , Cedric De Boom, Bert Vankeirsbilck (UGent) , Evelien Verhaeghe (UGent) , Sofie Mylle (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2022) JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY. 87(5). p.1191-1193
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Data-efficient sensor upgrade path using knowledge distillation

Pieter Van Molle (UGent) , Cedric De Boom, Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Jonas De Vylder (UGent) , Bart Diricx, Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2021) SENSORS. 21(19).
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Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks

Pieter Van Molle (UGent) , Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Jonas De Vylder (UGent) , Bart Diricx, Tom Kimpe, Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2021) NEURAL COMPUTING & APPLICATIONS. 33(16). p.10259-10275
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Training binary neural networks with knowledge transfer

Sam Leroux (UGent) , Bert Vankeirsbilck (UGent) , Tim Verbelen (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2020) NEUROCOMPUTING. 396. p.534-541
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- Conference Paper
- C3
Assessing uncertainty for computer assisted skin lesion diagnosis

Pieter Van Molle (UGent) , Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Sofie Mylle, Evelien Verhaeghe (UGent) , Lieve Brochez (UGent) , Jonas De Vylder (UGent) , Bart Diricx, Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2019) EADV, 28th Congress, Abstracts.
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Multi-fidelity deep neural networks for adaptive inference in the internet of multimedia things

Sam Leroux (UGent) , Steven Bohez (UGent) , Elias De Coninck, Pieter Van Molle (UGent) , Bert Vankeirsbilck (UGent) , Tim Verbelen (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2019) FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE. 97. p.355-360
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- C3
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A study on confidence in classification of skin lesions by deep neural networks

Pieter Van Molle (UGent) , Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Sofie Mylle (UGent) , Evelien Verhaeghe (UGent) , Lieve Brochez (UGent) , Jonas De Vylder, Bart Diricx, Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2019) OncoPoint, 7th Research seminar, Abstracts.
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- C3
A study on confidence in classification of skin lesions by deep neural networks

Pieter Van Molle (UGent) , Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Sofie Mylle (UGent) , Evelien Verhaeghe (UGent) , Lieve Brochez (UGent) , Jonas De Vylder, Bart Diricx, Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2019) European Association of Dermato-Oncology, 15th Congress, Abstracts.
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- P1
Quantifying uncertainty of deep neural networks in skin lesion classification

Pieter Van Molle (UGent) , Tim Verbelen (UGent) , Cedric De Boom, Bert Vankeirsbilck (UGent) , Jonas De Vylder (UGent) , Bart Diricx, Tom Kimpe (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2019) UNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING AND CLINICAL IMAGE-BASED PROCEDURES. In Lecture Notes in Computer Science 11840. p.52-61
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Visualizing convolutional neural networks to improve decision support for skin lesion classification

Pieter Van Molle (UGent) , Miguel De Strooper, Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2018) p.1-8
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Robot navigation using a variational dynamics model for state estimation and robust control

Steven Bohez (UGent) , Tim Verbelen (UGent) , Sam Leroux (UGent) , Elias De Coninck, Bert Vankeirsbilck (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2018) NeurIPS2018, part of 32nd Conference on Neural Information Processing Systems. p.1-15
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DIANNE: a modular framework for designing, training and deploying deep neural networks on heterogeneous distributed infrastructure

Elias De Coninck, Steven Bohez (UGent) , Sam Leroux (UGent) , Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2018) JOURNAL OF SYSTEMS AND SOFTWARE. 141. p.52-65
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Context-aware and self-learning dynamic transport scheduling in hospitals

Pieter Bonte (UGent) , Femke Ongenae (UGent) , Jeroen Schaballie (UGent) , W. Vancroonenburg, Bert Vankeirsbilck (UGent) and Filip De Turck (UGent)

(2017) SEMANTIC WEB : ESWC 2017 SATELLITE EVENTS. In Information Systems and Applications, incl. Internet/Web, and HCI 10577. p.167-171
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The cascading neural network : building the Internet of Smart Things

Sam Leroux (UGent) , Steven Bohez (UGent) , Elias De Coninck, Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2017) KNOWLEDGE AND INFORMATION SYSTEMS. 52(3). p.791-814
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Sensor fusion for robot control through deep reinforcement learning

Steven Bohez (UGent) , Tim Verbelen (UGent) , Elias De Coninck, Bert Vankeirsbilck (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2017) 2017 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS). In IEEE International Conference on Intelligent Robots and Systems p.2365-2370
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Transfer learning with binary neural networks

Sam Leroux (UGent) , Steven Bohez (UGent) , Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2017) p.1-4
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Middleware platform for distributed applications incorporating robots, sensors and the cloud

Elias De Coninck, Steven Bohez (UGent) , Sam Leroux (UGent) , Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Bart Dhoedt (UGent) and Pieter Simoens (UGent)

(2016) 2016 5TH IEEE INTERNATIONAL CONFERENCE ON CLOUD NETWORKING (IEEE CLOUDNET). In IEEE International Conference on Cloud Networking p.218-223
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- Journal Article
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Remote rendering solutions using web technologies

Peter Quax, Jori Liesenborgs, Arno Barzan, Martijn Croonen, Wim Lamotte, Bert Vankeirsbilck (UGent) , Bart Dhoedt (UGent) , Tom Kimpe, Kurt Pattyn and Matthew McLin

(2016) MULTIMEDIA TOOLS AND APPLICATIONS. 75(8). p.4383-4410
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Semantic context consolidation and rule learning for optimized transport assignments in hospitals

Femke Ongenae (UGent) , Pieter Bonte (UGent) , Jeroen Schaballie (UGent) , Bert Vankeirsbilck (UGent) and Filip De Turck (UGent)

(2016) SEMANTIC WEB, ESWC 2016. In Lecture Notes in Computer Science 9989. p.88-92
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Multi-fidelity Matryoshka neural networks for constrained IoT devices

Sam Leroux (UGent) , Steven Bohez (UGent) , Elias De Coninck, Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2016) 2016 International Joint Conference on Neural Networks. p.1-5
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Lazy evaluation of convolutional filters

Sam Leroux (UGent) , Steven Bohez (UGent) , Cedric De Boom, Elias De Coninck, Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2016) 33e International Conference on Machine Learning -Workshop on Device Intelligence. p.1-5
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Dynamic auto-scaling and scheduling of deadline constrained service workloads on IaaS clouds

Elias De Coninck, Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Steven Bohez (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2016) JOURNAL OF SYSTEMS AND SOFTWARE. 118. p.101-114
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Resource-constrained classification using a cascade of neural network layers

Sam Leroux (UGent) , Steven Bohez (UGent) , Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2015) IEEE International Joint Conference on Neural Networks (IJCNN). p.1-7
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DIANNE: Distributed artificial neural networks for the internet of things

Elias De Coninck, Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Steven Bohez (UGent) , Sam Leroux (UGent) and Pieter Simoens (UGent)

(2015) 2e Workshop on Middleware for Context-Aware applications in the IoT, Proceedings. p.19-24
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Distributed neural networks for Internet of Things: the Big-Little approach

Elias De Coninck, Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Steven Bohez (UGent) , Pieter Simoens (UGent) , Piet Demeester (UGent) and Bart Dhoedt (UGent)

(2015) 2nd EAI International Conference on Software Defined Wireless Networks and Cognitive Technologies for IoT. p.1-9
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Platform for real-time subjective assessment of interactive multimedia applications

Bert Vankeirsbilck (UGent) , Dieter Verslype, Nicolas Staelens, Pieter Simoens (UGent) , Chris Develder (UGent) , Piet Demeester (UGent) , Filip De Turck (UGent) and Bart Dhoedt (UGent)

(2014) MULTIMEDIA TOOLS AND APPLICATIONS. 72(1). p.749-775
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User subscription-based resource management for Desktop-as-a-Service platforms

Bert Vankeirsbilck (UGent) , Lien Deboosere (UGent) , Pieter Simoens (UGent) , Piet Demeester (UGent) , Filip De Turck (UGent) and Bart Dhoedt (UGent)

(2014) JOURNAL OF SUPERCOMPUTING. 69(1). p.412-428
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Network latency hiding in thin client systems through server-centric speculative display updating

Bert Vankeirsbilck (UGent) , Pieter Simoens (UGent) , Filip De Turck (UGent) , Piet Demeester (UGent) and Bart Dhoedt (UGent)

(2014) JOURNAL OF NETWORK AND COMPUTER APPLICATIONS. 41. p.228-239
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Quality of experience driven control of interactive media stream parameters

Bert Vankeirsbilck (UGent) , Tim Verbelen (UGent) , Dieter Verslype, Nicolas Staelens (UGent) , Filip De Turck (UGent) , Piet Demeester (UGent) and Bart Dhoedt (UGent)

(2013) 2013 IFIP/IEEE INTERNATIONAL SYMPOSIUM ON INTEGRATED NETWORK MANAGEMENT (IM 2013). p.1282-1287
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- PhD Thesis
Optimisation of quality of experience for mobile thin client systems

Bert Vankeirsbilck (UGent)

(2013)
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Round-trip time mitigation through speculative display updating for applications rendered in the cloud

Bert Vankeirsbilck (UGent) , Kevin De Wolf, Pieter Simoens (UGent) , Filip De Turck (UGent) and Bart Dhoedt (UGent)

(2013) Future Network and Mobile Summit 2013 Conference, Proceedings. p.1-4
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Cross-layer reduction of wireless network card idle time to optimize energy consumption of pull thin client protocols

Pieter Simoens (UGent) , Farhan Azmat Ali (UGent) , Bert Vankeirsbilck (UGent) , Lien Deboosere (UGent) , Filip De Turck (UGent) , Bart Dhoedt (UGent) , Piet Demeester (UGent) , Rodolfo Torrea-Duran, Liesbet Van der Perre and Antoine Dejonghe

(2012) JOURNAL OF COMMUNICATIONS AND NETWORKS. 14(1). p.75-90
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Optimized mobile thin clients through a MPEG-4 BiFS semantic remote display framework

Pieter Simoens (UGent) , Bojan Joveski, Ludovico Gardenghi, Iain James Marshall, Bert Vankeirsbilck (UGent) , Miha Mitrea, Francoise Prêteux, Filip De Turck (UGent) and Bart Dhoedt (UGent)

(2012) MULTIMEDIA TOOLS AND APPLICATIONS. 61(2). p.447-470
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Automatic fine-grained area detection for thin client systems

Bert Vankeirsbilck (UGent) , Dieter Verslype, Nicolas Staelens (UGent) , Pieter Simoens (UGent) , Chris Develder (UGent) , Bart Dhoedt (UGent) , Filip De Turck (UGent) and Piet Demeester (UGent)

(2012) JOURNAL OF NETWORK AND COMPUTER APPLICATIONS. 35(5). p.1620-1632
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Efficient resource management for virtual desktop cloud computing

Lien Deboosere (UGent) , Bert Vankeirsbilck (UGent) , Pieter Simoens (UGent) , Filip De Turck (UGent) , Bart Dhoedt (UGent) and Piet Demeester (UGent)

(2012) JOURNAL OF SUPERCOMPUTING. 62(2). p.741-767
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Cloud-based desktop services for thin clients

Lien Deboosere (UGent) , Bert Vankeirsbilck (UGent) , Pieter Simoens (UGent) , Filip De Turck (UGent) , Bart Dhoedt (UGent) and Piet Demeester (UGent)

(2012) IEEE INTERNET COMPUTING. 16(6). p.60-67
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Grid design for mobile thin client computing

Lien Deboosere (UGent) , Pieter Simoens (UGent) , Jeroen De Wachter (UGent) , Bert Vankeirsbilck (UGent) , Filip De Turck (UGent) , Bart Dhoedt (UGent) and Piet Demeester (UGent)

(2011) FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE. 27(6). p.681-693
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Upstream bandwidth optimization of thin client protocols through latency-aware adaptive user event buffering

Pieter Simoens (UGent) , Bert Vankeirsbilck (UGent) , Lien Deboosere (UGent) , Farhan Azmat Ali (UGent) , Filip De Turck (UGent) , Bart Dhoedt (UGent) and Piet Demeester (UGent)

(2011) INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS. 24(5). p.666-690
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Towards a multimedia remote viewer for mobile thin clients

Bojan Joveski, Pieter Simoens (UGent) , Ludovico Gardenghi, Jamie Marshall, Bert Vankeirsbilck (UGent) , Françoise Preteux and Bart Dhoedt (UGent)

(2011) Proceedings of SPIE, the International Society for Optical Engineering. 7881.
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Integrating personal media and digital TV with QoS guarantees using virtualized set-top boxes: architecture and performance measurements

Bert Vankeirsbilck (UGent) , Jelle Nelis (UGent) , Dieter Verslype, Chris Develder (UGent) , Tom Van Leeuwen and Bart Dhoedt (UGent)

(2010) 2010 IEEE 35th Conference on Local Computer Networks (LCN 2010). p.504-511
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Cross-layer optimization of radio sleep intervals to increase thin client energy efficiency

Pieter Simoens (UGent) , Farhan Azmat Ali (UGent) , Bert Vankeirsbilck (UGent) , Lien Deboosere (UGent) , Filip De Turck (UGent) , Bart Dhoedt (UGent) , Piet Demeester (UGent) and Rodolfo Torrea-Duran

(2010) IEEE COMMUNICATIONS LETTERS. 14(12). p.1095-1097
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- Conference Paper
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DLNA interworking for virtualized set-top-boxes

Bert Vankeirsbilck (UGent) , Chris Develder (UGent) , Tom Van Leeuwen, Dieter Verslype and Bart Dhoedt (UGent)

(2010) EuroITV '10 : proceedings of the 8th international Interactive TV and Video conference. p.259-262
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Self management of a mobile thin client service

Lien Deboosere (UGent) , Bert Vankeirsbilck (UGent) , Pieter Simoens (UGent) , Filip De Turck (UGent) , Bart Dhoedt (UGent) and Piet Demeester (UGent)

(2009) MOBIHELD 09. p.71-72
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MobiThin management framework: design and evaluation

Lien Deboosere (UGent) , Bert Vankeirsbilck (UGent) , Pieter Simoens (UGent) , Filip De Turck (UGent) , Bart Dhoedt (UGent) , Piet Demeester (UGent) , Mario Kind, Fritz-Joachim Westphal, Abdeslam Taguengayte and Thomas Plantier

(2009) 3rd International workshop on adaptive and dependable mobile ubiquitous systems : ADAMUS 09. p.25-30
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Characterization of power consumption in thin clients due to protocol data transmission over IEEE 802.11

Pieter Simoens (UGent) , Bert Vankeirsbilck (UGent) , Farhan Azmat Ali (UGent) , Lien Deboosere (UGent) , Filip De Turck (UGent) , Bart Dhoedt (UGent) , Piet Demeester (UGent) , R. Torrea-Duran and C Desset

(2009) 2009 7TH INTERNATIONAL SYMPOSIUM ON MODELING AND OPTIMIZATION IN MOBILE, AD HOC, AND WIRELESS. p.290-296
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- Book Chapter
Design of grids for mobile thin client computing

Lien Deboosere (UGent) , Pieter Simoens (UGent) , J De Wachter, Bert Vankeirsbilck (UGent) , Filip De Turck (UGent) , Bart Dhoedt (UGent) and Piet Demeester (UGent)

(2009) Grid technology and applications : recent developments. p.221-244
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Reducing power consumption of mobile thin client devices

Farhan Azmat Ali (UGent) , Pieter Simoens (UGent) , Bert Vankeirsbilck (UGent) , Lien Deboosere (UGent) , Bart Dhoedt (UGent) , Piet Demeester (UGent) , R Torrea-Duran and C Desset

(2009) NEM summit, Proceedings.
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Demanding applications on resource constrained mobile devices through thin client computing

Bert Vankeirsbilck (UGent) , Pieter Simoens (UGent) , Lien Deboosere (UGent) , Filip De Turck (UGent) , Bart Dhoedt (UGent) and Piet Demeester (UGent)

(2009) ICT-MobileSummit 2009 Conference proceedings.
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Adaptation strategies for performance failure avoindance

Hong Sun, Vincenzo De Florio, Ning Gui, Raf Hens (UGent) , Bert Vankeirsbilck (UGent) , Bart Dhoedt (UGent) and Chris Blondia

(2009) IEEE International Conference on Secure Software Integration and Reliability Improvement, 3rd, Proceedings. p.337-341

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

The value of measuring uncertainty in neural networks in dermoscopy

Data-efficient sensor upgrade path using knowledge distillation

Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks

Training binary neural networks with knowledge transfer

Assessing uncertainty for computer assisted skin lesion diagnosis

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

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

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

Quantifying uncertainty of deep neural networks in skin lesion classification

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

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

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

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

The cascading neural network : building the Internet of Smart Things

Sensor fusion for robot control through deep reinforcement learning

Transfer learning with binary neural networks

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

Remote rendering solutions using web technologies

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

Multi-fidelity Matryoshka neural networks for constrained IoT devices

Lazy evaluation of convolutional filters

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

Resource-constrained classification using a cascade of neural network layers

DIANNE: Distributed artificial neural networks for the internet of things

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

Platform for real-time subjective assessment of interactive multimedia applications

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

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

Quality of experience driven control of interactive media stream parameters

Optimisation of quality of experience for mobile thin client systems

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

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

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

Automatic fine-grained area detection for thin client systems

Efficient resource management for virtual desktop cloud computing

Cloud-based desktop services for thin clients

Grid design for mobile thin client computing

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

Towards a multimedia remote viewer for mobile thin clients

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

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

DLNA interworking for virtualized set-top-boxes

Self management of a mobile thin client service

MobiThin management framework: design and evaluation

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

Design of grids for mobile thin client computing

Reducing power consumption of mobile thin client devices

Demanding applications on resource constrained mobile devices through thin client computing

Adaptation strategies for performance failure avoindance