A Survey on Distributed Machine Learning J Verbraeken, M Wolting, J Katzy, J Kloppenburg, T Verbelen, ... ACM Computing Surveys (CSUR) 53 (2), 1-33, 2020 | 780 | 2020 |
Cloudlets: bringing the cloud to the mobile user T Verbelen, P Simoens, F De Turck, B Dhoedt Proceedings of the third ACM workshop on Mobile cloud computing and services …, 2012 | 510 | 2012 |
AIOLOS: Middleware for improving mobile application performance through cyber foraging T Verbelen, P Simoens, F De Turck, B Dhoedt Journal of Systems and Software 85 (11), 2629-2639, 2012 | 113 | 2012 |
Graph partitioning algorithms for optimizing software deployment in mobile cloud computing T Verbelen, T Stevens, F De Turck, B Dhoedt Future Generation Computer Systems 29 (2), 451-459, 2013 | 109 | 2013 |
The cascading neural network: building the Internet of Smart Things S Leroux, S Bohez, E De Coninck, T Verbelen, B Vankeirsbilck, ... Knowledge and Information Systems 52 (3), 791-814, 2017 | 77 | 2017 |
Visualizing convolutional neural networks to improve decision support for skin lesion classification P Van Molle, M De Strooper, T Verbelen, B Vankeirsbilck, P Simoens, ... Understanding and Interpreting Machine Learning in Medical Image Computing …, 2018 | 73 | 2018 |
Robot navigation as hierarchical active inference O Çatal, T Verbelen, T Van de Maele, B Dhoedt, A Safron Neural Networks 142, 192-204, 2021 | 72 | 2021 |
Improving Generalization for Abstract Reasoning Tasks Using Disentangled Feature Representations X Steenbrugge, S Leroux, T Verbelen, B Dhoedt arXiv preprint arXiv:1811.04784, 2018 | 72 | 2018 |
Leveraging cloudlets for immersive collaborative applications T Verbelen, P Simoens, F De Turck, B Dhoedt IEEE Pervasive Computing 12 (4), 30-38, 2013 | 72 | 2013 |
Dynamic deployment and quality adaptation for mobile augmented reality applications T Verbelen, T Stevens, P Simoens, F De Turck, B Dhoedt Journal of Systems and Software 84 (11), 1871-1882, 2011 | 68 | 2011 |
The Free Energy Principle for Perception and Action: A Deep Learning Perspective P Mazzaglia, T Verbelen, O Çatal, B Dhoedt Entropy 24 (2), 301, 2022 | 67 | 2022 |
Mobile device power models for energy efficient dynamic offloading at runtime FA Ali, P Simoens, T Verbelen, P Demeester, B Dhoedt Journal of Systems and Software 113, 173-187, 2016 | 57 | 2016 |
Distributed neural networks for Internet of Things: the Big-Little approach E De Coninck, T Verbelen, B Vankeirsbilck, S Bohez, P Simoens, ... Internet of Things. IoT Infrastructures: Second International Summit, IoT …, 2016 | 55 | 2016 |
Adaptive deployment and configuration for mobile augmented reality in the cloudlet T Verbelen, P Simoens, F De Turck, B Dhoedt Journal of Network and Computer Applications 41, 206-216, 2014 | 50 | 2014 |
Dynamic auto-scaling and scheduling of deadline constrained service workloads on IaaS clouds E De Coninck, T Verbelen, B Vankeirsbilck, S Bohez, P Simoens, ... Journal of Systems and Software 118, 101-114, 2016 | 44 | 2016 |
Learning generative state space models for active inference O Çatal, S Wauthier, C De Boom, T Verbelen, B Dhoedt Frontiers in Computational Neuroscience 14, 574372, 2020 | 40 | 2020 |
Learning Perception and Planning With Deep Active Inference O Çatal, T Verbelen, J Nauta, C De Boom, B Dhoedt ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 38 | 2020 |
Learning robots to grasp by demonstration E De Coninck, T Verbelen, P Van Molle, P Simoens, B Dhoedt Robotics and Autonomous Systems 127, 103474, 2020 | 38 | 2020 |
Discrete-event simulation for efficient and stable resource allocation in collaborative mobile cloudlets S Bohez, T Verbelen, P Simoens, B Dhoedt Simulation Modelling Practice and Theory 50, 109-129, 2015 | 37 | 2015 |
DIANNE: a modular framework for designing, training and deploying deep neural networks on heterogeneous distributed infrastructure E De Coninck, S Bohez, S Leroux, T Verbelen, B Vankeirsbilck, ... Journal of Systems and Software 141, 52-65, 2018 | 36 | 2018 |