Learning directed locomotion in modular robots with evolvable morphologies G Lan, M De Carlo, F van Diggelen, JM Tomczak, DM Roijers, AE Eiben Applied Soft Computing 111, 107688, 2021 | 50 | 2021 |
The Dutch Data Warehouse, a multicenter and full-admission electronic health records database for critically ill COVID-19 patients LM Fleuren, TA Dam, M Tonutti, DP de Bruin, RCA Lalisang, D Gommers, ... Critical Care 25, 1-12, 2021 | 40 | 2021 |
Large-scale ICU data sharing for global collaboration: the first 1633 critically ill COVID-19 patients in the Dutch Data Warehouse LM Fleuren, DP de Bruin, M Tonutti, RCA Lalisang, PWG Elbers Intensive care medicine 47 (4), 478-481, 2021 | 21 | 2021 |
Rapid Evaluation of Coronavirus Illness Severity (RECOILS) in intensive care: Development and validation of a prognostic tool for in‐hospital mortality D Plečko, N Bennett, J Mċrtensson, TA Dam, R Entjes, TCD Rettig, ... Acta Anaesthesiologica Scandinavica 66 (1), 65-75, 2022 | 14 | 2022 |
The influence of robot traits and evolutionary dynamics on the reality gap F van Diggelen, E Ferrante, N Harrak, J Luo, D Zeeuwe, AE Eiben IEEE Transactions on Cognitive and Developmental Systems 15 (2), 499-506, 2021 | 13 | 2021 |
Risk factors for adverse outcomes during mechanical ventilation of 1152 COVID-19 patients: a multicenter machine learning study with highly granular data from the Dutch Data … LM Fleuren, M Tonutti, DP de Bruin, RCA Lalisang, TA Dam, D Gommers, ... Intensive Care Medicine Experimental 9, 1-15, 2021 | 7 | 2021 |
Comparing lifetime learning methods for morphologically evolving robots F Van Diggelen, E Ferrante, AE Eiben Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021 | 7 | 2021 |
Predicting responders to prone positioning in mechanically ventilated patients with COVID-19 using machine learning TA Dam, LF Roggeveen, F van Diggelen, LM Fleuren, AR Jagesar, ... Annals of intensive care 12 (1), 99, 2022 | 6 | 2022 |
Environment induced emergence of collective behaviour in evolving swarms with limited sensing F van Diggelen, J Luo, TA Karagüzel, N Cambier, E Ferrante, AE Eiben arXiv preprint arXiv:2203.11585, 2022 | 6 | 2022 |
Dynamic prediction of mortality in COVID-19 patients in the intensive care unit: A retrospective multi-center cohort study JM Smit, JH Krijthe, H Endeman, AN Tintu, YB de Rijke, D Gommers, ... Intelligence-based medicine 6, 100071, 2022 | 5 | 2022 |
Some patients are more equal than others: variation in ventilator settings for coronavirus disease 2019 acute respiratory distress syndrome TA Dam, HJ de Grooth, T Klausch, LM Fleuren, DP de Bruin, R Entjes, ... Critical care explorations 3 (10), e0555, 2021 | 5 | 2021 |
The effects of adaptive control on learning directed locomotion F Van Diggelen, R Babuska, AE Eiben 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 2117-2124, 2020 | 5 | 2020 |
Comparing Robot Controller Optimization Methods on Evolvable Morphologies F van Diggelen, E Ferrante, AE Eiben Evolutionary Computation 32 (2), 105-124, 2024 | 2 | 2024 |
Augmented intelligence facilitates concept mapping across different electronic health records TA Dam, LM Fleuren, LF Roggeveen, M Otten, L Biesheuvel, AR Jagesar, ... International journal of medical informatics 179, 105233, 2023 | 2 | 2023 |
Emergence of Specialised Collective Behaviors in Evolving Heterogeneous Swarms F van Diggelen, M De Carlo, N Cambier, E Ferrante, G Eiben International Conference on Parallel Problem Solving from Nature, 53-69, 2024 | 1 | 2024 |
Self-organized Flocking in Three Dimensions TA Karagüzel, F van Diggelen, AG Rincon, E Ferrante International Conference on Swarm Intelligence, 155-167, 2024 | | 2024 |
A model-free method to learn multiple skills in parallel on modular robots F van Diggelen, N Cambier, E Ferrante, AE Eiben Nature communications 15 (1), 6267, 2024 | | 2024 |
Collective Random Walks of Flocking Agents Through Emergent Implicit AG Rincon, TA Karagüzel, F van Diggelen Swarm Intelligence: 14th International Conference, ANTS 2024, Konstanz …, 2024 | | 2024 |
Self-organized Flocking in Three TA Karagüzel, F van Diggelen, AG Rincon Swarm Intelligence: 14th International Conference, ANTS 2024, Konstanz …, 2024 | | 2024 |
A model-free method to learn multiple skills in modular robots F van Diggelen, N Cambier, E Ferrante, A Eiben | | 2023 |