Imprecise continuous-time Markov chains: Efficient computational methods with guaranteed error bounds A Erreygers, J De Bock Proceedings of the Tenth International Symposium on Imprecise Probability …, 2017 | 18 | 2017 |
Modelling spectrum assignment in a two-service flexi-grid optical link with imprecise continuous-time Markov chains C Rottondi, A Erreygers, G Verticale, J De Bock DRCN 2017-Design of Reliable Communication Networks; 13th International …, 2017 | 15 | 2017 |
Imprecise markov models for scalable and robust performance evaluation of flexi-grid spectrum allocation policies A Erreygers, C Rottondi, G Verticale, J De Bock IEEE Transactions on Communications 66 (11), 5401-5414, 2018 | 13 | 2018 |
Markovian Imprecise Jump Processes: Foundations, Algorithms and Applications A Erreygers Ghent University, 2021 | 9 | 2021 |
Computing inferences for large-scale continuous-time Markov chains by combining lumping with imprecision A Erreygers, J De Bock Uncertainty Modelling in Data Science 9, 78-86, 2019 | 9 | 2019 |
Bounding inferences for large-scale continuous-time Markov chains: A new approach based on lumping and imprecise Markov chains A Erreygers, J De Bock International Journal of Approximate Reasoning 115, 96-133, 2019 | 8 | 2019 |
Markovian imprecise jump processes: Extension to measurable variables, convergence theorems and algorithms A Erreygers, J De Bock International Journal of Approximate Reasoning 147, 78-124, 2022 | 5 | 2022 |
Sum-product laws and efficient algorithms for imprecise Markov chains J De Bock, A Erreygers, T Krak Uncertainty in Artificial Intelligence, 1476-1485, 2021 | 5 | 2021 |
Optimal control of a linear system subject to partially specified input noise A Erreygers, J De Bock, G De Cooman, A Van Camp International Journal of Robust and Nonlinear Control 29 (12), 3892-3914, 2019 | 5 | 2019 |
An imprecise probabilistic estimator for the transition rate matrix of a continuous-time markov chain T Krak, A Erreygers, J De Bock Uncertainty Modelling in Data Science 9, 124-132, 2019 | 5 | 2019 |
First steps towards an imprecise poisson process A Erreygers, J De Bock International Symposium on Imprecise Probabilities: Theories and …, 2019 | 4 | 2019 |
A graphical study of comparative probabilities A Erreygers, E Miranda Journal of Mathematical Psychology 104, 102582, 2021 | 2 | 2021 |
Extending the domain of imprecise jump processes from simple variables to measurable ones A Erreygers, J De Bock International Symposium on Imprecise Probability: Theories and Applications …, 2021 | 2 | 2021 |
A study of the set of probability measures compatible with comparative judgements A Erreygers, E Miranda Information Processing and Management of Uncertainty in Knowledge-Based …, 2020 | 2 | 2020 |
Countable-state stochastic processes with c\adl\ag sample paths A Erreygers, J De Bock arXiv preprint arXiv:2301.07992, 2023 | 1 | 2023 |
Expected time averages in Markovian imprecise jump processes: a graph-theoretic characterisation of weak ergodicity Y Paul, A Erreygers, J De Bock International Symposium on Imprecise Probability: Theories and Applications …, 2023 | | 2023 |
Sublinear expectations for countable-state uncertain processes A Erreygers International Symposium on Imprecise Probability: Theories and Applications …, 2023 | | 2023 |
Decision-making with E-admissibility given a finite assessment of choices A Decadt, A Erreygers, J De Bock, G De Cooman International Conference on Soft Methods in Probability and Statistics, 96-103, 2022 | | 2022 |
Optimisation techniques under uncertainty M Antoniou, T Krak, A Erreygers, J De Bock, G De Cooman Book of abstracts, 2019 | | 2019 |
Handling the state space explosion of Markov chains: how lumping introduces imprecision (almost) inevitably A Erreygers, J De Bock PMLR: Proceedings of Machine Learning Research (Proceedings of ISIPTA 2017), 2017 | | 2017 |