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Researcher
Jasper De Bock
Profile
Projects
Publications
Activities
Awards & Distinctions
106
Results
2025
A convenient characterisation of convergent upper transition operators
Jasper De Bock
Alexander Erreygers
Floris Persiau
U
Conference
2025
Extending choice assessments to choice functions : an algorithm for computing the natural extension
Arne Decadt
Alexander Erreygers
Jasper De Bock
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2025
2024
Imprecise probabilities in algorithmic randomness
Floris Persiau
Jasper De Bock
Gert de Cooman
Dissertation
2024
The logic behind desirable sets of things, and its filter representation
Gert de Cooman
Arthur Van Camp
Jasper De Bock
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2024
2023
A theory of desirable things
Jasper De Bock
P1
Conference
2023
Decision-making with E-admissibility given a finite assessment of choices
Arne Decadt
Alexander Erreygers
Jasper De Bock
Gert de Cooman
P1
Conference
2023
Desirable sets of things and their logic
Gert de Cooman
Arthur Van Camp
Jasper De Bock
P1
Conference
2023
Expected time averages in Markovian imprecise jump processes : a graph-theoretic characterisation of weak ergodicity
Yema Paul
Alexander Erreygers
Jasper De Bock
P1
Conference
2023
Indistinguishability through exchangeability in quantum mechanics?
Keano De Vos
Gert de Cooman
Jasper De Bock
P1
Conference
2023
2022
Imprecise discrete-time Markov chains
Gert de Cooman
Bookchapter
in
Uncertainty in engineering : introduction to methods and applications
2022
Markovian imprecise jump processes : extension to measurable variables, convergence theorems and algorithms
Alexander Erreygers
Jasper De Bock
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2022
On a notion of independence proposed by Teddy Seidenfeld
Jasper De Bock
Gert de Cooman
Bookchapter
in
Reflections on the foundations of probability and statistics : essays in honor of Teddy Seidenfeld
2022
On the (dis)similarities between stationary imprecise and non-stationary precise uncertainty models in algorithmic randomness
Floris Persiau
Jasper De Bock
Gert de Cooman
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2022
Randomness is inherently imprecise
Gert de Cooman
Jasper De Bock
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2022
Uncertainty in engineering : introduction to methods and applications
Book editor
2022
Upper expectations for discrete-time imprecise stochastic processes : in practice, they are all the same!
Natan T'Joens
Gert De Cooman
Jasper De Bock
Dissertation
2022
2021
A particular upper expectation as global belief model for discrete-time finite-state uncertain processes
Natan T'Joens
Jasper De Bock
Gert De Cooman
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2021
A remarkable equivalence between non-stationary precise and stationary imprecise uncertainty models in computable randomness
Floris Persiau
Jasper De Bock
Gert de Cooman
P1
Conference
2021
Average behaviour in discrete-time imprecise Markov chains : a study of weak ergodicity
Natan T'Joens
Jasper De Bock
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2021
Average behaviour of imprecise Markov chains : a single pointwise ergodic theorem for six different models
Jasper De Bock
Natan T'Joens
P1
Conference
2021
Continuous-time imprecise-Markov chains : theory and algorithms
Thomas Krak
Gert De Cooman
Jasper De Bock
Arno Siebes
Dissertation
2021
Extending the domain of imprecise jump processes from simple variables to measurable ones
Alexander Erreygers
Jasper De Bock
P1
Conference
2021
Game-theoretic upper expectations for discrete-time finite-state uncertain processes
Natan T'Joens
Jasper De Bock
Gert De Cooman
A1
Journal Article
in
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS
2021
Global upper expectations for discrete-time stochastic processes : in practice, they are all the same!
Natan T'Joens
Jasper De Bock
P1
Conference
2021
Markovian imprecise jump processes : foundations, algorithms and applications
Alexander Erreygers
Jasper De Bock
Gert De Cooman
Herwig Bruneel
Dissertation
2021
Proceedings of the Twelveth International Symposium on Imprecise Probability : Theories and Applications
Book editor
2021
Randomness and imprecision : a discussion of recent results
Gert de Cooman
Jasper De Bock
P1
Conference
2021
Sum-product laws and efficient algorithms for imprecise Markov chains
Jasper De Bock
Alexander Erreygers
Thomas Krak
C1
Conference
2021
The smallest probability interval a sequence is random for : a study for six types of randomness
Floris Persiau
Jasper De Bock
Gert de Cooman
P1
Conference
2021
2020
A robust dynamic classifier selection approach for hyperspectral images with imprecise label information
Meizhu Li
Shaoguang Huang
Jasper De Bock
Gert de Cooman
Aleksandra Pizurica
A1
Journal Article
in
SENSORS
2020
Archimedean choice functions : an axiomatic foundation for imprecise decision making
Jasper De Bock
C1
Conference
2020
Computable randomness is about more than probabilities
Floris Persiau
Jasper De Bock
Gert De Cooman
C1
Conference
2020
Inference with choice functions made practical
Arne Decadt
Jasper De Bock
Gert De Cooman
C1
Conference
2020
Limit behaviour of upper and lower expected time averages in discrete-time imprecise Markov chains
Natan T'Joens
Jasper De Bock
C1
Conference
2020
2019
A desirability-based axiomatisation for coherent choice functions
Jasper De Bock
Gert De Cooman
P1
Conference
2019
A recursive algorithm for computing inferences in imprecise Markov chains
Natan T'Joens
Thomas Krak
Jasper De Bock
Gert De Cooman
C1
Conference
2019
An imprecise probabilistic estimator for the transition rate matrix of a continuous-time Markov Chain
Thomas Krak
Alexander Erreygers
Jasper De Bock
P1
Conference
2019
Bounding inferences for large-scale continuous-time Markov chains : a new approach based on lumping and imprecise Markov chains
Alexander Erreygers
Jasper De Bock
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2019
Computing inferences for large-scale continuous-time Markov chains by combining lumping with imprecision
Alexander Erreygers
Jasper De Bock
P1
Conference
2019
Continuity of the shafer-Vovk-Ville operator
Natan T'Joens
Gert de Cooman
Jasper De Bock
P1
Conference
2019
Dynamic classifier selection based on imprecise probabilities : a case study for the naive Bayes classifier
Meizhu Li
Jasper De Bock
Gert De Cooman
P1
Conference
2019
First steps towards an imprecise Poisson process
Alexander Erreygers
Jasper De Bock
C1
Conference
2019
Hitting times and probabilities for imprecise Markov chains
Thomas Krak
Natan T'Joens
Jasper De Bock
C1
Conference
2019
In search of a global belief model for discrete-time uncertain processes
Natan T'Joens
Jasper De Bock
Gert de Cooman
C1
Conference
2019
Independent natural extension for infinite spaces
Jasper De Bock
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2019
International Symposium on Imprecise Probabilities : Theories and Applications, ISIPTA 2019, Proceedings
Book editor
2019
Interpreting, axiomatising and representing coherent choice functions in terms of desirability
Jasper De Bock
Gert de Cooman
C1
Conference
2019
Irrelevant natural extension for choice functions
Arthur Van Camp
Enrique Miranda
C1
Conference
2019
Monte Carlo estimation for imprecise probabilities : basic properties
Arne Decadt
Gert de Cooman
Jasper De Bock
C1
Conference
2019
Optimal control of a linear system subject to partially specified input noise
Alexander Erreygers
Jasper De Bock
Gert De Cooman
Arthur Van Camp
A1
Journal Article
in
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL
2019
Two-state imprecise Markov chains for statistical modelling of two-state non-Markovian processes
Matthias Troffaes
Thomas Krak
Henna Bains
C1
Conference
2019
2018
A behavioural justification for using sensitivity analysis in imprecise multinomial processes
Jasper De Bock
Gert De Cooman
A1
Journal Article
in
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS
2018
Imprecise Markov models for scalable and robust performance evaluation of Flexi-Grid spectrum allocation policies
Alexander Erreygers
Cristina Rottondi
Giacomo Verticale
Jasper De Bock
A1
Journal Article
in
IEEE TRANSACTIONS ON COMMUNICATIONS
2018
2017
Computable randomness is inherently imprecise
Gert De Cooman
Jasper De Bock
C1
Conference
2017
Computing lower and upper expected first passage and return times in imprecise birth-death chains
Stavros Lopatatzidis
Jasper De Bock
Gert De Cooman
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2017
Credal networks under epistemic irrelevance
Jasper De Bock
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2017
Efficient computation of updated lower expectations for imprecise continuous-time hidden Markov chains
Thomas Krak
Jasper De Bock
A Siebes
C1
Conference
2017
Imprecise Classification of the Gram Status of the Causal Pathogen of Clinical Mastitis
Meizhu Li
Jasper De Bock
Gert De Cooman
C3
Conference
2017
Imprecise continuous-time Markov chains
Thomas Krak
Jasper De Bock
Arno Siebes
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2017
Imprecise continuous-time Markov chains : efficient computational methods with guaranteed error bounds
Alexander Erreygers
Jasper De Bock
C1
Conference
2017
Independent natural extension for infinite spaces : Williams-coherence to the rescue
Jasper De Bock
C1
Conference
2017
Modelling Spectrum Assignment in a Two-Service Flexi-Grid Optical Link with Imprecise Continuous-Time Markov Chains
Crisitina Rottondi
Alexander Erreygers
Giacomo Verticale
Jasper De Bock
C3
Conference
2017
Modelling spectrum assignment in a two-service flexi-grid optical link with imprecise continuous-time Markov chains
Cristina Rottondi
Alexander Erreygers
Giacomo Verticale
Jasper De Bock
C1
Conference
2017
Robust modelling and optimisation in stochastic processes using imprecise probabilities, with an application to queueing theory
Stavros Lopatatzidis
Jasper De Bock
Gert De Cooman
Stijn Devuyst
Dissertation
2017
The limit behaviour of imprecise continuous-time Markov Chains
Jasper De Bock
A1
Journal Article
in
JOURNAL OF NONLINEAR SCIENCE
2017
2016
Characterizing Dirichlet priors
Márcio A. Diniz
Jasper De Bock
Arthur Van Camp
A1
Journal Article
in
AMERICAN STATISTICIAN
2016
Exploiting Bayesian network sensitivity functions for inference in credal networks
Janneke Bolt
Jasper De Bock
Silja Renooij
P1
Conference
2016
Imprecise stochastic processes in discrete time: global models, imprecise Markov chains, and ergodic theorems
Gert De Cooman
Jasper De Bock
Stavros Lopatatzidis
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2016
LQ optimal control for partially specified input noise
Alexander Erreygers
Jasper De Bock
Gert De Cooman
Arthur Van Camp
C3
Conference
2016
Reintroducing credal networks under epistemic irrelevance
Jasper De Bock
C1
Conference
2016
Representation theorems for partially exchangeable random variables
Jasper De Bock
Arthur Van Camp
Marcio A. Diniz
Gert De Cooman
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2016
Robust queueing theory : an initial study using imprecise probabilities
Stavros Lopatatzidis
Jasper De Bock
Gert De Cooman
Stijn De Vuyst
Joris Walraevens
A1
Journal Article
in
QUEUEING SYSTEMS
2016
2015
A pointwise ergodic theorem for imprecise Markov Chains
Gert De Cooman
Jasper De Bock
Stavros Lopatatzidis
P1
Conference
2015
Calculating bounds on expected return and first passage times in finite-state imprecise birth-death chains
Stavros Lopatatzidis
Jasper De Bock
Gert De Cooman
P1
Conference
2015
Coherent predictive inference under exchangeability with imprecise probabilities
Gert De Cooman
Jasper De Bock
Márcio Alves Diniz
A1
Journal Article
in
JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH
2015
Computational methods for imprecise continuous-time birth-death processes: a preliminary study of flipping times
Stavros Lopatatzidis
Jasper De Bock
Gert De Cooman
C3
Conference
2015
Conditioning, updating and lower probability zero
Jasper De Bock
Gert De Cooman
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2015
Credal networks under epistemic irrelevance : the sets of desirable gambles approach
Jasper De Bock
Gert De Cooman
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2015
Credal networks under epistemic irrelevance: theory and algorithms
Jasper De Bock
Gert De Cooman
Dissertation
2015
Extreme lower previsions
Jasper De Bock
Gert De Cooman
A1
Journal Article
in
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS
2015
Optimal control of linear systems with quadratic cost and imprecise forward irrelevant input noise
Alexander Erreygers
Jasper De Bock
Gert de Cooman
Arthur Van Camp
C3
Conference
2015
Predictive inference under exchangeability, and the imprecise dirichlet multinomial model
Gert De Cooman
Jasper De Bock
Márcio Alves Diniz
P1
Conference
2015
2014
A pointwise ergodic theorem for imprecise Markov chains
Stavros Lopatatzidis
Jasper De Bock
Gert De Cooman
C3
Conference
2014
An efficient algorithm for estimating state sequences in imprecise hidden Markov models
Jasper De Bock
Gert De Cooman
A1
Journal Article
in
JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH
2014
Characterising dirichlet priors
Marcio Diniz
Jasper De Bock
Arthur Van Camp
C3
Conference
2014
Global sensitivity analysis for MAP inference in graphical models
Jasper De Bock
Cassio Polpo de Campos
Alessandro Antonucci
C1
Conference
2014
Robustifying the viterbi algorithm
Cedric De Boom
Jasper De Bock
Arthur Van Camp
Gert de Cooman
P1
Conference
2014
2013
Allowing for probability zero in credal networks under epistemic irrelevance
Jasper De Bock
Gert De Cooman
C1
Conference
2013
Credal networks under epistemic irrelevance
Jasper De Bock
C3
Conference
2013
Credal networks under epistemic irrelevance using sets of desirable gambles
Jasper De Bock
Gert De Cooman
C1
Conference
2013
Credal networks: an overview of different approaches
Jasper De Bock
C3
Conference
2013
Decision making in credal networks
Jasper De Bock
C3
Conference
2013
Extreme lower previsions and Minkowski indecomposability
Jasper De Bock
Gert De Cooman
C1
Conference
2013
First steps towards Little's Law with imprecise probabilities
Stavros Lopatatzidis
Jasper De Bock
Gert De Cooman
C3
Conference
2013
2012
Imprecise Bernoulli processes
Jasper De Bock
Gert De Cooman
C3
Conference
2012
Imprecise Bernoulli processes
Jasper De Bock
Gert De Cooman
C1
Conference
2012
Imprecise Bernoulli processes
Jasper De Bock
C3
Conference
2012
Imprecise multinomial processes: an overview of different approaches and how they are related to each other
Jasper De Bock
C3
Conference
2012
Recent advances in imprecise-probabilistic graphical models
Gert de Cooman
Jasper De Bock
Arthur Van Camp
P1
Conference
2012
Robustly correcting mistakes made by OCR software
Jasper De Bock
C3
Conference
2012
State sequence estimation in imprecise hidden Markov models
Jasper De Bock
C3
Conference
2012
2011
Learning imprecise hidden Markov models
Arthur Van Camp
Gert de Cooman
Jasper De Bock
Erik Quaeghebeur
Filip Hermans
C3
Conference
2011
State sequence prediction in imprecise hidden Markov models
Jasper De Bock
C3
Conference
2011
State sequence prediction in imprecise hidden Markov models
Jasper De Bock
C3
Conference
2011
State sequence prediction in imprecise hidden Markov models
Jasper De Bock
Gert De Cooman
C3
Conference
2011
State sequence prediction in imprecise hidden Markov models
Jasper De Bock
Gert de Cooman
P1
Conference
2011