Jan M. Baetens

According to our database, Jan M. Baetens authored at least 47 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A comprehensive taxonomy of cellular automata.

Michiel Rollier, Kallil M. C. Zielinski, Aisling J. Daly, Odemir M. Bruno, Jan M. Baetens

Commun. Nonlinear Sci. Numer. Simul., 2025

2024

A critical review of common pitfalls and guidelines to effectively infer parameters of agent-based models using Approximate Bayesian Computation.

Lander De Visscher, Bernard De Baets, Jan M. Baetens

Environ. Model. Softw., 2024

Convolutional Neural Networks for Automated Cellular Automaton Classification.

Michiel Rollier, Aisling J. Daly, Jan M. Baetens

CoRR, 2024

Assessing the impact of forced and voluntary behavioral changes on economic-epidemiological co-dynamics: A comparative case study between Belgium and Sweden during the 2020 COVID-19 pandemic.

Tijs W. Alleman, Jan M. Baetens

CoRR, 2024

An Alternative Representation of Turing Machines by Means of the Iota-Delta Function.

Luan Carlos de Sena Monteiro Ozelim, André Luís Brasil Cavalcante, Todd Rowland, Jan M. Baetens

Complex Syst., 2024

Efficient Simulation of Non-uniform Cellular Automata with a Convolutional Neural Network.

Michiel Rollier, Aisling J. Daly, Odemir M. Bruno, Jan M. Baetens

Proceedings of the Cellular Automata, 2024

2023

pySODM: Simulating and optimizing dynamical models in Python 3.

Tijs W. Alleman, Christian V. Stevens, Jan M. Baetens

J. Comput. Sci., November, 2023

2022

Quo vadis, agent-based modelling tools?

Aisling J. Daly, Lander De Visscher, Jan M. Baetens, Bernard De Baets

Environ. Model. Softw., 2022

Lyapunov Profiles of Three-State Totalistic Cellular Automata.

Milan Vispoel, Aisling J. Daly, Jan M. Baetens

Proceedings of the Cellular Automata, 2022

2021

Two-dimensional rotation-symmetric number-conserving cellular automata.

Adam Dzedzej, Barbara Wolnik, Anna Nenca, Jan M. Baetens, Bernard De Baets

Inf. Sci., 2021

2020

Identification of Cellular Automata Based on Incomplete Observations With Bounded Time Gaps.

Witold Bolt, Jan M. Baetens, Bernard De Baets

IEEE Trans. Cybern., 2020

Preface.

Jan M. Baetens, Martin Kutrib

Nat. Comput., 2020

Efficient enumeration of three-state two-dimensional number-conserving cellular automata.

Adam Dzedzej, Barbara Wolnik, Anna Nenca, Jan M. Baetens, Bernard De Baets

Inf. Comput., 2020

Quantifying and reducing epistemic uncertainty of passive acoustic telemetry data from longitudinal aquatic systems.

Stijn Bruneel, Pieterjan Verhelst, Jan Reubens, Jan M. Baetens, Johan Coeck, Tom Moens, Peter L. M. Goethals

Ecol. Informatics, 2020

Influence of Topology on the Dynamics of in Silico Ecosystems with Non-hierarchical Competition.

Gisele Helena Barboni Miranda, Jan M. Baetens, Aisling J. Daly, Odemir M. Bruno, Bernard De Baets

Proceedings of the Cellular Automata, 2020

2019

Lattice-based versus lattice-free individual-based models: impact on coexistence in competitive communities.

Aisling J. Daly, Ward Quaghebeur, Tim Depraetere, Jan M. Baetens, Bernard De Baets

Nat. Comput., 2019

Two-dimensional Affine Continuous Cellular Automata Solving the Relaxed Density Classification Problem.

Marcin Dembowski, Barbara Wolnik, Witold Bolt, Jan M. Baetens, Bernard De Baets

J. Cell. Autom., 2019

A statistical approach to the identification of diploid cellular automata based on incomplete observations.

Witold Bolt, Aleksander Bolt, Barbara Wolnik, Jan M. Baetens, Bernard De Baets

Biosyst., 2019

2018

Affine continuous cellular automata solving the fixed-length density classification problem.

Marcin Dembowski, Barbara Wolnik, Witold Bolt, Jan M. Baetens, Bernard De Baets

Nat. Comput., 2018

Introducing Lyapunov Profiles of Cellular Automata.

Jan M. Baetens, Janko Gravner

J. Cell. Autom., 2018

A Note on the Reversibility of 2D Cellular Automata on Hexagonal Grids.

Antoni Augustynowicz, Jan M. Baetens, Bernard De Baets, Adam Dzedzej, Anna Nenca, Barbara Wolnik

J. Cell. Autom., 2018

Coexistence in Three-Species Cyclic Competition: Lattice-Based Versus Lattice-Free Individual-Based Models.

Aisling J. Daly, Ward Quaghebeur, Tim Depraetere, Jan M. Baetens, Bernard De Baets

Proceedings of the Cellular Automata, 2018

2017

On the iota-delta function: a link between cellular automata and partial differential equations for modeling advection-dispersion from a constant source.

Luan Carlos de Sena Monteiro Ozelim, André Luís B. Cavalcante, Jan M. Baetens

J. Supercomput., 2017

A Statistical Approach to the Identification of Diploid Cellular Automata.

Witold Bolt, Aleksander Bolt, Barbara Wolnik, Jan M. Baetens, Bernard De Baets

Proceedings of the Theory and Practice of Natural Computing - 6th International Conference, 2017

2016

On the Identification of α-Asynchronous Cellular Automata in the Case of Partial Observations with Spatially Separated Gaps.

Witold Bolt, Barbara Wolnik, Jan M. Baetens, Bernard De Baets

Proceedings of the Challenging Problems and Solutions in Intelligent Systems, 2016

Stability of Cellular Automata Trajectories Revisited: Branching Walks and Lyapunov Profiles.

Jan M. Baetens, Janko Gravner

J. Nonlinear Sci., 2016

On the Dynamics of Stochastic Elementary Cellular Automata.

Jan M. Baetens, Wouter Van der Meeren, Bernard De Baets

J. Cell. Autom., 2016

Classification of cellular automata through texture analysis.

Núbia Rosa da Silva, Jan M. Baetens, Marcos William da Silva Oliveira, Bernard De Baets, Odemir Martinez Bruno

Inf. Sci., 2016

The Density Classification Problem in the Context of Continuous Cellular Automata.

Barbara Wolnik, Marcin Dembowski, Witold Bolt, Jan M. Baetens, Bernard De Baets

Proceedings of the Cellular Automata, 2016

A Spatial Sensitivity Analysis of a Spatially Explicit Model for Myxomatosis in Belgium.

Jan M. Baetens, Bernard De Baets

Proceedings of the Cellular Automata, 2016

2015

Unsupervised ridge detection using second order anisotropic Gaussian kernels.

Carlos Lopez-Molina, Guillermo Vidal-Diez de Ulzurrun, Jan M. Baetens, J. Van den Bulcke, Bernard De Baets

Signal Process., 2015

On the decomposition of stochastic cellular automata.

Witold Bolt, Jan M. Baetens, Bernard De Baets

J. Comput. Sci., 2015

A dynamical systems approach to the discrimination of the modes of operation of cryptographic systems.

Jeaneth Machicao, Jan M. Baetens, Anderson G. Marco, Bernard De Baets, Odemir M. Bruno

Commun. Nonlinear Sci. Numer. Simul., 2015

A Behavioral Analysis of Cellular Automata.

Jan M. Baetens, Bernard De Baets

Proceedings of the Parallel Computing Technologies - 13th International Conference, PaCT 2015, Petrozavodsk, Russia, August 31, 2015

An evolutionary approach to the identification of Cellular Automata based on partial observations.

Witold Bolt, Jan M. Baetens, Bernard De Baets

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Lyapunov Exponents of One-Dimensional, Binary Stochastic Cellular Automata.

Wouter Van der Meeren, Jan M. Baetens, Bernard De Baets

Proceedings of the Cellular Automata, 2014

Towards a Comprehensive Understanding of Multi-state Cellular Automata.

Jan M. Baetens, Bernard De Baets

Proceedings of the Cellular Automata, 2014

2013

Modelling a pike (Esox lucius) population in a lowland river using a cellular automaton.

Ine S. Pauwels, Ans M. Mouton, Jan M. Baetens, Steffie Van Nieuland, Bernard De Baets, Peter L. M. Goethals

Ecol. Informatics, 2013

Influence of the topology of a cellular automaton on its dynamical properties.

Jan M. Baetens, Karel De Loof, Bernard De Baets

Commun. Nonlinear Sci. Numer. Simul., 2013

2012

Discrete spatio-temporal modelling paradigms for environmental processes: SWOT analysis, application portfolio and Lyapunovian stability analysis.

Jan M. Baetens

PhD thesis, 2012

A Spatially Explicit Migration Model for Pike.

Steffie Van Nieuland, Jan M. Baetens, Ine S. Pauwels, Bernard De Baets, Ans M. Mouton, Peter L. M. Goethals

Proceedings of the Cellular Automata, 2012

Topological Perturbations and Their Effect on the Dynamics of Totalistic Cellular Automata.

Jan M. Baetens, Bernard De Baets

Proceedings of the Cellular Automata, 2012

2011

Design and parameterization of a stochastic cellular automaton describing a chemical reaction.

Pieter Van der Weeën, Jan M. Baetens, Bernard De Baets

J. Comput. Chem., 2011

2010

Continuous cellular automata on irregular tessellations: Mimicking steady-state heat flow.

Jan M. Baetens, Bernard De Baets

Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

Towards Generalized Measures Grasping CA Dynamics.

Jan M. Baetens, Bernard De Baets

Proceedings of the Cellular Automata, 2010

Tracking Uncertainty in a Spatially Explicit Susceptible-Infected Epidemic Model.

Jan M. Baetens, Bernard De Baets

Proceedings of the Cellular Automata, 2010

2009

Incorporating Fuzziness in Spatial Susceptible-Infected Epidemic Models.

Jan M. Baetens, Bernard De Baets

Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009