Thomas E. Krak

According to our database, Thomas E. Krak authored at least 12 papers between 2014 and 2024.

Collaborative distances:

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

2024

Beyond tree-shaped credal probabilistic circuits.

David Ricardo Montalvan Hernandez, Tijn Centen, Thomas Krak, Erik Quaeghebeur, Cassio de Campos

Int. J. Approx. Reason., 2024

Dempster-Shafer Credal Probabilistic Circuits.

David Ricardo Montalvan Hernandez, Thomas Krak, Cassio de Campos

Proceedings of the Belief Functions: Theory and Applications, 2024

2022

Hitting times for continuous-time imprecise-Markov chains.

Thomas Krak

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

Sum-product laws and efficient algorithms for imprecise Markov chains.

Jasper De Bock, Alexander Erreygers, Thomas Krak

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

2019

Two-State Imprecise Markov Chains for Statistical Modelling of Two-State Non-Markovian Processes.

Matthias C. M. Troffaes, Thomas E. Krak, Henna Bains

Proceedings of the International Symposium on Imprecise Probabilities: Theories and Applications, 2019

Hitting Times and Probabilities for Imprecise Markov Chains.

Thomas E. Krak, Natan T'Joens, Jasper De Bock

Proceedings of the International Symposium on Imprecise Probabilities: Theories and Applications, 2019

A Recursive Algorithm for Computing Inferences in Imprecise Markov Chains.

Natan T'Joens, Thomas E. Krak, Jasper De Bock, Gert de Cooman

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2019

2018

An Imprecise Probabilistic Estimator for the Transition Rate Matrix of a Continuous-Time Markov Chain.

Thomas E. Krak, Alexander Erreygers, Jasper De Bock

Proceedings of the Uncertainty Modelling in Data Science, 2018

2017

Imprecise continuous-time Markov chains.

Thomas E. Krak, Jasper De Bock, Arno Siebes

Int. J. Approx. Reason., 2017

Efficient Computation of Updated Lower Expectations for Imprecise Continuous-Time Hidden Markov Chains.

Thomas E. Krak, Jasper De Bock, Arno Siebes

Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, 2017

2015

Exceptional Model Mining with Tree-Constrained Gradient Ascent.

Thomas E. Krak, Ad Feelders

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

2014

Knowledge-based Bias Correction - A Case Study in Veterinary Decision Support.

Thomas E. Krak, Linda C. van der Gaag

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014