5 citations · 8 across the 4 of their papers we have counts for
4 papers
Efficient Computation of Updated Lower Expectations for Imprecise Continuous-Time Hidden Markov Chains
Thomas Krak, Jasper De Bock, Arno Siebes
We consider the problem of performing inference with imprecise continuous-time hidden Markov chains, that is, imprecise continuous-time Markov chains that are augmented with random…
Imprecise Continuous-Time Markov Chains
Thomas Krak, Jasper De Bock, Arno Siebes
Continuous-time Markov chains are mathematical models that are used to describe the state-evolution of dynamical systems under stochastic uncertainty, and have found widespread app…
Keeping it Short and Simple: Summarising Complex Event Sequences with Multivariate Patterns
Roel Bertens, Jilles Vreeken, Arno Siebes
We study how to obtain concise descriptions of discrete multivariate sequential data. In particular, how to do so in terms of rich multivariate sequential patterns that can capture…
Beauty and Brains: Detecting Anomalous Pattern Co-Occurrences
Roel Bertens, Jilles Vreeken, Arno Siebes
Our world is filled with both beautiful and brainy people, but how often does a Nobel Prize winner also wins a beauty pageant? Let us assume that someone who is both very beautiful…