output
20112026
most citedA review of possible effects of cognitive biases on the interpretation of rule-based machine learning models

138 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2013 · cs.AIShow all

4 papers · 2 filters

cs.AI2013★ 34 cited

Composition of Probability Measures on Finite Spaces

Radim Jirousek

Decomposable models and Bayesian networks can be defined as sequences of oligo-dimensional probability measures connected with operators of composition. The preliminary results sug…

cs.AI2013★ 7 cited

Conditional Independence and Markov Properties in Possibility Theory

Jirina Vejnarova

Conditional independence and Markov properties are powerful tools allowing expression of multidimensional probability distributions by means of low-dimensional ones. As multidimens…

cs.AI2013★ 12 cited

Marginalization in Composed Probabilistic Models

Radim Jirousek

Composition of low-dimensional distributions, whose foundations were laid in the papaer published in the Proceeding of UAI'97 (Jirousek 1997), appeared to be an alternative apparat…

cs.AI2013★ 12 cited

On characterizing Inclusion of Bayesian Networks

Tomas Kocka, Remco R. Bouckaert, Milan Studeny

Every directed acyclic graph (DAG) over a finite non-empty set of variables (= nodes) N induces an independence model over N, which is a list of conditional independence statements…