2 citations · 9 across the 26 of their papers we have counts for
24 papers · 1 filter
How To Overcome Richness Axiom Fallacy
Mieczysław A. Kłopotek, Robert A. Kłopotek
The paper points at the grieving problems implied by the richness axiom in the Kleinberg's axiomatic system and suggests resolutions. The richness induces learnability problem in g…
p-d-Separation -- A Concept for Expressing Dependence/Independence Relations in Causal Networks
Mieczysław A. Kłopotek
Spirtes, Glymour and Scheines formulated a Conjecture that a direct dependence test and a head-to-head meeting test would suffice to construe directed acyclic graph decompositions…
On Irrelevance of Attributes in Flexible Prediction
Mieczyslaw A. Klopotek, Andrzej Matuszewski
This paper analyses properties of conceptual hierarchy obtained via incremental concept formation method called "flexible prediction" in order to determine what kind of "relevance"…
Non-Destructive Sample Generation From Conditional Belief Functions
Mieczysław A. Kłopotek
This paper presents a new approach to generate samples from conditional belief functions for a restricted but non trivial subset of conditional belief functions. It assumes the fac…
Query Optimization Properties of Modified VBS
Mieczysław A. Kłopotek, Sławomir T. Wierzchoń
Valuation-Based~System can represent knowledge in different domains including probability theory, Dempster-Shafer theory and possibility theory. More recent studies show that the f…
Reasoning and Facts Explanation in Valuation Based Systems
S. T. Wierzchoń, M. A. Kłopotek, M. Michalewicz
In the literature, the optimization problem to identify a set of composite hypotheses H, which will yield the largest where a composite hypothesis is an instantiatio…