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IJAR
2002
109views more  IJAR 2002»
13 years 10 months ago
Belief function independence: I. The marginal case
In this paper, we study the notion of marginal independence between two sets of variables when uncertainty is expressed by belief functions as understood in the context of the tra...
Boutheina Ben Yaghlane, Philippe Smets, Khaled Mel...
IJAR
2002
72views more  IJAR 2002»
13 years 10 months ago
Belief function independence: II. The conditional case
Boutheina Ben Yaghlane, Philippe Smets, Khaled Mel...
IJAR
2002
109views more  IJAR 2002»
13 years 10 months ago
The application of the matrix calculus to belief functions
The mathematics of belief functions can be handled with the use of the matrix notation. This representation helps greatly the user thanks to its notational simplicity and its effi...
Philippe Smets
IJAR
2002
58views more  IJAR 2002»
13 years 10 months ago
Some relationships between fuzzy and random set-based classifiers and models
Luciano Sánchez, Jorge Casillas, Oscar Cord...
IJAR
2002
102views more  IJAR 2002»
13 years 10 months ago
Networks of probabilistic events in discrete time
The usual methods of applying Bayesian networks to the modeling of temporal processes, such as Dean and Kanazawa's dynamic Bayesian networks (DBNs), consist in discretizing t...
Severino F. Galán, Francisco Javier D&iacut...
IJAR
2002
93views more  IJAR 2002»
13 years 10 months ago
Troubleshooting using probabilistic networks and value of information
We develop a decision-theoretic method that yields approximate, low cost troubleshooting plans by making more relevant observations and devoting more time to generate a plan. The ...
Korhan Gökçay, Taner Bilgiç
IJAR
2002
98views more  IJAR 2002»
13 years 10 months ago
Contradiction sensitive fuzzy model-based adaptive control
Fuzzy model-based adaptive control, unlike traditional fuzzy control, extracts expert knowledge from data by using model identification techniques. In this paper, we propose an an...
Pablo Carmona, Juan Luis Castro, Jose Manuel Zurit...