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IJAR
2008
114views more  IJAR 2008»
13 years 4 months ago
A definition of subjective possibility
: Based on the setting of exchangeable bets, this paper proposes a subjectivist view of numerical possibility theory. It relies on the assumption that when an agent constructs a pr...
Didier Dubois, Henri Prade, Philippe Smets
IJAR
2008
167views more  IJAR 2008»
13 years 4 months ago
Approximate algorithms for credal networks with binary variables
This paper presents a family of algorithms for approximate inference in credal networks (that is, models based on directed acyclic graphs and set-valued probabilities) that contai...
Jaime Shinsuke Ide, Fabio Gagliardi Cozman
IJAR
2008
118views more  IJAR 2008»
13 years 4 months ago
Dynamic multiagent probabilistic inference
Cooperative multiagent probabilistic inference can be applied in areas such as building surveillance and complex system diagnosis to reason about the states of the distributed unc...
Xiangdong An, Yang Xiang, Nick Cercone
IJAR
2008
92views more  IJAR 2008»
13 years 4 months ago
Predicting causality ascriptions from background knowledge: model and experimental validation
A model is defined that predicts an agent's ascriptions of causality (and related notions of facilitation and justification) between two events in a chain, based on backgroun...
Jean-François Bonnefon, Rui Da Silva Neves,...
IJAR
2008
119views more  IJAR 2008»
13 years 4 months ago
Adapting Bayes network structures to non-stationary domains
When an incremental structural learning method gradually modifies a Bayesian network (BN) structure to fit observations, as they are read from a database, we call the process stru...
Søren Holbech Nielsen, Thomas D. Nielsen
IJAR
2008
63views more  IJAR 2008»
13 years 4 months ago
Gene expression modeling through positive boolean functions
Francesca Ruffino, Marco Muselli, Giorgio Valentin...
IJAR
2008
93views more  IJAR 2008»
13 years 4 months ago
Prototype based fuzzy classification in clinical proteomics
Proteomic profiling based on mass spectrometry is an important tool for studies at the protein and peptide level in medicine and health care. Thereby, the identification of releva...
Frank-Michael Schleif, Thomas Villmann, Barbara Ha...
IJAR
2008
80views more  IJAR 2008»
13 years 4 months ago
Projective MV-algebras
We characterize finitely generated projective MV -algebra and give also sufficient conditions to be a finitely generated projective MV algebra.
Antonio di Nola, Revaz Grigolia, Ada Lettieri