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DIAGRAMS
2004
Springer
14 years 1 months ago
Decision Diagrams in Machine Learning: An Empirical Study on Real-Life Credit-Risk Data
Decision trees are a widely used knowledge representation in machine learning. However, one of their main drawbacks is the inherent replication of isomorphic subtrees, as a result...
Christophe Mues, Bart Baesens, Craig M. Files, Jan...
JELIA
2004
Springer
14 years 1 months ago
Two Approaches to Merging Knowledge Bases
We present a framework for expressing different merging operators for belief sets. This framework is a generalisation of our earlier work concerning consistency-based belief revisi...
James P. Delgrande, Torsten Schaub
JELIA
2004
Springer
14 years 1 months ago
Knowledge-Theoretic Properties of Strategic Voting
Abstract. Results in social choice theory such as the Arrow and GibbardSatterthwaite theorems constrain the existence of rational collective decision making procedures in groups of...
Samir Chopra, Eric Pacuit, Rohit Parikh
MICAI
2004
Springer
14 years 1 months ago
Graduated Errors in Approximate Queries Using Hierarchies and Ordered Sets
Abstract. Often, qualitative values have an ordering, such as (veryshort, short, medium-height, tall) or a hierarchical level, such as (TheWorld, Europe, Spain, Madrid), which are ...
Adolfo Guzmán-Arenas, Serguei Levachkine
NMR
2004
Springer
14 years 1 months ago
Belief dynamics and defeasible argumentation in rational agents
The BDI model provides what it is possibly one of the most promising architectures for the development of intelligent agents, and has become one of the most studied and well known...
Marcelo A. Falappa, Alejandro Javier García...