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ECAI
2004
Springer
15 years 12 months ago
Exploiting Association and Correlation Rules - Parameters for Improving the K2 Algorithm
A Bayesian network is an appropriate tool to deal with the uncertainty that is typical of real-life applications. Bayesian network arcs represent statistical dependence between dif...
Evelina Lamma, Fabrizio Riguzzi, Sergio Storari
ECAI
2004
Springer
15 years 12 months ago
Expectation Reasoning Using Regret and Disappointment
A critical aspect of an agent system is the ability to deal with unexpected situations to determine an appropriate course of action in a changing environment. In this paper, we inv...
Bình Vu Trân, James Harland, Margaret...
EVOW
2004
Springer
15 years 12 months ago
Evolutionary Search of Thresholds for Robust Feature Set Selection: Application to the Analysis of Microarray Data
Abstract. We deal with two important problems in pattern recognition that arise in the analysis of large datasets. While most feature subset selection methods use statistical techn...
Carlos Cotta, Christian Sloper, Pablo Moscato
JELIA
2004
Springer
15 years 12 months ago
Games for Cognitive Agents
Strategic games model the interaction among simultaneous decisions of agents. The starting point of strategic games is a set of players (agents) having strategies (decisions) and p...
Mehdi Dastani, Leendert W. N. van der Torre
MICAI
2004
Springer
15 years 12 months ago
Evaluation-Based Semiring Meta-constraints
Abstract. Classical constraint satisfaction problems (CSPs) provide an expressive formalism for describing and solving many real-world problems. However, classical CSPs prove to be...
Jerome Kelleher, Barry O'Sullivan