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FLAIRS
2003
13 years 9 months ago
The Indifferent Naive Bayes Classifier
Jesús Cerquides, Ramon López de M&aa...
FLAIRS
2003
13 years 9 months ago
Information Filtering Using the Dynamics of the User Profile
This paper presents an adaptive algorithm for learning the user profile. The user profile is learned incrementally and continuously based on user’s initial profile, his actions ...
Costin Barbu, Marin Simina
FLAIRS
2003
13 years 9 months ago
An Action Selection Architecture for an Emotional Agent
An architecture for action selection is presented linking emotion, cognition and behavior. It defines the information and emotion processes of an agent. The architecture has been...
Gertjan J. Burghouts, Dirk Heylen, Mannes Poel, Ri...
FLAIRS
2003
13 years 9 months ago
Logical Identities Applied to Knowledge Discovery in Databases
Data mining is the process of extracting implicit, previously unknown, and potentially useful information from data in databases. It is widely recognized as a useful tool for deci...
James P. Buckley, Jennifer Seitzer, Yongzhi Zhang,...
FLAIRS
2003
13 years 9 months ago
An Extension of the Differential Approach for Bayesian Network Inference to Dynamic Bayesian Networks
We extend the differential approach to inference in Bayesian networks (BNs) (Darwiche, 2000) to handle specific problems that arise in the context of dynamic Bayesian networks (D...
Boris Brandherm
FLAIRS
2003
13 years 9 months ago
Optimal Approach for Temporal Patterns Discovery
This paper presents new technique for discovering temporal patterns when considered primitives are intervals. Apriori technique is the most used one to deal with temporal patterns...
Khellaf Bouandas, Aomar Osmani
FLAIRS
2003
13 years 9 months ago
Improving the Representation Space through Exception-Based Learning
This paper addresses the problem of improving the representation space in a rule-based intelligent system, through exception-based learning. Such a system generally learns rules c...
Cristina Boicu, Gheorghe Tecuci, Mihai Boicu, Dori...
FLAIRS
2003
13 years 9 months ago
Hierarchical Causal Parameter Abduction in Integral-Hybrid Logic Nets
Hybrid logic nets contain nodes that exhibit recurrent characteristics, in that a node output shows temporal tendencies even when the inputs are constant (Al-Dabass et al. 1999a a...
David Al-Dabass, David J. Evans, Siva Sivayoganath...
FLAIRS
2003
13 years 9 months ago
Indeterminacy and Rough Approximation
This paper deals with the problem of merging descriptions of approximate spatial location specified at different levels of granularity. We distinguish between the roughness of an...
Thomas Bittner