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ITRUST
2004
Springer
15 years 12 months ago
Human Experiments in Trust Dynamics
In the literature, the validity of theories or models for trust is usually based on intuition and common sense. Theories and models are not often verified experimentally. The rese...
Catholijn M. Jonker, Joost J. P. Schalken, Jan The...
MATES
2004
Springer
15 years 12 months ago
Towards Models of Incomplete and Uncertain Knowledge of Collaborators' Internal Resources
Collaboration plays a critical role when a group is striving for goals which are difficult or impossible to achieve by an individual. Knowledge about collaborators’ contribution...
Christian Guttmann, Ingrid Zukerman
PKDD
2004
Springer
155views Data Mining» more  PKDD 2004»
15 years 12 months ago
Ensemble Feature Ranking
A crucial issue for Machine Learning and Data Mining is Feature Selection, selecting the relevant features in order to focus the learning search. A relaxed setting for Feature Sele...
Kees Jong, Jérémie Mary, Antoine Cor...
ROCAI
2004
Springer
15 years 12 months ago
Learning Interestingness Measures in Terminology Extraction. A ROC-based approach
Abstract. In the field of Text Mining, a key phase in data preparation is concerned with the extraction of terms, i.e. collocation of words attached to specific concepts (e.g. Ph...
Mathieu Roche, Jérôme Azé, Yve...
SSPR
2004
Springer
15 years 12 months ago
Bounds for the Average Generalization Error of the Mixture of Experts Neural Network
Abstract. In this paper we derive an upper bound for the average-case generalization error of the mixture of experts modular neural network, based on an average-case generalization...
Luís A. Alexandre, Aurélio C. Campil...