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FLAIRS
2004
13 years 11 months ago
Formation of Probabilistic Concepts through Observations Containing Discrete and Continuous Attributes
The probabilistic concept formation general problem in dealing with mixed-data scale environments is due to the use of different evaluation function for each attribute type. We cl...
Ricardo Batista Rebouças, João Jos&e...
FLAIRS
2004
13 years 11 months ago
Invariance of MLP Training to Input Feature De-correlation
In the neural network literature, input feature de-correlation is often referred as one pre-processing technique used to improve the MLP training speed. However, in this paper, we...
Changhua Yu, Michael T. Manry, Jiang Li
FLAIRS
2004
13 years 11 months ago
In-Depth Analysis of Similarity Knowledge and Metric Contributions to Recommender Performance
Initial successes in the area of recommender systems have led to considerable early optimism. However as a research community, we are still in the early days of our understanding ...
Derry O'Sullivan, Barry Smyth, David C. Wilson
FLAIRS
2004
13 years 11 months ago
Cellular Automata Approach to Aircraft Corrosion Pit Growth
Corrosion is one of the degrading mechanisms that greatly affect the structural integrity of aerospace components. Corrosion begins with small imperfections in the given material ...
Ramana Pidaparti, Mathew J. Palakal, Long Fong
FLAIRS
2004
13 years 11 months ago
Context-Based Awareness in Group Work
The concept of context can be used with advantage in the area of Computer-Supported Cooperative Work. For many years, the awareness term has been used in this area without explici...
Patrick Brézillon, Marcos R. S. Borges, Jos...