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NIPS
2003
15 years 8 months ago
When Does Non-Negative Matrix Factorization Give a Correct Decomposition into Parts?
We interpret non-negative matrix factorization geometrically, as the problem of finding a simplicial cone which contains a cloud of data points and which is contained in the posi...
David L. Donoho, Victoria Stodden
PSSS
2003
15 years 8 months ago
Scalable Ontology Implementation Based On knOWLer
Abstract: In this paper we describe the knOWLer System - an ontology-based information system. The knOWLer project focuses on the aspects of making ontologies available to real wor...
Iulian Ciorascu, Claudia Ciorascu, Kilian Stoffel
SERP
2003
15 years 8 months ago
Mappings between Object-Oriented Technology and Architecture-Based Models
In recent publications, two prominent approaches can be found which deal with the complexity of large software systems. First, there is the object–oriented approach, where ”ob...
Peter Tabeling, Bernhard Gröne
ICMAS
1998
15 years 8 months ago
Principles of Trust for MAS: Cognitive Anatomy, Social Importance, and Quantification
After arguing about the crucial importance of trust for Agents and MAS, we provide a definition of trust both as a mental state and as a social attitude and relation. We present t...
Cristiano Castelfranchi, Rino Falcone
NIPS
2000
15 years 8 months ago
Regularized Winnow Methods
In theory, the Winnow multiplicative update has certain advantages over the Perceptron additive update when there are many irrelevant attributes. Recently, there has been much eff...
Tong Zhang