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» Megamaps: Construction and Examples
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ADAPTIVE
2007
Springer
16 years 21 days ago
Adaptive Support for Distributed Collaboration
Abstract. Through interaction with others, a person develops multiple perspectives that become the basis for innovation and the construction of new knowledge. This chapter discusse...
Amy Soller
AOSE
2004
Springer
15 years 12 months ago
AML: Agent Modeling Language Toward Industry-Grade Agent-Based Modeling
Abstract. The Agent Modeling Language (AML) is a semi-formal visual modeling language, specified as an extension to UML 2.0. It is a consistent set of modeling constructs designed...
Radovan Cervenka, Ivan Trencanský, Monique ...
PKDD
2005
Springer
109views Data Mining» more  PKDD 2005»
16 years 2 hour ago
An Imbalanced Data Rule Learner
Imbalanced data learning has recently begun to receive much attention from research and industrial communities as traditional machine learners no longer give satisfactory results. ...
Canh Hao Nguyen, Tu Bao Ho
SLSFS
2005
Springer
15 years 12 months ago
Generalization Bounds for Subspace Selection and Hyperbolic PCA
We present a method which uses example pairs of equal or unequal class labels to select a subspace with near optimal metric properties in a kernel-induced Hilbert space. A represen...
Andreas Maurer
DMIN
2008
190views Data Mining» more  DMIN 2008»
15 years 8 months ago
Optimization of Self-Organizing Maps Ensemble in Prediction
The knowledge discovery process encounters the difficulties to analyze large amount of data. Indeed, some theoretical problems related to high dimensional spaces then appear and de...
Elie Prudhomme, Stéphane Lallich