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108
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SASO
2008
IEEE
15 years 6 months ago
On a Self-Organizing MANET Event Routing Architecture with Causal Dependency Awareness
Publish/subscribe (P/S) is a communication paradigm of growing popularity for information dissemination in largescale distributed systems. The strong decoupling between informatio...
Guanhong Pei, Binoy Ravindran, E. Douglas Jensen
KDD
2000
ACM
147views Data Mining» more  KDD 2000»
15 years 3 months ago
A self organizing map (SOM) extended model for information discovery in a digital library context
This paper presents the MicroNOMAD Discovering Tool. Its main characteristic is both to provide an user with emergent analyses of a multimedia database content and with querying a...
Jean-Charles Lamirel, Jacques Ducloy, Hager Kammou...
82
Voted
ESOA
2006
15 years 3 months ago
Dynamic Decentralized Any-Time Hierarchical Clustering
Hierarchical clustering is used widely to organize data and search for patterns. Previous algorithms assume that the body of data being clustered is fixed while the algorithm runs...
H. Van Dyke Parunak, Richard Rohwer, Theodore C. B...
NIPS
2003
15 years 1 months ago
Learning a World Model and Planning with a Self-Organizing, Dynamic Neural System
We present a connectionist architecture that can learn a model of the relations between perceptions and actions and use this model for behavior planning. State representations are...
Marc Toussaint
NPL
2002
151views more  NPL 2002»
14 years 11 months ago
Additive Composition of Supervised Self Organizing Maps
The learning of complex relationships can be decomposed into several neural networks. The modular organization is determined by prior knowledge of the problem that permits to split...
Jean-Luc Buessler, Jean-Philippe Urban, Julien Gre...