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IDEAL
2005
Springer
14 years 3 months ago
Differential Priors for Elastic Nets
The elastic net and related algorithms, such as generative topographic mapping, are key methods for discretized dimension-reduction problems. At their heart are priors that specify...
Miguel Á. Carreira-Perpiñán, ...
ISNN
2005
Springer
14 years 3 months ago
Advanced Visualization Techniques for Self-organizing Maps with Graph-Based Methods
The Self-Organizing Map is a popular neural network model for data analysis, for which a wide variety of visualization techniques exists. We present a novel technique that takes th...
Georg Pölzlbauer, Andreas Rauber, Michael Dit...
DMSN
2004
ACM
14 years 3 months ago
Optimization of in-network data reduction
We consider the in-network computation of approximate “big picture” summaries in bandwidth-constrained sensor networks. First we review early work on computing the Haar wavele...
Joseph M. Hellerstein, Wei Wang
GECCO
2004
Springer
106views Optimization» more  GECCO 2004»
14 years 3 months ago
Bluenome: A Novel Developmental Model of Artificial Morphogenesis
The Bluenome Model of Development is introduced. The Bluenome model is a developmental model of Artificial Morphogenesis, inspired by biological development, instantiating a subset...
Taras Kowaliw, Peter Grogono, Nawwaf N. Kharma
GI
2004
Springer
14 years 3 months ago
Tuplespace-Based Collaboration for Bluetooth-Enabled Devices in Smart Environments
: Smart environments are often populated by resource-restricted devices that need to cooperate with each other in order to access remote sensors and benefit from other devices’ ...
Frank Siegemund, Pascal Keller