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ESANN
2001
15 years 5 months ago
Transfer functions: hidden possibilities for better neural networks
Abstract. Sigmoidal or radial transfer functions do not guarantee the best generalization nor fast learning of neural networks. Families of parameterized transfer functions provide...
Wlodzislaw Duch, Norbert Jankowski
NETWORKING
2004
15 years 5 months ago
The Role of Information Update in Flow Control
A common feature of congestion control protocols is the presence of information packets used to signal congestion. We address here the question of how frequently such protocols nee...
Eitan Altman, Tamer Basar, Naceur Malouch
NIPS
2004
15 years 5 months ago
Euclidean Embedding of Co-Occurrence Data
Embedding algorithms search for low dimensional structure in complex data, but most algorithms only handle objects of a single type for which pairwise distances are specified. Thi...
Amir Globerson, Gal Chechik, Fernando C. Pereira, ...
GEOINFO
2003
15 years 5 months ago
Integration of Heterogeneous Pluviometric Data for Crop Forecasts
Crop forecast is an activity practiced by experts in agriculture, based on large data volumes. These data cover climatological information of the most diverse types, concerning a g...
João Guilherme de Souza Lima, Claudia Bauze...
SNPD
2003
15 years 5 months ago
Stream Processing on the Grid: an Array Stream Transforming Language
Specific requirements of stream processing on the Grid are discussed. We argue that when the stream processing paradigm is used for cluster computing, the processing components c...
Alexander V. Shafarenko