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IJCNN
2006
IEEE
14 years 4 months ago
Dynamic Hyperparameter Scaling Method for LVQ Algorithms
— We propose a new annealing method for the hyperparameters of several recent Learning Vector Quantization algorithms. We first analyze the relationship between values assigned ...
Sambu Seo, Klaus Obermayer
IJCNN
2006
IEEE
14 years 4 months ago
Data Fusion for Outlier Detection through Pseudo-ROC Curves and Rank Distributions
— This paper proposes a novel method of fusing models for classification of unbalanced data. The unbalanced data contains a majority of healthy (negative) instances, and a minor...
Paul F. Evangelista, Mark J. Embrechts, Boleslaw K...
IJCNN
2006
IEEE
14 years 4 months ago
Markov Coding Strategy of the Simple Spiking Model of Auditory Neuron
— The present paper is devoted to the exploration of the properties of the simple spiking neuron model and quantification of the information transfer rate, which the separate neu...
Alexei V. Ivanov, Alexander A. Petrovsky
IPPS
2006
IEEE
14 years 4 months ago
Towards MPI progression layer elimination with TCP and SCTP
MPI middleware glues together the components necessary for execution. Almost all implementations have a communication component also called a message progression layer that progre...
Brad Penoff, Alan Wagner
IPPS
2006
IEEE
14 years 4 months ago
Privacy-aware presence management in instant messaging systems
Information about online presence allows participants of instant messaging (IM) systems to determine whether their prospective communication partners will be able to answer their ...
Karsten Loesing, Markus Dorsch, Martin Grote, Knut...