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» On Generalization by Neural Networks
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ICANN
2005
Springer
15 years 10 months ago
Data Fusion for Modern Engineering Applications: An Overview
An overview of data fusion approaches is provided from the signal processing viewpoint. The general concept of data fusion is introduced, together with the related architectures, a...
Danilo P. Mandic, Dragan Obradovic, Anthony Kuh, T...
145
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ICANN
2003
Springer
15 years 9 months ago
Weighted Self-Organizing Maps: Incorporating User Feedback
One interesting way of accessing collections of multimedia objects is by methods of visualization and clustering. Growing self-organizing maps provide such a solution, which adapts...
Andreas Nürnberger, Marcin Detyniecki
ICIAP
1997
ACM
15 years 8 months ago
The COMPARES Project: COnnectionist Methods for Preprocessing and Analysis of REmote Sensing Data
The European Concerted Action \COMPARES" (Concerted Action on COnnectionist Methods for Preprocessing and Analysis of REmote Sensing Data) was funded within the Environment an...
Jim Austin, Giorgio Giacinto, I. Kanellopoulos, Ke...
INFORMATICALT
2007
95views more  INFORMATICALT 2007»
15 years 4 months ago
Neuro-IG: A Hybrid System for Selection and Elimination of Predictor Variables and non Relevant Individuals
In this article we present the general architecture of a hybrid neuro-symbolic system for the selection and stepwise elimination of predictor variables and non-relevant individuals...
Baghdad Atmani, Bouziane Beldjilali
IEAAIE
2005
Springer
15 years 10 months ago
A SOM Based Approach for Visualization of GSM Network Performance Data
In this paper, a neural network based approach to visualize performance data of a GSM network is presented. The proposed approach consists of several steps. First, a suitable propo...
Pasi Lehtimäki, Kimmo Raivio