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» Graph of Neural Networks for Pattern Recognition
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ICPR
2002
IEEE
15 years 7 days ago
Graph of Neural Networks for Pattern Recognition
This paper presents a new architecture of neural networks designed for pattern recognition. The concept of induction graphs coupled with a divide-and-conquer strategy defines a Gr...
Hubert Cardot, Olivier Lezoray
ICANN
2007
Springer
14 years 5 months ago
Unbiased SVM Density Estimation with Application to Graphical Pattern Recognition
Abstract. Classification of structured data (i.e., data that are represented as graphs) is a topic of interest in the machine learning community. This paper presents a different,...
Edmondo Trentin, Ernesto Di Iorio
ESANN
2004
14 years 17 days ago
Neural methods for non-standard data
Standard pattern recognition provides effective and noise-tolerant tools for machine learning tasks; however, most approaches only deal with real vectors of a finite and fixed dime...
Barbara Hammer, Brijnesh J. Jain
CIARP
2008
Springer
14 years 1 months ago
An Empirical Study for the Multi-class Imbalance Problem with Neural Networks
Roberto Alejo, José Martínez Sotoca,...