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IJCNN
2006
IEEE
16 years 6 days ago
Generalization Improvement in Multi-Objective Learning
— Several heuristic methods have been suggested for improving the generalization capability in neural network learning, most of which are concerned with a single-objective (SO) l...
Lars Gräning, Yaochu Jin, Bernhard Sendhoff
SBRN
2006
IEEE
16 years 6 days ago
A Dynamic Classifier Selection Method to Build Ensembles using Accuracy and Diversity
Alixandre Santana, Rodrigo G. F. Soares, Anne M. P...
SBRN
2006
IEEE
16 years 6 days ago
Optical Digit Recognition for Images of Handwritten Historical Documents
Adriano L. I. Oliveira, Carlos A. B. Mello, E. R. ...
ICANN
2005
Springer
15 years 11 months ago
Principles of Employing a Self-organizing Map as a Frequent Itemset Miner
This work proposes a theoretical guideline in the specific area of Frequent Itemset Mining (FIM). It supports the hypothesis that the use of neural network technology for the prob...
Vicente O. Baez-Monroy, Simon O'Keefe
IWANN
2005
Springer
15 years 11 months ago
Cascade Ensembles
Nicolás García-Pedrajas, Domingo Ort...