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153
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IJCNN
2006
IEEE
15 years 9 months 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
134
Voted
SBRN
2006
IEEE
15 years 9 months ago
A Dynamic Classifier Selection Method to Build Ensembles using Accuracy and Diversity
Alixandre Santana, Rodrigo G. F. Soares, Anne M. P...
91
Voted
SBRN
2006
IEEE
15 years 9 months ago
Optical Digit Recognition for Images of Handwritten Historical Documents
Adriano L. I. Oliveira, Carlos A. B. Mello, E. R. ...
124
Voted
ICANN
2005
Springer
15 years 9 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
87
Voted
IWANN
2005
Springer
15 years 9 months ago
Cascade Ensembles
Nicolás García-Pedrajas, Domingo Ort...