99 search results - page 18 / 20 » On the Use of Neural Network Ensembles in QSAR and QSPR |
IJCNN
2007
IEEE
14 years 1 months ago
2007
IEEE
— We present a methodology to analyze Multiple Classifiers Systems (MCS) performance, using the diversity concept. The goal is to define an alternative approach to the convention...
IJCNN
2007
IEEE
14 years 1 months ago
2007
IEEE
—The 0/1 loss is an important cost function for perceptrons. Nevertheless it cannot be easily minimized by most existing perceptron learning algorithms. In this paper, we propose...
ICANN
2003
Springer
14 years 6 days ago
2003
Springer
We suggest a new approach to optimize the learning of sparse features under the constraints of explicit transformation symmetries imposed on the set of feature vectors. Given a set...
TKDE
2008
13 years 6 months ago
2008
We present a method for explaining predictions for individual instances. The presented approach is general and can be used with all classification models that output probabilities...
ISMIR
2004
Springer
14 years 11 days ago
2004
Springer
This paper presents a system that extracts 109 musical features from symbolic recordings (MIDI, in this case) and uses them to classify the recordings by genre. The features used ...