2615 search results - page 164 / 523 » Predictive Hebbian Learning |
118
Voted
ISNN
2007
Springer
15 years 9 months ago
2007
Springer
A novel online dynamic value system for machine learning is proposed in this paper. The proposed system has a dual network structure: data processing network (DPN) and information ...
138
Voted
ICML
2004
IEEE
15 years 9 months ago
2004
IEEE
We introduce a new perceptron-based discriminative learning algorithm for labeling structured data such as sequences, trees, and graphs. Since it is fully kernelized and uses poin...
117
Voted
ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
We describe and analyze an online algorithm for supervised learning of pseudo-metrics. The algorithm receives pairs of instances and predicts their similarity according to a pseud...
145
Voted
PKDD
2009
Springer
15 years 10 months ago
2009
Springer
Abstract. We propose a learning approach for integrating formal knowledge into statistical inference by exploiting ontologies as a semantically rich and fully formal representation...
108
Voted
ICTAI
2008
IEEE
15 years 10 months ago
2008
IEEE
It is difficult to learn good classifiers when training data is missing attribute values. Conventional techniques for dealing with such omissions, such as mean imputation, general...