12 citations · 18 across the 3 of their papers we have counts for
3 papers
On the performance of phonetic algorithms in microtext normalization
Yerai Doval, Manuel Vilares, Jesús Vilares
User-generated content published on microblogging social networks constitutes a priceless source of information. However, microtexts usually deviate from the standard lexical and g…
Absolute convergence and error thresholds in non-active adaptive sampling
Manuel Vilares Ferro, Victor M. Darriba Bilbao, Jesús Vilares Ferro
Non-active adaptive sampling is a way of building machine learning models from a training data base which are supposed to dynamically and automatically derive guaranteed sample siz…
Early stopping by correlating online indicators in neural networks
Manuel Vilares Ferro, Yerai Doval Mosquera, Francisco J. Ribadas Pena +1
In order to minimize the generalization error in neural networks, a novel technique to identify overfitting phenomena when training the learner is formally introduced. This enables…