The Particle Swarm Optimization (PSO) is used to optimize the feature vectors size.
Instead of exhaustively exploring the solution space, these algorithms adopt effective learning schemes to optimize the feature selection [27].
We utilized wavelets to extract signal features and in the time-frequency representations to optimize the feature extraction procedure.
Meanwhile, the previous studies did not try to optimize the feature selection which is critical for our studies.
Such a model aims at the best seizure classification accuracy, and it is able to simultaneously optimize the feature and classifier.
Using the feature selection techniques to optimize the feature set can not only enhance the prediction accuracy but also provide useful insights for in-depth understanding of the action mechanism of conotoxins.
The principal component analysis (PCA) is a mathematical procedure that optimizes the feature set by eliminating redundant attributes.
Furthermore, it is possible to eliminate the dependency on video content by considering as many features as possible and then optimizing the feature subset.
Our target users for this launch are the people using FriendFeed groups for collaboration, so we optimized the feature for sharing smaller documents, not just media files.
