The nature of statistical learning theory
The nature of statistical learning theory
Accounting for boundary effects in nearest neighbor searching
Proceedings of the eleventh annual symposium on Computational geometry
Support vector domain description
Pattern Recognition Letters - Special issue on pattern recognition in practice VI
One-class svms for document classification
The Journal of Machine Learning Research
A tutorial on ν-support vector machines: Research Articles
Applied Stochastic Models in Business and Industry - Statistical Learning
Estimating the Support of a High-Dimensional Distribution
Neural Computation
Pattern Recognition and Machine Learning (Information Science and Statistics)
Pattern Recognition and Machine Learning (Information Science and Statistics)
One-class support vector machines-an application in machine fault detection and classification
Computers and Industrial Engineering
A One-Class Classification Approach for Protein Sequences and Structures
ISBRA '09 Proceedings of the 5th International Symposium on Bioinformatics Research and Applications
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The aim of this paper is to devise a new PC-algorithm (partial correlation), uPC-algorithm, for estimating a high dimensional undirected graph associated to a faithful Gaussian Graphical Model. First, we define the separability order ...