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Sequential Superparamagnetic Clustering for Unbiased Classification of High-Dimensional Chemical Data.

✍ Scribed by Thomas Ott; Albert Kern; Ausgar Schuffenhauer; Maxim Popov; Pierre Acklin; Edgar Jacoby; Ruedi Stoop


Publisher
John Wiley and Sons
Year
2004
Weight
17 KB
Volume
35
Category
Article
ISSN
0931-7597

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Gaussian mixture models for the classifi
✍ Julien Jacques; Charles Bouveyron; Stéphane Girard; Olivier Devos; Ludovic Dupon 📂 Article 📅 2010 🏛 John Wiley and Sons 🌐 English ⚖ 631 KB

## Abstract In this work, a family of generative Gaussian models designed for the supervised classification of high‐dimensional data is presented as well as the associated classification method called High‐Dimensional Discriminant Analysis (HDDA). The features of these Gaussian models are as follow