Sample Truncation Strategies for Outlier Removal in Geochemical Data: The MCD Robust Distance Approach Versus t-SNE Ensemble Clustering

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

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Silhouettes: A graphical aid to the interpretation and validation of cluster analysis

Peter J. Rousseeuw · Journal of Computational and Applied Mathematics · 1987 · 20.7K citations

Computing, Visualization, Data Visualization +7

A tutorial on spectral clustering

Ulrike von Luxburg · Statistics and Computing · 2007 · 10.3K citations · Full text

Computing, Computer Science, Data Mining +10

Consensus Clustering: A Resampling-Based Method for Class Discovery and Visualization of Gene Expression Microarray Data

Stefano Monti, Pablo Tamayo, Jill P. Mesirov et al. · Machine Learning · 2003 · 2.2K citations · Full text

Life Sciences, Bioinformatics, Biostatistics +15

A Fast Algorithm for the Minimum Covariance Determinant Estimator

Peter J. Rousseeuw, Katrien Van Driessen · Technometrics · 1999 · 1.9K citations

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