A study of the suitability of autoencoders for preprocessing data in breast cancer experimentation

Molecular portraits of human breast tumours

Charles M. Perou, Thérese Sørlie, Michael B. Eisen et al. · Nature · 2000 · 16.3K citations

Medicine, Molecular Biology, Oncology +14

Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion

Pascal Vincent, Hugo Larochelle, Isabelle Lajoie et al. · 2010 · 5K citations

Computing, Computer Science, Machine Learning +7

Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion

VincentPascal, LarochelleHugo, LajoieIsabelle et al. · Journal of Machine Learning Research · 2010 · 4.1K citations

Computing, Computer Science, Machine Learning +7

A Genome-Wide Association Search for Type 2 Diabetes Genes in African Americans

Caitrin W. McDonough, Bong H. Roh, Maria R. Wing et al. · PLoS ONE · 2012 · 1.8K citations · Full text

Life Sciences, Genetics, Molecular Genetics +15

Contractive Auto-Encoders: Explicit Invariance During Feature Extraction

Salah Rifai, Pascal Vincent, Xavier Muller et al. · 2011 · 1.1K citations

Computing, Computer Science, Computer Vision +16