Evaluation of an autoencoder as a feature extraction tool for near-infrared spectroscopic discriminant analysis

Nonlinear Dimensionality Reduction by Locally Linear Embedding

Sam T. Roweis, Lawrence K. Saul · Science · 2000 · 15K citations

Computing, Computer Science, Data Visualization +15

A Stochastic Approximation Method

Herbert Robbins, Sutton Monro · The Annals of Mathematical Statistics · 1951 · 9.6K citations · Full text

Computing, Computer Science, Algorithms +9

Deep Learning-Based Classification of Hyperspectral Data

Yushi Chen, Zhouhan Lin, Xing Zhao et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2014 · 2.6K citations

Computing, Computer Science, Feature Engineering +15

Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology Images

Jun Xu, Lei Xiang, Qingshan Liu et al. · IEEE Transactions on Medical Imaging · 2015 · 867 citations

Computing, Computer Science, Pathology +17

Support vector machines (SVM) in near infrared (NIR) spectroscopy: Focus on parameters optimization and model interpretation

O. Devos, Cyril Ruckebusch, Alexandra Durand et al. · Chemometrics and Intelligent Laboratory Systems · 2008 · 284 citations

Computing, Computer Science, Machine Learning +14