4.8 Article

Supervised dimensionality reduction for big data

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Multidisciplinary Sciences

Assessing aneuploidy with repetitive element sequencing

Christopher Douville et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2020)

Article Statistics & Probability

User-Friendly Covariance Estimation for Heavy-Tailed Distributions

Yuan Ke et al.

STATISTICAL SCIENCE (2019)

Article Biology

Science in the cloud (SIC): A use case in MRI connectomics

Gregory Kiar et al.

GIGASCIENCE (2017)

Article Computer Science, Information Systems

Discrimination on the Grassmann Manifold: Fundamental Limits of Subspace Classifiers

Matthew Nokleby et al.

IEEE TRANSACTIONS ON INFORMATION THEORY (2015)

Article Automation & Control Systems

Partial least squares discriminant analysis: taking the magic away

Richard G. Brereton et al.

JOURNAL OF CHEMOMETRICS (2014)

Article Multidisciplinary Sciences

Discovery of Brainwide Neural-Behavioral Maps via Multiscale Unsupervised Structure Learning

Joshua T. Vogelstein et al.

SCIENCE (2014)

Article Computer Science, Artificial Intelligence

Graph Classification Using Signal-Subgraphs: Applications in Statistical Connectomics

Joshua T. Vogelstein et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2013)

Article Statistics & Probability

Prediction in abundant high-dimensional linear regression

R. Dennis Cook et al.

ELECTRONIC JOURNAL OF STATISTICS (2013)

Article Mathematics, Applied

Multi-scale geometric methods for data sets II: Geometric Multi-Resolution Analysis

William K. Allard et al.

APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS (2012)

Article Statistics & Probability

A Road to Classification in High Dimensional Space: The Regularized Optimal Affine Discriminant

Jianqing Fan et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2012)

Article Engineering, Biomedical

Magnetic Resonance Connectome Automated Pipeline

William R. Gray et al.

IEEE PULSE (2012)

Article Statistics & Probability

A road to classification in high dimensional space: the regularized optimal affine discriminant

Jianqing Fan et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2012)

Article Computer Science, Interdisciplinary Applications

Unit canonical correlations and high-dimensional discriminant analysis

Hyejin Shin et al.

JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION (2011)

Article Computer Science, Artificial Intelligence

Supervised principal component analysis: Visualization, classification and regression on subspaces and submanifolds

Elnaz Barshan et al.

PATTERN RECOGNITION (2011)

Article Biology

The maximal data piling direction for discrimination

Jeongyoun Ahn et al.

BIOMETRIKA (2010)

Article Statistics & Probability

Covariance-regularized regression and classification for high dimensional problems

Daniela M. Witten et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2009)

Article Multidisciplinary Sciences

Higher criticism thresholding: Optimal feature selection when useful features are rare and weak

David Donoho et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2008)

Article Computer Science, Information Systems

Near-optimal signal recovery from random projections: Universal encoding strategies?

Emmanuel J. Candes et al.

IEEE TRANSACTIONS ON INFORMATION THEORY (2006)

Article Statistics & Probability

Prediction by supervised principal components

E Bair et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2006)

Article Statistics & Probability

Sufficient dimension reduction via inverse regression: A minimum discrepancy approach

RD Cook et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2005)

Article Computer Science, Artificial Intelligence

Random forests

L Breiman

MACHINE LEARNING (2001)