Sparse distance-based learning for simultaneous multiclass classification and feature selection of metagenomic data

Outcomes in patients infected with carbapenem-resistant Acinetobacter baumannii and treated with tigecycline alone or in combination therapy

(2011) R. Guner et al.   INFECTION

Discriminative Semi-Supervised Feature Selection Via Manifold Regularization

(2010) Zenglin Xu et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

A human gut microbial gene catalogue established by metagenomic sequencing

(2010) Junjie Qin et al.   NATURE

QIIME allows analysis of high-throughput community sequencing data

(2010) J Gregory Caporaso et al.   NATURE METHODS

A Primer on Metagenomics

(2010) John C. Wooley et al.   PLoS Computational Biology

Introducing mothur: Open-Source, Platform-Independent, Community-Supported Software for Describing and Comparing Microbial Communities

(2009) P. D. Schloss et al.   APPLIED AND ENVIRONMENTAL MICROBIOLOGY

Visual and statistical comparison of metagenomes

(2009) Suparna Mitra et al.   BIOINFORMATICS

Methods for comparative metagenomics

(2009) Daniel H Huson et al.   BMC BIOINFORMATICS

Sparse Support Vector Machines with L_{p} Penalty for Biomarker Identification

(2009) Zhenqiu Liu et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Combining instance-based learning and logistic regression for multilabel classification

(2009) Weiwei Cheng et al.   MACHINE LEARNING

Human gut microbiota in obesity and after gastric bypass

(2009) H. Zhang et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Bacterial Community Variation in Human Body Habitats Across Space and Time

(2009) E. K. Costello et al.   SCIENCE

Clipped noisy images: Heteroskedastic modeling and practical denoising

(2009) Alessandro Foi   SIGNAL PROCESSING

Statistical Methods for Detecting Differentially Abundant Features in Clinical Metagenomic Samples

(2009) James Robert White et al.   PLoS Computational Biology

Decision trees for hierarchical multi-label classification

(2008) Celine Vens et al.   MACHINE LEARNING