UDRN: Unified Dimensional Reduction Neural Network for feature selection and feature projection

Critical downstream analysis steps for single-cell RNA sequencing data

(2021) Zilong Zhang et al.   BRIEFINGS IN BIOINFORMATICS

Artificial intelligence for proteomics and biomarker discovery

(2021) Matthias Mann et al.   Cell Systems

Single-cell RNA sequencing in cancer: Applications, advances, and emerging challenges

(2021) Guangshun Sun et al.   Molecular Therapy-Oncolytics

Overview and comparative study of dimensionality reduction techniques for high dimensional data

(2020) Shaeela Ayesha et al.   Information Fusion

Current best practices in single‐cell RNA‐seq analysis: a tutorial

(2019) Malte D Luecken et al.   Molecular Systems Biology

Structure-preserving visualisation of high dimensional single-cell datasets

(2019) Benjamin Szubert et al.   Scientific Reports

A review of feature selection methods in medical applications

(2019) Beatriz Remeseiro et al.   COMPUTERS IN BIOLOGY AND MEDICINE

The art of using t-SNE for single-cell transcriptomics

(2019) Dmitry Kobak et al.   Nature Communications

A tutorial on conducting genome-wide association studies: Quality control and statistical analysis

(2018) Andries T. Marees et al.   INTERNATIONAL JOURNAL OF METHODS IN PSYCHIATRIC RESEARCH

Speech emotion recognition based on feature selection and extreme learning machine decision tree

(2018) Zhen-Tao Liu et al.   NEUROCOMPUTING

Fast, Accurate, and Stable Feature Selection Using Neural Networks

(2018) James Deraeve et al.   NEUROINFORMATICS

Topological Data Analysis

(2018) Larry Wasserman   Annual Review of Statistics and Its Application

Data‐independent acquisition‐based SWATH‐MS for quantitative proteomics: a tutorial

(2018) Christina Ludwig et al.   Molecular Systems Biology

Nonnegative Matrix Factorization with Integrated Graph and Feature Learning

(2017) Chong Peng et al.   ACM Transactions on Intelligent Systems and Technology

Testing the manifold hypothesis

(2016) Charles Fefferman et al.   JOURNAL OF THE AMERICAN MATHEMATICAL SOCIETY

Efficient ant colony optimization for image feature selection

(2012) Bolun Chen et al.   SIGNAL PROCESSING

Detecting community structure in complex networks via node similarity

(2010) Ying Pan et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Riemannian Manifold Learning

(2008) Tong Lin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

The Frobenius norm and the commutator

(2008) Albrecht Böttcher et al.   LINEAR ALGEBRA AND ITS APPLICATIONS