MRMD3.0: A Python Tool and Webserver for Dimensionality Reduction and Data Visualization via an Ensemble Strategy

Effector-GAN: prediction of fungal effector proteins based on pretrained deep representation learning methods and generative adversarial networks

(2022) Yansu Wang et al.   BIOINFORMATICS

Diagnosing Alzheimer’s disease from on-line handwriting: A novel dataset and performance benchmarking

(2022) Nicole D. Cilia et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Unsupervised feature selection via adaptive autoencoder with redundancy control

(2022) Xiaoling Gong et al.   NEURAL NETWORKS

A guide to machine learning for biologists

(2021) Joe G. Greener et al.   NATURE REVIEWS MOLECULAR CELL BIOLOGY

Editorial: Feature Representation and Learning Methods With Applications in Protein Secondary Structure

(2021) Ni Yan et al.   Frontiers in Bioengineering and Biotechnology

An ensemble feature selection algorithm based on PageRank centrality and fuzzy logic

(2021) Mehdi Joodaki et al.   KNOWLEDGE-BASED SYSTEMS

PPTPP: A novel therapeutic peptide prediction method using physicochemical property encoding and adaptive feature representation learning

(2020) Yu P Zhang et al.   BIOINFORMATICS

Identification and Classification of Enhancers Using Dimension Reduction Technique and Recurrent Neural Network

(2020) Qingwen Li et al.   Computational and Mathematical Methods in Medicine

A Review on Dimensionality Reduction Techniques

(2019) Xuan Huang et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

Recent Advances of Deep Learning in Bioinformatics and Computational Biology

(2019) Binhua Tang et al.   Frontiers in Genetics

Structure-preserving visualisation of high dimensional single-cell datasets

(2019) Benjamin Szubert et al.   Scientific Reports

MGFS: A multi-label graph-based feature selection algorithm via PageRank centrality

(2019) Amin Hashemi et al.   EXPERT SYSTEMS WITH APPLICATIONS

A comparative analysis of speech signal processing algorithms for Parkinson’s disease classification and the use of the tunable Q-factor wavelet transform

(2018) C. Okan Sakar et al.   APPLIED SOFT COMPUTING

Dimension reduction techniques for the integrative analysis of multi-omics data

(2016) Chen Meng et al.   BRIEFINGS IN BIOINFORMATICS

A novel features ranking metric with application to scalable visual and bioinformatics data classification

(2016) Quan Zou et al.   NEUROCOMPUTING

Equitability, mutual information, and the maximal information coefficient

(2014) Justin B. Kinney et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Leaders in Social Networks, the Delicious Case

(2011) Linyuan Lü et al.   PLoS One