Advertisement

Browse Subject Areas

?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

Algorithms

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

Sebastian Bach, Alexander Binder, [ ... ], Wojciech Samek

SeqKit: A Cross-Platform and Ultrafast Toolkit for FASTA/Q File Manipulation

Wei Shen, Shuai Le, Yan Li, Fuquan Hu

ForceAtlas2, a Continuous Graph Layout Algorithm for Handy Network Visualization Designed for the Gephi Software

Mathieu Jacomy, Tommaso Venturini, Sebastien Heymann, Mathieu Bastian

An “Electronic Fluorescent Pictograph” Browser for Exploring and Analyzing Large-Scale Biological Data Sets

Debbie Winter, Ben Vinegar, [ ... ], Nicholas J. Provart

A DNA-Based Registry for All Animal Species: The Barcode Index Number (BIN) System

Sujeevan Ratnasingham, Paul D. N. Hebert

Inferring Regulatory Networks from Expression Data Using Tree-Based Methods

Vân Anh Huynh-Thu, Alexandre Irrthum, Louis Wehenkel, Pierre Geurts

miRWalk: An online resource for prediction of microRNA binding sites

Carsten Sticht, Carolina De La Torre, Alisha Parveen, Norbert Gretz

Machine learning algorithm validation with a limited sample size

Andrius Vabalas, Emma Gowen, Ellen Poliakoff, Alexander J. Casson

Statistical and Machine Learning forecasting methods: Concerns and ways forward

Spyros Makridakis, Evangelos Spiliotis, Vassilios Assimakopoulos

Can machine-learning improve cardiovascular risk prediction using routine clinical data?

Stephen F. Weng, Jenna Reps, [ ... ], Nadeem Qureshi

Optimal classifier for imbalanced data using Matthews Correlation Coefficient metric

Sabri Boughorbel, Fethi Jarray, Mohammed El-Anbari

Deterministic Diffusion Fiber Tracking Improved by Quantitative Anisotropy

Fang-Cheng Yeh, Timothy D. Verstynen, [ ... ], Wen-Yih Isaac Tseng

Finding Statistically Significant Communities in Networks

Andrea Lancichinetti, Filippo Radicchi, José J. Ramasco, Santo Fortunato

Advertisement

Create a weekly email alert for: Algorithms

You can change these options by clicking profile then "Alerts and Notifications"