Found 3721 results, sorted by relevancy. Show newest relevant.Update me on new preprints

uap: Reproducible and Robust HTS Data Analysis

Results: Here we present uap, a workflow management system dedicated to robust, consistent, and reproducible HTS data analysis. uap is optimized for the application to omics data, but can be easily extended to other complex analyses. Expand abstract.
209 days ago
10/10 relevant
bioRxiv

Persistence Landscape based Topological Data Analysis for Personalized Arrhythmia Classification

With the present study, we show that the topological data analysis technique could be a useful tool in biomedical signal analysis, and provide powerful ability in personalized analysis. Expand abstract.
151 days ago
10/10 relevant
Preprints.org

Higher N-point function data analysis techniques for heavy particle production and WMAP results

We explore data analysis techniques for signatures from heavy particle production during inflation. Expand abstract.
118 days ago
10/10 relevant
arXiv

Subpopulation identification for single-cell RNA-sequencing data using functional data analysis

To avoid a large number of dropouts (zero or zero- closed values) and reduce the high dimensionality of the data, we first perform a principal component analysis (PCA) and assign PCs to be the amplitude of the function. Expand abstract.
137 days ago
10/10 relevant
bioRxiv

How to Analyse Chemical Compounds? A Guide to Compositional Data Analysis Demonstrated with Beer Data

Two approaches were compared, compositional data analysis (CoDa) and classical statistical analyses. Expand abstract.
214 days ago
10/10 relevant
chemRxiv

The Landscape of R Packages for Automated Exploratory Data Analysis

In this paper, we present a systematic review of existing tools for Automated Exploratory Data Analysis (autoEDA). Expand abstract.
306 days ago
10/10 relevant
arXiv

Elements and Principles for Characterizing Variation between Data Analyses

This leads to two insights: it suggests a formal mechanism to evaluate data analyses based on objective characteristics, and it provides a framework to teach students how to build data analyses. Expand abstract.
315 days ago
10/10 relevant
arXiv

Optimizing Xeon Phi for Interactive Data Analysis

Achieving optimal performance of matrix operations within data analysis environments requires tuning the Xeon Phi OpenMP settings, process pinning, and memory modes. Expand abstract.
203 days ago
10/10 relevant
arXiv

DataSist: A Python-based library for easy data analysis, visualization and modeling

This project shows that data analysis can be automated and much faster when we abstract certain functions, and will serve as an important tool in the workflow of data scientists. Expand abstract.
79 days ago
10/10 relevant
arXiv

Topological data analysis approaches to uncovering the timing of ring structure onset in filamentous networks

Topological data analysis (TDA) is an emerging area of mathematical research that can identify structures in these data sets. Expand abstract.
106 days ago
10/10 relevant
arXiv