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Deep learning has revolutionized many machine learning tasks in recent years, ranging from image classification and video processing to speech recognition and natural language understanding. The data in these tasks are t...

The NCEP and NCAR are cooperating in a project (denoted “reanalysis”) to produce a 40-year record of global analyses of atmospheric fields in support of the needs of the research and climate monitoring communities. T...

We developed interpolated climate surfaces for global land areas (excluding Antarctica) at a spatial resolution of 30 arc s (often referred to as 1-km spatial resolution). The climate elements considered were monthly pre...

BACKGROUND: Correlation networks are increasingly being used in bioinformatics applications. For example, weighted gene co-expression network analysis is a systems biology method for describing the correlation patterns a...

Motivation: Quality control and preprocessing of FASTQ files are essential to providing clean data for downstream analysis. Traditionally, a different tool is used for each operation, such as quality control, adapter tri...

limma is an R/Bioconductor software package that provides an integrated solution for analysing data from gene expression experiments. It contains rich features for handling complex experimental designs and for informatio...

A major assumption in many machine learning and data mining algorithms is that the training and future data must be in the same feature space and have the same distribution. However, in many real-world applications, this...

Preface to the Fourth Edition. 1 Biomechanics as an Interdiscipline. 1.0 Introduction. 1.1 Measurement, Description, Analysis, and Assessment. 1.2 Biomechanics and its Relationship with Physiology and Anatomy. 1.3 Scope ...

Materias / palabras clave: data processing, data analysis, data in natural sciences, data curation, experimental data; Bibliography. Library science. Information resources

Materias / palabras clave: data articles, fair data, biomedical data, environmental and engineering data, social and physical sciences data; Medicine: Medicine (General): Computer applications to medicine. Medical informatics; Science: Science (Ge...

Materias / palabras clave: data science, data collection, data processing, data analysis, big data, data engineering; Technology: Technology (General): Industrial engineering. Management engineering: Information technology; Science: Mathematics: I...

Materias / palabras clave: data science, data mining, big data networks, big data security and privacy, big data in healthcare; Technology: Technology (General): Industrial engineering. Management engineering: Information technology

Materias / palabras clave: data management, informatics, data science, clinical research informatics, research data collection, clinical data; Medicine: Medicine (General): Computer applications to medicine. Medical informatics