Abstract: The problem of class imbalance has always been considered as a significant challenge to traditional machine learning and the emerging deep learning research communities. A classification ...

Abstract: Class D amplifiers [1]-[16], or switching amplifiers, are popular components in mixed-signal IC design and widely adopted for smartphones and tablets with rich multimedia, thanks to the high ...

Data class for increased interoperability working with spatial-temporal data together with corresponding functions and methods (conversions, basic calculations and basic data manipulation). The class ...

A student attends an online class at home in Nanchang, east China's Jiangxi province, on Feb 10, 2020. [Photo/Xinhua] Over the past few months, the COVID-19 pandemic has caused great uncertainty ...

An educational tutorial and working demonstration pipeline for RNA-seq analysis including an introduction to: cloud computing, next generation sequence file formats, reference genomes, gene annotation ...