InfoQ

Java Concurrency from the Trenches: Lessons Learned in the Wild

Hugo Marques explains how to navigate Java concurrency at scale, moving beyond simple frameworks to solve high-throughput IO ...
IEEE

Class-Imbalanced Deep Learning via a Class-Balanced Ensemble

Abstract: Class imbalance is a prevalent phenomenon in various real-world applications and it presents significant challenges to model learning, including deep learning. In this work, we embed ...
IEEE

A New Multi-Class Rebalancing Framework for Imbalance Medical Data

Abstract: Class imbalance exists in many data domains, posing numerous challenges to the data research community. Medical datasets, in most cases, are predominantly imbalanced in nature. Through ...