Abstract: In this paper, we compare the performance of three popular niching genetic algorithms namely deterministic crowding, restricted tournament selection, and clearing by a set of hybrid ...

Quadratic regression is a classical machine learning technique to predict a single numeric value. Quadratic regression is an extension of basic linear regression. Quadratic regression can deal with ...

Abstract: Accurately identifying and classifying elephant flows is crucial in many network traffic management applications. However, the inherent class imbalance between elephant and mouse flows ...

The @a_sync('async') decorator can be used to define an asynchronous function that can also be executed synchronously.