Instance selection plays a pivotal role in enhancing machine learning by identifying and retaining those data instances that are most informative for the learning process, while discarding redundant ...

MYLMS is an AI-powered Learning Management System that intelligently groups students based on their learning preferences and assigns them supervisors specialized in their fields. It streamlines the ...

System identification is the art and science of building mathematical models of dynamic systems from observed input-output data .This paper combines Particle Swarm Optimization Algorithm and LMS ...

Abstract: In proximal support vector machine (PSVM), datapoints are assigned to classes by measuring the proximity of it from the two parallel hyperplanes. The hyperplanes are formed such that each of ...

ABSTRACT: This paper describes a new approach to finite-impulse (FIR) system identification. The method differs from the traditional stochastic approximation method as used in the traditional ...