42 citations · 97 across the 11 of their papers we have counts for
3 papers · 1 filter
Structure Selection of Polynomial NARX Models using Two Dimensional (2D) Particle Swarms
Faizal Hafiz, Akshya Swain, Eduardo MAM Mendes +1
The present study applies a novel two-dimensional learning framework (2D-UPSO) based on particle swarms for structure selection of polynomial nonlinear auto-regressive with exogeno…
Two-Dimensional (2D) Particle Swarms for Structure Selection of Nonlinear Systems
Faizal Hafiz, Akshya Swain, Eduardo MAM Mendes
The present study proposes a new structure selection approach for non-linear system identification based on Two-Dimensional particle swarms (2D-UPSO). The 2D learning framework ess…
A Two-Dimensional (2-D) Learning Framework for Particle Swarm based Feature Selection
Faizal Hafiz, Akshya Swain, Nitish Patel +1
This paper proposes a new generalized two dimensional learning approach for particle swarm based feature selection. The core idea of the proposed approach is to include the informa…