activity
20162021
most citedA Two-Dimensional (2-D) Learning Framework for Particle Swarm based Feature Selection

42 citations · 69 across the 6 of their papers we have counts for

collaborators

6 papers

cs.LG2021

Efficient Non-linear Calculators

Adedamola Wuraola, Nitish Patel

A novel algorithm for producing smooth nonlinearities on digital hardware is presented. The non-linearities are inherently quadratic and have both symmetrical and asymmetrical vari…

cs.NE2019

Efficient Feature Selection of Power Quality Events using Two Dimensional (2D) Particle Swarms

Faizal Hafiz, Akshya Swain, Chirag Naik +1

A novel two-dimensional (2D) learning framework has been proposed to address the feature selection problem in Power Quality (PQ) events. Unlike the existing feature selection appro…

eess.SY2018★ 14 cited

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…

cs.NE2018★ 42 cited

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…

eess.SY2017★ 1 cited

An intracardiac electrogram model to bridge virtual hearts and implantable cardiac devices

Weiwei Ai, Nitish Patel, Partha Roop +3

Virtual heart models have been proposed to enhance the safety of implantable cardiac devices through closed loop validation. To communicate with a virtual heart, devices have been…

eess.SY2016★ 12 cited

Towards the Emulation of the Cardiac Conduction System for Pacemaker Testing

Eugene Yip, Sidharta Andalam, Partha S. Roop +4

The heart is a vital organ that relies on the orchestrated propagation of electrical stimuli to coordinate each heart beat. Abnormalities in the heart's electrical behaviour can be…