42 citations · 97 across the 11 of their papers we have counts for
3 papers · 1 filter
A Multi-criteria Approach to Evolve Sparse Neural Architectures for Stock Market Forecasting
Faizal Hafiz, Jan Broekaert, Davide La Torre +1
This study proposes a new framework to evolve efficacious yet parsimonious neural architectures for the movement prediction of stock market indices using technical indicators as in…
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…
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…