Faizal M. F. Hafiz

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 30

Top Topics

Feature Selection

Top Venues

Ann. Oper. Res.

Publications

Faizal M. F. Hafiz, Jan Broekaert, Davide La Torre, Akshya Swain
A multi-criteria approach to evolve sparse neural architectures for stock market forecasting. Ann. Oper. Res. 336 (1-2) (2024)
Jan Bart Broekaert, Davide La Torre, Faizal M. F. Hafiz, Marco Repetto
A comparative cost assessment of coalescing epidemic control strategies in heterogeneous social-contact networks. Comput. Oper. Res. 167 (2024)
Jan Bart Broekaert, Davide La Torre, Faizal M. F. Hafiz
Competing control scenarios in probabilistic SIR epidemics on social-contact networks. Ann. Oper. Res. 336 (3) (2024)
Faizal M. F. Hafiz, Jan Broekaert, Akshya Swain
Evolution of Neural Architectures for Financial Forecasting: A Note on Data Incompatibility during Crisis Periods. CoRR (2023)
Faizal M. F. Hafiz, Jan Broekaert, Davide La Torre, Akshya Swain
Coevolution of Neural Architectures and Features for Stock Market Forecasting: A Multi-objective Decision Perspective. CoRR (2023)
Faizal M. F. Hafiz, Jan Broekaert, Davide La Torre, Akshya Swain
Co-evolution of neural architectures and features for stock market forecasting: A multi-objective decision perspective. Decis. Support Syst. 174 (2023)
Ravi Patel, Faizal M. F. Hafiz, Akshya Swain, Abhisek Ukil
Lyapunov Based Controller for Inertia Emulation of Mixed Generation System. ICCA (2022)
Ritujoy Biswas, Karan Nathwani, Faizal M. F. Hafiz, Akshya Swain
Optimal Speech Intelligibility Improvement for Varying Car Noise Characteristics. J. Signal Process. Syst. 94 (12) (2022)
Renoh Johnson Chalakkal, Faizal M. F. Hafiz, Waleed H. Abdulla, Akshya Swain
An efficient framework for automated screening of Clinically Significant Macular Edema. Comput. Biol. Medicine 130 (2021)
Ravi Patel, Faizal M. F. Hafiz, Akshya Swain, Abhisek Ukil
Nonlinear Excitation Control of Diesel Generator: A Command Filter Backstepping Approach. IEEE Trans. Ind. Informatics 17 (7) (2021)
Faizal M. F. Hafiz, Akshya Swain, Eduardo M. A. M. Mendes
Multi-objective evolutionary framework for non-linear system identification: A comprehensive investigation. Neurocomputing 386 (2020)
Renoh Johnson Chalakkal, Faizal M. F. Hafiz, Waleed H. Abdulla, Akshya Swain
An Efficient Framework for Automated Screening of Clinically Significant Macular Edema. CoRR (2020)
Faizal M. F. Hafiz, Akshya Swain, Eduardo M. A. M. Mendes, Luis Antonio Aguirre
MultiObjective Evolutionary Approach to Grey-Box Identification of Buck Converter. IEEE Trans. Circuits Syst. I Regul. Pap. (6) (2020)
Mubashir Wani, Faizal M. F. Hafiz, Akshya Swain, Abhisek Ukil
Parameter Estimation of Thermal Model of a Building: A Meta-Heuristic Approach. ICIT (2019)
Faizal M. F. Hafiz, Akshya Swain, Chirag Naik, Nitish D. Patel
Efficient feature selection of power quality events using two dimensional (2D) particle swarms. Appl. Soft Comput. 81 (2019)
Faizal M. F. Hafiz, Akshya Swain, Eduardo M. A. M. Mendes, Luis Antonio Aguirre
Multi-objective Evolutionary Approach to Grey-Box Identification of Buck Converter. CoRR (2019)
Faizal M. F. Hafiz, Akshya Swain, Eduardo M. A. M. Mendes
Orthogonal Floating Search Algorithms: From the perspective of nonlinear system identification. Neurocomputing 350 (2019)
Faizal M. F. Hafiz, Akshya Swain, Eduardo M. A. M. Mendes
Multi-Objective Evolutionary Framework for Non-linear System Identification: A Comprehensive Investigation. CoRR (2019)
Faizal M. F. Hafiz, Akshya Swain, Chirag Naik, Nitish D. Patel
Efficient Feature Selection of Power Quality Events using Two Dimensional (2D) Particle Swarms. CoRR (2019)
Faizal M. F. Hafiz, Akshya Swain, Eduardo Mazoni Andrade Marçal Mendes
Orthogonal Floating Search Algorithms: From The Perspective of Nonlinear System Identification. CoRR (2019)
Faizal M. F. Hafiz, Akshya Swain, Eduardo M. A. M. Mendes
Two-Dimensional (2D) particle swarms for structure selection of nonlinear systems. Neurocomputing 367 (2019)
Faizal M. F. Hafiz, Akshya Swain
A Meta-heuristic Approach to Identification of Renal Blood Flow. ECC (2019)
Faizal M. F. Hafiz, Akshya K. Swain, Nitish D. Patel, Chirag Naik
A two-dimensional (2-D) learning framework for Particle Swarm based feature selection. Pattern Recognit. 76 (2018)
Faizal M. F. Hafiz, Akshya Swain, Eduardo M. A. M. Mendes, Nitish D. Patel
Structure Selection of Polynomial NARX Models using Two Dimensional (2D) Particle Swarms. CoRR (2018)
Faizal M. F. Hafiz, Akshya Swain, Nitish D. Patel, Chirag Naik
A Two-Dimensional (2-D) Learning Framework for Particle Swarm based Feature Selection. CoRR (2018)
Faizal M. F. Hafiz, Akshya Swain, Eduardo M. A. M. Mendes, Nitish D. Patel
Structure Selection of Polynomial NARX Models Using Two Dimensional (2D) Particle Swarms. CEC (2018)
Faizal M. F. Hafiz, Akshya Swain, Eduardo M. A. M. Mendes
Two-Dimensional (2D) Particle Swarms for Structure Selection of Nonlinear Systems. CoRR (2018)
Lv Zhou, Akshya K. Swain, Prem K. Naik, Faizal M. F. Hafiz, Nirmal-Kumar C. Nair
Optimum design of series compensation to improve power system transient stability using DFQL and PSO based controllers. ICCA (2017)
Piyush Verma, Nitish D. Patel, Faizal M. F. Hafiz, Ankur Mishra, Nirmal-Kumar C. Nair
Probing the impact of voltage sags and swells on energy-efficient LED streetlights. ISGT Asia (2017)
Faizal M. F. Hafiz, Adel Abdennour
Particle Swarm Algorithm variants for the Quadratic Assignment Problems - A probabilistic learning approach. Expert Syst. Appl. 44 (2016)
Faizal M. F. Hafiz, Adel Abdennour
A team-oriented approach to particle swarms. Appl. Soft Comput. 13 (9) (2013)