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ORCIDFaizal M. F. Hafiz
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- affiliation: University of Auckland, New Zealand
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2020 – today
- 2024
[j15]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): 1219-1263 (2024)- [j14]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): 2037-2060 (2024) - [j13]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: 106680 (2024) - 2023
- [j12]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: 114015 (2023) - [i11]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 abs/2311.14053 (2023) - [i10]Faizal M. F. Hafiz, Jan Broekaert, Akshya Swain:
Evolution of Neural Architectures for Financial Forecasting: A Note on Data Incompatibility during Crisis Periods. CoRR abs/2311.14604 (2023) - 2022
- [j11]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): 1429-1446 (2022) - [c7]Ravi Patel, Faizal M. F. Hafiz, Akshya Swain, Abhisek Ukil:
Lyapunov Based Controller for Inertia Emulation of Mixed Generation System. ICCA 2022: 148-153 - 2021
- [j10]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: 104128 (2021) - [j9]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): 4809-4817 (2021) - [c6]Karan Nathwani, Faizal M. F. Hafiz, Akshya Swain, Ritujoy Biswas:
Speech Intelligibility Enhancement using an Optimal Formant Shifting Approach. ISPA 2021: 120-125 - [i9]Faizal M. F. Hafiz, Jan Broekaert, Davide La Torre, Akshya Swain:
A Multi-criteria Approach to Evolve Sparse Neural Architectures for Stock Market Forecasting. CoRR abs/2111.08060 (2021) - 2020
- [j8]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: 257-280 (2020) - [j7]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. 67-I(6): 2016-2028 (2020) - [i8]Renoh Johnson Chalakkal, Faizal M. F. Hafiz, Waleed H. Abdulla, Akshya Swain:
An Efficient Framework for Automated Screening of Clinically Significant Macular Edema. CoRR abs/2001.07002 (2020)
2010 – 2019
- 2019
- [j6]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) - [j5]Faizal M. F. Hafiz, Akshya Swain, Eduardo M. A. M. Mendes:
Orthogonal Floating Search Algorithms: From the perspective of nonlinear system identification. Neurocomputing 350: 221-236 (2019) - [j4]Faizal M. F. Hafiz, Akshya Swain, Eduardo M. A. M. Mendes:
Two-Dimensional (2D) particle swarms for structure selection of nonlinear systems. Neurocomputing 367: 114-129 (2019) - [c5]Mubashir Wani, Faizal M. F. Hafiz, Akshya Swain, Abhisek Ukil:
Parameter Estimation of Thermal Model of a Building: A Meta-Heuristic Approach. ICIT 2019: 436-441 - [c4]Faizal M. F. Hafiz, Akshya Swain:
A Meta-heuristic Approach to Identification of Renal Blood Flow. ECC 2019: 1195-1200 - [i7]Faizal M. F. Hafiz, Akshya Swain, Eduardo Mazoni Andrade Marçal Mendes:
Orthogonal Floating Search Algorithms: From The Perspective of Nonlinear System Identification. CoRR abs/1901.01791 (2019) - [i6]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 abs/1904.06972 (2019) - [i5]Faizal M. F. Hafiz, Akshya Swain, Eduardo M. A. M. Mendes:
Multi-Objective Evolutionary Framework for Non-linear System Identification: A Comprehensive Investigation. CoRR abs/1908.06232 (2019) - [i4]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 abs/1909.04320 (2019) - 2018
- [j3]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: 416-433 (2018) - [c3]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: 1-8 - [i3]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 abs/1808.01150 (2018) - [i2]Faizal M. F. Hafiz, Akshya Swain, Eduardo M. A. M. Mendes:
Two-Dimensional (2D) Particle Swarms for Structure Selection of Nonlinear Systems. CoRR abs/1811.11345 (2018) - [i1]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 abs/1812.08369 (2018) - 2017
- [c2]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: 1125-1130 - [c1]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: 1-6 - 2016
- [j2]Faizal M. F. Hafiz, Adel Abdennour:
Particle Swarm Algorithm variants for the Quadratic Assignment Problems - A probabilistic learning approach. Expert Syst. Appl. 44: 413-431 (2016) - 2013
- [j1]Faizal M. F. Hafiz, Adel Abdennour:
A team-oriented approach to particle swarms. Appl. Soft Comput. 13(9): 3776-3791 (2013)
Coauthor Index
aka: Eduardo M. A. M. Mendes
aka: Akshya Swain
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