Nelishia Pillay

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 84

Top Venues

Publications

Jose M. Tapia-Avitia, Jorge M. Cruz-Duarte, Iván Amaya, José Carlos Ortiz-Bayliss, Hugo Terashima-Marín, Nelishia Pillay
Analysing hyper-heuristics based on Neural Networks for the automatic design of population-based metaheuristics in continuous optimisation problems. Swarm Evol. Comput. 89 (2024)
Rahul Kapoor, Nelishia Pillay
A genetic programming approach to the automated design of CNN models for image classification and video shorts creation. Genet. Program. Evolvable Mach. 25 (1) (2024)
Mia Gerber, Nelishia Pillay
Dynamic Neural Architecture Search for Image Classification. GECCO Companion (2024)
Guillermo Pérez-Espinosa, Jorge M. Cruz-Duarte, Iván Amaya, José Carlos Ortiz-Bayliss, Hugo Terashima-Marín, Nelishia Pillay
Tailoring Metaheuristics for Designing Thermodynamic-Optimal Cooling Devices for Microelectronic Thermal Management Applications. CEC (2024)
Weiyao Meng, Rong Qu, Nelishia Pillay
Machine Learning for Evolutionary Computation - the Vehicle Routing Problems Competition. GECCO Companion (2024)
Nelishia Pillay
Transfer Learning in Evolutionary Spaces. GECCO Companion (2024)
Mia Gerber, Nelishia Pillay
Dynamic Algorithm Composition for Image Segmentation. CEC (2024)
Mia Gerber, Nelishia Pillay
Dynamic Function Generation for Text Classification. CEC (2024)
Kyle W. Pretorius, Nelishia Pillay
Neural network crossover in genetic algorithms using genetic programming. Genet. Program. Evolvable Mach. 25 (1) (2024)
Emilio Singh, Nelishia Pillay
A Study of Ant-Based Pheromone Spaces for Generation Perturbative Hyper-Heuristics. GECCO (2023)
Rahul Kapoor, Nelishia Pillay
Iterative Structure-Based Genetic Programming for Neural Architecture Search. GECCO Companion (2023)
Nelishia Pillay
Transfer Learning in Evolutionary Spaces. GECCO Companion (2023)
Mia Gerber, Nelishia Pillay
An analysis of choice functions for Fuzzy ART using grammatical evolution. GECCO Companion (2023)
Jeffrey Russell, Nelishia Pillay
A Selection Hyper-Heuristic for Transfer Learning in Genetic Programming. GECCO Companion (2023)
Mia Gerber, Nelishia Pillay
Automated algorithm composition of unsupervised image clustering algorithms. GECCO Companion (2023)
Emilio Singh, Nelishia Pillay
A study of ant-based pheromone spaces for generation constructive hyper-heuristics. Swarm Evol. Comput. 72 (2022)
Cry Kuranga, Nelishia Pillay
A Comparative Study of Genetic Programming Variants. ICAISC (1) (2022)
Ahmed Hassan, Nelishia Pillay
Automated Design of Dynamic Heuristic Set Selection for Cross-Domain Selection Hyper-Heuristics. ICAISC (1) (2022)
Ahmed Hassan, Nelishia Pillay
Automated Design of Hybrid Metaheuristics: A Fitness Landscape Analysis. CEC (2022)
Ying Ying Liu, Parimala Thulasiraman, Nelishia Pillay
Bicriterion Coevolution for the Multi-objective Travelling Salesperson Problem. CEC (2022)
Jorge M. Cruz-Duarte, Iván Amaya, José Carlos Ortiz-Bayliss, Nelishia Pillay
A Transfer Learning Hyper-heuristic Approach for Automatic Tailoring of Unfolded Population-based Metaheuristics. CEC (2022)
Emilio Singh, Nelishia Pillay
A Parameter-Based Analysis of Ant-Based Generation Hyper-Heuristics. SSCI (2022)
Jared O'Reilly, Nelishia Pillay
Supplementary-architecture weight-optimization neural networks for advanced weight optimizers. SSCI (2022)
Ahmed Hassan, Nelishia Pillay
Hybridizing A Genetic Algorithm With Reinforcement Learning for Automated Design of Genetic Algorithms. CEC (2022)
Tapotosh Ghosh, Md. Hasan Al Banna, M. Jaber Al Nahian, M. Shamim Kaiser, Mufti Mahmud, Shaobao Li, Nelishia Pillay
A Privacy-Preserving Federated-MobileNet for Facial Expression Detection from Images. AII (2022)
Jared O'Reilly, Nelishia Pillay
Supplementary-architecture weight-optimization neural networks. Neural Comput. Appl. 34 (13) (2022)
Jose M. Tapia-Avitia, Jorge M. Cruz-Duarte, Iván Amaya, José Carlos Ortiz-Bayliss, Hugo Terashima-Marín, Nelishia Pillay
A Primary Study on Hyper-Heuristics Powered by Artificial Neural Networks for Customising Population-based Metaheuristics in Continuous Optimisation Problems. CEC (2022)
Mia Gerber, Nelishia Pillay
Automated design of feature extraction for unsupervised image clustering using grammatical evolution. SSCI (2022)
Derrick Beckedahl, Nelishia Pillay
Bi-Space Search: Optimizing the Hybridization of Search Spaces in Solving the One Dimensional Bin Packing Problem. ICAISC (2) (2022)
Emilio Singh, Nelishia Pillay
A Study of Transfer Learning in an Ant-Based Generation Construction Hyper-Heuristic. CEC (2022)
Nelishia Pillay
Transfer learning in evolutionary spaces. GECCO Companion (2022)
Christopher Rajah, Nelishia Pillay
An Improved Structure-Based Partial Solution Search for the Examination Timetabling Problem. ICAISC (2) (2022)
Ying Ying Liu, Parimala Thulasiraman, Nelishia Pillay
Worst and Generalized Severity Evaluation for Evolutionary Dynamic Multi-objective Optimization. SSCI (2022)
Cry Kuranga, Nelishia Pillay
A comparative study of nonlinear regression and autoregressive techniques in hybrid with particle swarm optimization for time-series forecasting. Expert Syst. Appl. 190 (2022)
Ahmed Hassan, Nelishia Pillay
Dynamic Heuristic Set Selection for Cross-Domain Selection Hyper-heuristics. TPNC (2021)
Mia Gerber, Nelishia Pillay, Razia Khammissa
A Comparative Study of Supervised and Unsupervised Neural Networks for Oral Lesion Detection. SSCI (2021)
Jorge M. Cruz-Duarte, Iván Amaya, José Carlos Ortiz-Bayliss, Nelishia Pillay
Automated Design of Unfolded Metaheuristics and the Effect of Population Size. CEC (2021)
Mia Gerber, Nelishia Pillay, Katerina Holan, Steven A. Whitham, Dave K. Berger
Automated Hyper-Parameter Tuning of a Mask R-CNN for Quantifying Common Rust Severity in Maize. IJCNN (2021)
Ahmed Hassan, Nelishia Pillay
An Investigation of Automated Design of VMAF. SSCI (2021)
Emilio Singh, Nelishia Pillay
Ant-Based Hyper-Heuristics for the Movie Scene Scheduling Problem. ICAISC (2) (2021)
Hugo Jair Escalante, Quanming Yao, Wei-Wei Tu, Nelishia Pillay, Rong Qu, Yang Yu, Neil Houlsby
Guest Editorial: Automated Machine Learning. IEEE Trans. Pattern Anal. Mach. Intell. 43 (9) (2021)
Luveshan Marimuthu, Nelishia Pillay, Rivak Punchoo, Sachin Bhoora
A Comparison of Machine Learning Techniques for Diagnosing Multiple Myeloma. ICAISC (2) (2021)
Nelishia Pillay, Rong Qu
Assessing hyper-heuristic performance. J. Oper. Res. Soc. 72 (11) (2021)
Thambo Nyathi, Nelishia Pillay
On the Transfer Learning of Genetic Programming Classification Algorithms. TPNC (2021)
Kyle W. Pretorius, Nelishia Pillay
Population based Reinforcement Learning. SSCI (2021)
Jorge M. Cruz-Duarte, Iván Amaya, José Carlos Ortiz-Bayliss, Nelishia Pillay
Naïve Hyper-heuristic Online Learning to Generate Unfolded Population-based Metaheuristics to Solve Continuous Optimization Problems. SSCI (2021)
Darius Scheepers, Nelishia Pillay
A Study of Transfer Learning in a Generation Constructive Hyper-Heuristic for One Dimensional Bin Packing. SSCI (2021)
Nelishia Pillay, Mia Gerber, Katerina Holan, Steven A. Whitham, Dave K. Berger
Quantifying the Severity of Common Rust in Maize Using Mask R-CNN. ICAISC (1) (2021)
George Mweshi, Nelishia Pillay
An improved grammatical evolution approach for generating perturbative heuristics to solve combinatorial optimization problems. Expert Syst. Appl. 165 (2021)
Cry Kuranga, Nelishia Pillay
Genetic programming-based regression for temporal data. Genet. Program. Evolvable Mach. 22 (3) (2021)
Emilio Singh, Nelishia Pillay
Ant-Based Generation Constructive Hyper-heuristics for the Movie Scene Scheduling Problem. TPNC (2021)
Cry Kuranga, Nelishia Pillay
Nonlinear Regression in Dynamic Environments Using Particle Swarm Optimization. TPNC (2020)
Nelishia Pillay
The impact of genetic programming in education. Genet. Program. Evolvable Mach. 21 (1-2) (2020)
Kyle Pretorious, Nelishia Pillay
A Comparative Study of Classifiers for Thumbnail Selection. IJCNN (2020)
Rong Qu, Graham Kendall, Nelishia Pillay
The General Combinatorial Optimization Problem: Towards Automated Algorithm Design. IEEE Comput. Intell. Mag. 15 (2) (2020)
Derrick Beckedahl, Nelishia Pillay
A Study of Bi-space Search for Solving the One-Dimensional Bin Packing Problem. ICAISC (2) (2020)
George Mweshi, Nelishia Pillay
A Grammatical Evolution Approach for the Automated Generation of Perturbative Heuristics. CEC (2019)
Nelishia Pillay, Ender Özcan
Automated generation of constructive ordering heuristics for educational timetabling. Ann. Oper. Res. 275 (1) (2019)
Christopher Rajah, Nelishia Pillay
A Structure-Based Partial Solution Search for the Examination Timetabling Problem. CEC (2019)
Ahmed Hassan, Nelishia Pillay
Hybrid metaheuristics: An automated approach. Expert Syst. Appl. 130 (2019)
Thambo Nyathi, Nelishia Pillay
Automated Design of Genetic Programming Classification Algorithms for Financial Forecasting Using Evolutionary Algorithms. TPNC (2018)
Nelishia Pillay, Rong Qu, Dipti Srinivasan, Barbara Hammer, Kenneth Sörensen
Automated Design of Machine Learning and Search Algorithms [Guest Editorial]. IEEE Comput. Intell. Mag. 13 (2) (2018)
Thambo Nyathi, Nelishia Pillay
Comparison of a genetic algorithm to grammatical evolution for automated design of genetic programming classification algorithms. Expert Syst. Appl. 104 (2018)
Gisele Lobo Pappa, Michael T. M. Emmerich, Ana L. C. Bazzan, Will N. Browne, Kalyanmoy Deb, Carola Doerr, Marko Durasevic, Michael G. Epitropakis, Saemundur O. Haraldsson, Domagoj Jakobovic, Pascal Kerschke, Krzysztof Krawiec, Per Kristian Lehre, Xiaodong Li, Andrei Lissovoi, Pekka Malo, Luis Martí, Yi Mei, Juan Julián Merelo Guervós, Julian F. Miller, Alberto Moraglio, Antonio J. Nebro, Su Nguyen, Gabriela Ochoa, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Marc Schoenauer, Roman Senkerik, Ankur Sinha, Ofer M. Shir, Dirk Sudholt, L. Darrell Whitley, Mark Wineberg, John R. Woodward, Mengjie Zhang
Tutorials at PPSN 2018. PPSN (2) (2018)
Anisa W. Ragalo, Nelishia Pillay
An investigation of dynamic fitness measures for genetic programming. Expert Syst. Appl. 92 (2018)
Derrick Beckedahl, Andreas Nel, Nelishia Pillay
A Study of Multi-space Search Optimization. ISDA (1) (2018)
Ahmed Hassan, Nelishia Pillay
An Improved Meta-Genetic Algorithm for Hybridizing Metaheuristics. CEC (2018)
Anisa W. Ragalo, Nelishia Pillay
Evolving dynamic fitness measures for genetic programming. Expert Syst. Appl. 109 (2018)
Ahmed Hassan, Nelishia Pillay
A Meta-Genetic Algorithm for Hybridizing Metaheuristics. EPIA (2017)
Thambo Nyathi, Nelishia Pillay
Automated Design of Genetic Programming Classification Algorithms Using a Genetic Algorithm. EvoApplications (2) (2017)
Nelishia Pillay, Derrick Beckedahl
EvoHyp - a Java toolkit for evolutionary algorithm hyper-heuristics. CEC (2017)
Carola Doerr, Nicolas Bredèche, Enrique Alba, Thomas Bartz-Beielstein, Dimo Brockhoff, Benjamin Doerr, Gusz Eiben, Michael G. Epitropakis, Carlos M. Fonseca, Andreia P. Guerreiro, Evert Haasdijk, Jacqueline Heinerman, Julien Hubert, Per Kristian Lehre, Luigi Malagò, Juan Julián Merelo Guervós, Julian Francis Miller, Boris Naujoks, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Patricia Ryser-Welch, Giovanni Squillero, Jörg Stork, Dirk Sudholt, Alberto Paolo Tonda, L. Darrell Whitley, Martin Zaefferer
Tutorials at PPSN 2016. PPSN (2016)
Nelishia Pillay
Evolving construction heuristics for the curriculum based university course timetabling problem. CEC (2016)
Nomzamo Ntombela, Nelishia Pillay
Evolving Construction Heuristics for the Symmetric Travelling Salesman Problem. SAICSIT (2016)
Nelishia Pillay
A review of hyper-heuristics for educational timetabling. Ann. Oper. Res. 239 (1) (2016)
Nelishia Pillay
Incorporating chaos into the developmental approach for solving the examination timetabling problem. Int. J. Bio Inspired Comput. 8 (6) (2016)
Nelishia Pillay
Intelligent System Design Using Hyper-Heuristics. South Afr. Comput. J. 56 (2015)
Nelishia Pillay
A Generative Hyper-Heuristic for Deriving Heuristics for Classical Artificial Intelligence Problems. NaBIC (2015)
Kevin Igwe, Nelishia Pillay
A Study of Genetic Programming and Grammatical Evolution for Automatic Object-Oriented Programming: A Focus on the List Data Structure. NaBIC (2015)
Ahmed Hassan, Nelishia Pillay
A Hyper-Heuristic Approach to Solving the Ski-Lodge Problem. NaBIC (2015)
Clive Frankland, Nelishia Pillay
Evolving Game Playing Strategies for Othello Incorporating Reinforcement Learning and Mobility. SAICSIT (2015)
Clive Frankland, Nelishia Pillay
Evolving Heuristic Based Game Playing Strategies for Checkers Incorporating Reinforcement Learning. NaBIC (2015)
Clive Frankland, Nelishia Pillay
Evolving game playing strategies for Othello. CEC (2015)
Christopher Rajah, Nelishia Pillay
Combining Development and Evolution. IJCCI (ECTA) (2015)
Gerhard Post, Jeffrey H. Kingston, Samad Ahmadi, Sophia Daskalaki, Christos Gogos, Jari Kyngäs, Cimmo Nurmi, Nysret Musliu, Nelishia Pillay, Haroldo G. Santos, Andrea Schaerf
XHSTT: an XML archive for high school timetabling problems in different countries. Ann. Oper. Res. 218 (1) (2014)
Nelishia Pillay
A survey of school timetabling research. Ann. Oper. Res. 218 (1) (2014)
Anisa W. Ragalo, Nelishia Pillay
A Hyper-heuristic approach towards mitigating Premature Convergence caused by the objective fitness function in GP. ISDA (2014)
Emmanuel Dufourq, Nelishia Pillay
Hybridizing evolutionary algorithms for creating classifier ensembles. NaBIC (2014)
Kevin Igwe, Nelishia Pillay, Christopher Rae
Solving the 8-puzzle problem using genetic programming. SAICSIT (2013)
Nelishia Pillay
A comparative study of hyper-heuristics for solving the school timetabling problem. SAICSIT (2013)
Rushil Raghavjee, Nelishia Pillay
A Study of Genetic Algorithms to Solve the School Timetabling Problem. MICAI (2) (2013)
Anisa W. Ragalo, Nelishia Pillay
Improved evolvability in genetic programming with polyandry. South Afr. Comput. J. 51 (2013)
Nelishia Pillay, P. Govender
Constrained Minimum-Variance PID Control using Hybrid Nelder-Mead Simplex and Swarm Intelligence. ICAART (2) (2013)
Rushil Raghavjee, Nelishia Pillay
A comparison of genetic algorithms and genetic programming in solving the school timetabling problem. NaBIC (2012)
Christopher Rae, Nelishia Pillay
A preliminary study into the use of an evolutionary algorithm hyper-heuristic to solve the nurse rostering problem. NaBIC (2012)
Nelishia Pillay
Finding solutions to sudoku puzzles using human intuitive heuristics. South Afr. Comput. J. 49 (2012)
Nelishia Pillay
A study of evolutionary algorithm selection hyper-heuristics for the one-dimensional bin-packing problem. South Afr. Comput. J. 48 (2012)
Nelishia Pillay
Evolving hyper-heuristics for the uncapacitated examination timetabling problem. J. Oper. Res. Soc. 63 (1) (2012)
Anisa W. Ragalo, Nelishia Pillay
A building block conservation and extension mechanism for improved performance in Polynomial Symbolic Regression tree-based Genetic Programming. NaBIC (2012)
Rushil Raghavjee, Nelishia Pillay
The effect of construction heuristics on the performance of a genetic algorithm for the school timetabling problem. SAICSIT (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Nelishia Pillay