Nelishia Pillay
Orcid: 0000-0003-3902-5582
According to our database1,
Nelishia Pillay
authored at least 121 papers
between 2002 and 2024.
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Bibliography
2024
Genet. Program. Evolvable Mach., June, 2024
A genetic programming approach to the automated design of CNN models for image classification and video shorts creation.
Genet. Program. Evolvable Mach., June, 2024
2023
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
2022
Swarm Evol. Comput., 2022
Neural Comput. Appl., 2022
A comparative study of nonlinear regression and autoregressive techniques in hybrid with particle swarm optimization for time-series forecasting.
Expert Syst. Appl., 2022
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
Supplementary-architecture weight-optimization neural networks for advanced weight optimizers.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
Worst and Generalized Severity Evaluation for Evolutionary Dynamic Multi-objective Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
Automated design of feature extraction for unsupervised image clustering using grammatical evolution.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
An Improved Structure-Based Partial Solution Search for the Examination Timetabling Problem.
Proceedings of the Artificial Intelligence and Soft Computing, 2022
Proceedings of the Artificial Intelligence and Soft Computing, 2022
Automated Design of Dynamic Heuristic Set Selection for Cross-Domain Selection Hyper-Heuristics.
Proceedings of the Artificial Intelligence and Soft Computing, 2022
Bi-Space Search: Optimizing the Hybridization of Search Spaces in Solving the One Dimensional Bin Packing Problem.
Proceedings of the Artificial Intelligence and Soft Computing, 2022
A Primary Study on Hyper-Heuristics Powered by Artificial Neural Networks for Customising Population-based Metaheuristics in Continuous Optimisation Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
A Study of Transfer Learning in an Ant-Based Generation Construction Hyper-Heuristic.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
Hybridizing A Genetic Algorithm With Reinforcement Learning for Automated Design of Genetic Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
A Transfer Learning Hyper-heuristic Approach for Automatic Tailoring of Unfolded Population-based Metaheuristics.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
A Privacy-Preserving Federated-MobileNet for Facial Expression Detection from Images.
AII, 2022
2021
Proceedings of the Automated Design of Machine Learning and Search Algorithms, 2021
Proceedings of the Automated Design of Machine Learning and Search Algorithms, 2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
Genet. Program. Evolvable Mach., 2021
An improved grammatical evolution approach for generating perturbative heuristics to solve combinatorial optimization problems.
Expert Syst. Appl., 2021
Ant-Based Generation Constructive Hyper-heuristics for the Movie Scene Scheduling Problem.
Proceedings of the Theory and Practice of Natural Computing, 2021
Proceedings of the Theory and Practice of Natural Computing, 2021
Proceedings of the Theory and Practice of Natural Computing, 2021
A Study of Transfer Learning in a Generation Constructive Hyper-Heuristic for One Dimensional Bin Packing.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
A Comparative Study of Supervised and Unsupervised Neural Networks for Oral Lesion Detection.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Naïve Hyper-heuristic Online Learning to Generate Unfolded Population-based Metaheuristics to Solve Continuous Optimization Problems.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Automated Hyper-Parameter Tuning of a Mask R-CNN for Quantifying Common Rust Severity in Maize.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the Artificial Intelligence and Soft Computing, 2021
Proceedings of the Artificial Intelligence and Soft Computing, 2021
Proceedings of the Artificial Intelligence and Soft Computing, 2021
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
2020
Genet. Program. Evolvable Mach., 2020
IEEE Comput. Intell. Mag., 2020
Proceedings of the Theory and Practice of Natural Computing - 9th International Conference, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the Artificial Intelligence and Soft Computing, 2020
2019
Automated generation of constructive ordering heuristics for educational timetabling.
Ann. Oper. Res., 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
A Grammatical Evolution Approach for the Automated Generation of Perturbative Heuristics.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
Natural Computing Series, Springer, ISBN: 978-3-319-96513-0, 2018
Proceedings of the Handbook of Heuristics., 2018
Expert Syst. Appl., 2018
Comparison of a genetic algorithm to grammatical evolution for automated design of genetic programming classification algorithms.
Expert Syst. Appl., 2018
IEEE Comput. Intell. Mag., 2018
Automated Design of Genetic Programming Classification Algorithms for Financial Forecasting Using Evolutionary Algorithms.
Proceedings of the Theory and Practice of Natural Computing - 7th International Conference, 2018
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
Proceedings of the Intelligent Systems Design and Applications, 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2017
Automated Design of Genetic Programming Classification Algorithms Using a Genetic Algorithm.
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017
Proceedings of the Progress in Artificial Intelligence, 2017
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
Incorporating chaos into the developmental approach for solving the examination timetabling problem.
Int. J. Bio Inspired Comput., 2016
Proceedings of the Annual Conference of the South African Institute of Computer Scientists and Information Technologists, 2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Evolving construction heuristics for the curriculum based university course timetabling problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Evolving Game Playing Strategies for Othello Incorporating Reinforcement Learning and Mobility.
Proceedings of the 2015 Annual Research Conference on South African Institute of Computer Scientists and Information Technologists, 2015
A Generative Hyper-Heuristic for Deriving Heuristics for Classical Artificial Intelligence Problems.
Proceedings of the Advances in Nature and Biologically Inspired Computing, 2015
A Study of Genetic Programming and Grammatical Evolution for Automatic Object-Oriented Programming: A Focus on the List Data Structure.
Proceedings of the Advances in Nature and Biologically Inspired Computing, 2015
Proceedings of the Advances in Nature and Biologically Inspired Computing, 2015
Evolving Heuristic Based Game Playing Strategies for Checkers Incorporating Reinforcement Learning.
Proceedings of the Advances in Nature and Biologically Inspired Computing, 2015
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
Ann. Oper. Res., 2014
Proceedings of the 2014 Sixth World Congress on Nature and Biologically Inspired Computing, 2014
A Hyper-heuristic approach towards mitigating Premature Convergence caused by the objective fitness function in GP.
Proceedings of the 14th International Conference on Intelligent Systems Design and Applications, 2014
2013
South Afr. Comput. J., 2013
Proceedings of the 2013 South African Institute for Computer Scientists and Information Technologists, 2013
Proceedings of the 2013 South African Institute for Computer Scientists and Information Technologists, 2013
Proceedings of the Advances in Soft Computing and Its Applications, 2013
Constrained Minimum-Variance PID Control using Hybrid Nelder-Mead Simplex and Swarm Intelligence.
Proceedings of the ICAART 2013, 2013
2012
South Afr. Comput. J., 2012
A study of evolutionary algorithm selection hyper-heuristics for the one-dimensional bin-packing problem.
South Afr. Comput. J., 2012
J. Oper. Res. Soc., 2012
A comparison of genetic algorithms and genetic programming in solving the school timetabling problem.
Proceedings of the Fourth World Congress on Nature and Biologically Inspired Computing, 2012
A building block conservation and extension mechanism for improved performance in Polynomial Symbolic Regression tree-based Genetic Programming.
Proceedings of the Fourth World Congress on Nature and Biologically Inspired Computing, 2012
A preliminary study into the use of an evolutionary algorithm hyper-heuristic to solve the nurse rostering problem.
Proceedings of the Fourth World Congress on Nature and Biologically Inspired Computing, 2012
2011
The effect of construction heuristics on the performance of a genetic algorithm for the school timetabling problem.
Proceedings of the 2011 Annual Conference of the South African Institute of Computer Scientists and Information Technologists, 2011
2010
Appl. Soft Comput., 2010
Proceedings of the 2010 Annual Conference of the South African Institute of Computer Scientists and Information Technologists, 2010
Proceedings of the 2010 Annual Conference of the South African Institute of Computer Scientists and Information Technologists, 2010
An empirical study into the structure of heuristic combinations in an evolutionary algorithm hyper-heuristic for the examination timetabling problem.
Proceedings of the 2010 Annual Conference of the South African Institute of Computer Scientists and Information Technologists, 2010
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010
An evolutionary algorithm hyper-heuristic for producing feasible timetables for the curriculum based university course timetabling problem.
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010
2009
Learning difficulties experienced by students in a course on formal languages and automata theory.
ACM SIGCSE Bull., 2009
A study of heuristic combinations for hyper-heuristic systems for the uncapacitated examination timetabling problem.
Eur. J. Oper. Res., 2009
The revised developmental approach to the uncapacitated examination timetabling problem.
Proceedings of the 2009 Annual Conference of the South African Institute of Computer Scientists and Information Technologists, 2009
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009
2008
Teaching the theory of formal languages and automata in the Computer Science undergraduate curriculum.
South Afr. Comput. J., 2008
Proceedings of the 2008 Annual Conference of the South African Institute of Computer Scientists and Information Technologists on IT Research in Developing Countries, 2008
An analysis of representations for hyper-heuristics for the uncapacitated examination timetabling problem in a genetic programming system.
Proceedings of the 2008 Annual Conference of the South African Institute of Computer Scientists and Information Technologists on IT Research in Developing Countries, 2008
Proceedings of the Parallel Problem Solving from Nature, 2008
Proceedings of the Genetic Programming, 11th European Conference, 2008
2007
A hybrid approach to automatic programming for the object-oriented programming paradigm.
Proceedings of the 2007 Annual Conference of the South African Institute of Computer Scientists and Information Technologists on IT Research in Developing Countries, 2007
Proceedings of the 2007 Annual Conference of the South African Institute of Computer Scientists and Information Technologists on IT Research in Developing Countries, 2007
Proceedings of the Genetic Programming, 10th European Conference, 2007
A Genetic Programming Approach to the Generation of Hyper-Heuristics for the Uncapacitated Examination Timetabling Problem.
Proceedings of the Progress in Artificial Intelligence, 2007
2005
An investigation into student characteristics affecting novice programming performance.
ACM SIGCSE Bull., 2005
An investigation into using genetic programming as a means of inducing solutions to novice procedural programming problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
2004
Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2004
2003
ACM SIGCSE Bull., 2003
2002
Using genetic programming for the induction of novice procedural programming solution algorithms.
Proceedings of the 2002 ACM Symposium on Applied Computing (SAC), 2002