Andrew Lewis

Orcid: 0000-0002-0122-2532

Affiliations:
  • Griffith University, Nathan, QLD, Australia


According to our database1, Andrew Lewis authored at least 74 papers between 1997 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
CoPISan: Contrastive Perceptual Inference and Sanity Checks for Concept-Based CNN Explanations.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2025

TraNCE: Transformative Nonlinear Concept Explainer for CNNs.
IEEE Trans. Neural Networks Learn. Syst., June, 2025

TraNCE: Transformative Non-linear Concept Explainer for CNNs.
CoRR, March, 2025

2024
Coherentice: Invertible Concept-Based Explainability Framework for CNNs beyond Fidelity.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

A Comparative Analysis of Convolutional Neural Networks (CNN) and Long Short-Term Memory (LSTM) Networks for Forecasting Stock Prices Over a One-Week Horizon at Yangon Stock Exchange.
Proceedings of the Genetic and Evolutionary Computing, 2024

LinCNNFormer: Hybrid Linear Vision Transformer Based on Convolution Neural Network and Linear Attention.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2024

2020
An Introduction to Temporal Optimisation using a Water Management Problem.
J. Comput. Sci., 2020

Developing a Decision Support App for Computational Agriculture.
Proceedings of the Computational Science - ICCS 2020, 2020

2019
Particle Swarm Optimization: Theory, Literature Review, and Application in Airfoil Design.
Proceedings of the Nature-Inspired Optimizers, 2019

Ant Colony Optimizer: Theory, Literature Review, and Application in AUV Path Planning.
Proceedings of the Nature-Inspired Optimizers, 2019

Long Term Implications of Climate Change on Crop Planning.
Proceedings of the Computational Science - ICCS 2019, 2019

2018
Confidence-based robust optimisation using multi-objective meta-heuristics.
Swarm Evol. Comput., 2018

Enhanced multi-objective particle swarm optimisation for estimating hand postures.
Knowl. Based Syst., 2018

A Computational Comparison of Evolutionary Algorithms for Water Resource Planning for Agricultural and Environmental Purposes.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Grasshopper Optimisation Algorithm: Theory and application.
Adv. Eng. Softw., 2017

Let's Consider Two Objectives When Estimating Hand Postures.
Proceedings of the AI 2017: Advances in Artificial Intelligence, 2017

2016
Population extremal optimisation for discrete multi-objective optimisation problems.
Inf. Sci., 2016

Obstacles and difficulties for robust benchmark problems: A novel penalty-based robust optimisation method.
Inf. Sci., 2016

The Whale Optimization Algorithm.
Adv. Eng. Softw., 2016

Repairing blackbox constraint violations in Multi-Objective Optimisation by use of decision trees.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

How effective are meta-heuristics for recognising hand gestures.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Novel performance metrics for robust multi-objective optimization algorithms.
Swarm Evol. Comput., 2015

How important is a transfer function in discrete heuristic algorithms.
Neural Comput. Appl., 2015

Confidence measure: A novel metric for robust meta-heuristic optimisation algorithms.
Inf. Sci., 2015

Novel frameworks for creating robust multi-objective benchmark problems.
Inf. Sci., 2015

Hindrances for robust multi-objective test problems.
Appl. Soft Comput., 2015

Enhancing ANN-guided MOPSO through Active Learning.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Performance Comparison of Evolutionary Algorithms for Airfoil Design.
Proceedings of the International Conference on Computational Science, 2015

Multi-objective Optimisation of Marine Propellers.
Proceedings of the International Conference on Computational Science, 2015

An Investigation of the Performance Limits of Small, Planar Antennas Using Optimisation.
Proceedings of the International Conference on Computational Science, 2015

A Reliable and Computationally Cheap Approach for Finding Robust Optimal Solutions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

A Genetic Algorithm Solver for Pest Management Control in Island Systems.
Proceedings of the Artificial Life and Computational Intelligence, 2015

2014
Biogeography-based optimisation with chaos.
Neural Comput. Appl., 2014

Adaptive gbest-guided gravitational search algorithm.
Neural Comput. Appl., 2014

Let a biogeography-based optimizer train your Multi-Layer Perceptron.
Inf. Sci., 2014

Grey Wolf Optimizer.
Adv. Eng. Softw., 2014

Enhancing MOPSO through the guidance of ANNs.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Local Search Enabled Extremal Optimisation for Continuous Inseparable Multi-objective Benchmark and Real-world Problems.
Proceedings of the International Conference on Computational Science, 2014

Extending the Front: Designing RFID Antennas Using Multiobjective Differential Evolution with Biased Population Selection.
Proceedings of the International Conference on Computational Science, 2014

A Web-based System for Visualisation-driven Interactive Multi-objective Optimisation.
Proceedings of the International Conference on Computational Science, 2014

2013
S-shaped versus V-shaped transfer functions for binary Particle Swarm Optimization.
Swarm Evol. Comput., 2013

Interactive multi-objective particle swarm optimisation using decision space interaction.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Investigating the Effect of Fixing the Subset Length Using Ant Colony Optimization Algorithms for Feature Subset Selection Problems.
Proceedings of the 13th International Conference on Parallel and Distributed Computing, 2012

Multi-Objective Particle Swarm Optimisation for Molecular Transition State Search.
Proceedings of the EVOLVE, 2012

A Multi-Objective Extremal Optimisation Approach Applied to RFID Antenna Design.
Proceedings of the EVOLVE, 2012

2011
Twin Removal in Genetic Algorithms for Protein Structure Prediction Using Low-Resolution Model.
IEEE ACM Trans. Comput. Biol. Bioinform., 2011

Differential evolution for RFID antenna design: a comparison with ant colony optimisation.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
DFS-generated pathways in GA crossover for protein structure prediction.
Neurocomputing, 2010

Intensification Strategies for Extremal Optimisation.
Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010

Pheromone Pre-seeding for the Construction of RFID Antenna Structures Using ACO.
Proceedings of the Sixth International Conference on e-Science, 2010

A hybrid multi-objective extremal optimisation approach for multi-objective combinatorial optimisation problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Using XMPP for ad-hoc grid computing - an application example using parallel ant colony optimisation.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

The effect of population density on the performance of a spatial social network algorithm for multi-objective optimisation.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

Dynamic search initialisation strategies for multi-objective optimisation in peer-to-peer networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Optimising efficiency and gain of small meander line RFID antennas using ant colony system.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

LoCost: A spatial social network algorithm for multi-objective optimisation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
DFS Based Partial Pathways in GA for Protein Structure Prediction.
Proceedings of the Pattern Recognition in Bioinformatics, 2008

Local search for Ant colony system to improve the efficiency of small meander line RFID antennas.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Decentralised distributed multiple objective particle swarm optimisation using peer to peer networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Asynchronous multiple objective particle swarm optimisation in unreliable distributed environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Parallel multi-objective optimization using Master-Slave model on heterogeneous resources.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Automated solution selection in multi-objective optimisation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
A Novel Human Computer Interaction Paradigm for Volume Visualization in Projection-Based Virtual Environments.
Proceedings of the Smart Graphics, 7th International Symposium, 2007

Using Ant Colony Optimisation to Improve the Efficiency of Small Meander Line RFID Antennas.
Proceedings of the Third International Conference on e-Science and Grid Computing, 2007

2006
Model Optimization and Parameter Estimation with Nimrod/O.
Proceedings of the Computational Science, 2006

An Extended Extremal Optimisation Model for Parallel Architectures.
Proceedings of the Second International Conference on e-Science and Grid Technologies (e-Science 2006), 2006

Hybrid Particle Guide Selection Methods in Multi-Objective Particle Swarm Optimization.
Proceedings of the Second International Conference on e-Science and Grid Technologies (e-Science 2006), 2006

2004
RSCS: A Parallel Simplex Algorithm for the Nimrod/O Optimization Toolset.
Proceedings of the 3rd International Symposium on Parallel and Distributed Computing (ISPDC 2004), 2004

2003
Optimization Using Nimrod/O and Its Application to Robust Mechanical Design.
Proceedings of the Parallel Processing and Applied Mathematics, 2003

An Evolutionary Programming Algorithm for Automatic Engineering Design.
Proceedings of the Parallel Processing and Applied Mathematics, 2003

An evolutionary programming algorithm for multi-objective optimisation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003

2002
A Parallel Implementation of Ant Colony Optimization.
J. Parallel Distributed Comput., 2002

2001
An automatic design optimization tool and its application to computational fluid dynamics.
Proceedings of the 2001 ACM/IEEE conference on Supercomputing, 2001

1997
Parallel Non-Linear Optimization : Towards The Design Of A Decision Support System For Air Quality Management.
Proceedings of the ACM/IEEE Conference on Supercomputing, 1997


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