Mardé Helbig

Orcid: 0000-0002-4907-0662

Affiliations:
  • Griffith University, School of Information and Communication Technology, Australia


According to our database1, Mardé Helbig authored at least 51 papers between 2001 and 2023.

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Bibliography

2023
Decision-Maker's Preference-Driven Dynamic Multi-Objective Optimization.
Algorithms, 2023

Empirical Loss Landscape Analysis of Neural Network Activation Functions.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022
Cybersecurity Maturity Model Capability in Aviation and Railway Industry.
Proceedings of the Australasian Conference on Information Systems, 2022

2021
Dynamic multi-objective optimization: introduction, challenges, applications and future directions.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Cyber Security Maturity Model Capability at The Airports.
Proceedings of the Australasian Conference on Information Systems, 2021

2020
Visualising basins of attraction for the cross-entropy and the squared error neural network loss functions.
Neurocomputing, 2020

Weather Downtime Prediction in a South African Port Environment.
Proceedings of the Artificial Intelligence XXXVII, 2020

Partial Dominance for Many-Objective Optimization.
Proceedings of the ISMSI '20: 2020 4th International Conference on Intelligent Systems, 2020

Empirical Analysis of A Partial Dominance Approach to Many-Objective Optimisation.
Proceedings of the ISMSI '20: 2020 4th International Conference on Intelligent Systems, 2020

Loss Surface Modality of Feed-Forward Neural Network Architectures.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Dynamic Multi-objective Optimisation Problems with Intertemporal Dependencies.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019
Performance of dynamic algorithms on the dynamic distance minimization problem.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Effects of Decision Models on Dynamic Multi-objective Optimization Algorithms for Financial Markets.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Fitness Landscape Analysis of Weight-Elimination Neural Networks.
Neural Process. Lett., 2018

Dynamic Particle Swarm Optimization for Financial Markets.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Deriving Functions for Pareto Optimal Fronts Using Genetic Programming.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

Comparison of Constraint Handling Approaches in Multi-objective Optimization.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

Visualizing the Optimization Process for Multi-objective Optimization Problems.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

Visualising the search process for multi-objective optimisation.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Progressive gradient walk for neural network fitness landscape analysis.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017
Solving Constrained Multi-objective Optimization Problems with Evolutionary Algorithms.
Proceedings of the Advances in Swarm Intelligence - 8th International Conference, 2017

Solving Inverse Kinematics with Vector Evaluated Particle Swarm Optimization.
Proceedings of the Advances in Swarm Intelligence - 8th International Conference, 2017

A differential evolution algorithm for dynamic multi-objective optimization.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

2016
Heterogeneous Vector-Evaluated Particle Swarm Optimisation in Static Environments.
Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

Padding the dimensions for knowledge transfer in the dynamic vector evaluated particle swarm optimisation algorithm.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Search space boundaries in neural network error landscape analysis.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Key challenges and future directions of dynamic multi-objective optimisation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Dynamic Vector-Evaluated PSO with Guaranteed Convergence in the Sub-Swarms.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Using Headless Chicken Crossover for Local Guide Selection When Solving Dynamic Multi-objective Optimization.
Proceedings of the Advances in Nature and Biologically Inspired Computing, 2015

Updating the Global Best and Archive Solutions of the Dynamic Vector-Evaluated PSO Algorithm Using \epsilon ϵ -dominance.
Proceedings of the Advances in Nature and Biologically Inspired Computing, 2015

The Effect of Quantum and Charged Particles on the Performance of the Dynamic Vector-evaluated Particle Swarm Optimisation Algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Influence of the archive size on the performance of the dynamic vector evaluated particle swarm optimisation algorithm solving dynamic multi-objective optimisation problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Population-based metaheuristics for continuous boundary-constrained dynamic multi-objective optimisation problems.
Swarm Evol. Comput., 2014

Benchmarks for dynamic multi-objective optimisation algorithms.
ACM Comput. Surv., 2014

Using heterogeneous knowledge sharing strategies with dynamic vector-evaluated particle swarm optimisation.
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014

Heterogeneous dynamic vector evaluated particle swarm optimisation for dynamic multi-objective optimisation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Dynamic Multi-Objective Optimization Using PSO.
Proceedings of the Metaheuristics for Dynamic Optimization, 2013

Performance measures for dynamic multi-objective optimisation algorithms.
Inf. Sci., 2013

Benchmarks for dynamic multi-objective optimisation.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2013

Issues with performance measures for dynamic multi-objective optimisation.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2013

Analysing the performance of dynamic multi-objective optimisation algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Analyses of guide update approaches for vector evaluated particle swarm optimisation on dynamic multi-objective optimisation problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Archive management for dynamic multi-objective optimisation problems using vector evaluated particle swarm optimisation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Dynamic Multi-objective Optimisation Using PSO.
Proceedings of the Multi-Objective Swarm Intelligent Systems - Theory & Experiences, 2010

Determining the user profile for an adaptable training platform.
Proceedings of the 2010 Annual Conference of the South African Institute of Computer Scientists and Information Technologists, 2010

2009
A lightweight methodology to improve web accessibility.
Proceedings of the 2009 Annual Conference of the South African Institute of Computer Scientists and Information Technologists, 2009

2008
Usability evaluation of the South African National Accessibility Portal interactive voice response 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

Solving dynamic multi-objective problems with vector evaluated particle swarm optimisation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2005
Nailing and Pinning: Adding Constraints to Inverse Kinematics .
Proceedings of the 13-th International Conference in Central Europe on Computer Graphics, 2005

2001
Interactive Cultural Experiences Using Virtual Identities.
Proceedings of the International Cultural Heritage Informatics Meeting: Proceedings from ICHIM 2001. Politechnico di Milano, Milan, Italy, September 3-7, 2001, 2001

Interactive Storytelling with Virtual Identities.
Proceedings of the 7th EG Workshop on Virtual Environments, 2001


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