David Walker

According to our database, David Walker authored at least 35 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Introduction to the Special Issue on Explainable AI in Evolutionary Computation.

Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Giovanni Iacca, John A. W. McCall, David J. Walker

ACM Trans. Evol. Learn. Optim., March, 2024

Evolutionary Computation and Explainable AI: A Roadmap to Transparent Intelligent Systems.

Ryan Zhou, Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Martin Fyvie, Giovanni Iacca, John A. W. McCall, Niki van Stein, David Walker, Ting Hu

CoRR, 2024

Energy-Efficient Placement of Virtual Network Functions in a Wireless Mesh Network.

Auberlin Paguem Tchinda, Besfort Shala, Armin Lehmann, Bogdan Ghita, David Walker, Ulrich Trick

IEEE Access, 2024

2023

SDN-Based Routing Framework for Elephant and Mice Flows Using Unsupervised Machine Learning.

Muna Al-Saadi, Asiya Khan, Vasilios I. Kelefouras, David J. Walker, Bushra Al-Saadi

Network, 2023

Identification of Cotton Leaf Curl Disease Using CNN and Vision Transformer.

Goel Biju, Asiya Khan, David Walker, Salman Qadri, Qaim Hssan, Khalid Mahmood, Abdul Hanan

Proceedings of the Intelligent Systems and Applications, 2023

Extrema Graphs: Fitness Landscape Analysis to the Extreme!

Sophie Sadler, Alma A. M. Rahat, David Walker, Daniel Archambault

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

Visualizing Population Dynamics to Examine Algorithm Performance.

Mathew J. Walter, David J. Walker, Matthew J. Craven

IEEE Trans. Evol. Comput., 2022

A computational method to track the evolution of business models in the Digital Economy.

Zena Wood, David Walker, Glenn C. Parry

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

An explainable visualisation of the evolutionary search process.

Mathew J. Walter, David J. Walker, Matthew J. Craven

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Towards a Digital Twin of a Complex Maritime Site for Multi-Objective Optimization.

Joseph A. J. Ross, Kimberly Tam, David J. Walker, Kevin D. Jones

Proceedings of the 14th International Conference on Cyber Conflict: Keep Moving!, 2022

2021

Unsupervised Machine Learning-Based Elephant and Mice Flow Identification.

Muna Al-Saadi, Asiya Khan, Vasilios I. Kelefouras, David J. Walker, Bushra Al-Saadi

Proceedings of the Intelligent Computing, 2021

Many-objective population visualisation with geons.

Marius N. Varga, Swen E. Gaudl, David J. Walker

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Identifying good algorithm parameters in evolutionary multi- and many-objective optimisation: A visualisation approach.

David J. Walker, Matthew J. Craven

Appl. Soft Comput., 2020

Visualising Evolution History in Multi- and Many-objective Optimisation.

Mathew J. Walter, David J. Walker, Matthew J. Craven

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

2019

Using Burstiness for Network Applications Classification.

Hussein Oudah, Bogdan V. Ghita, Taimur Bakhshi, Abdulrahman Alruban, David J. Walker

J. Comput. Networks Commun., 2019

Augmented evolutionary intelligence: combining human and evolutionary design for water distribution network optimisation.

Matthew Barrie Johns, Herman A. Mahmoud, David J. Walker, Nicholas D. F. Ross, Edward C. Keedwell, Dragan A. Savic

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

2018

Visualisation with treemaps and sunbursts in many-objective optimisation.

David J. Walker

Genet. Program. Evolvable Mach., 2018

Toward the Online Visualisation of Algorithm Performance for Parameter Selection.

David J. Walker, Matthew J. Craven

Proceedings of the Applications of Evolutionary Computation, 2018

2016

Towards Many-Objective Optimisation with Hyper-heuristics: Identifying Good Heuristics with Indicators.

David J. Walker, Ed Keedwell

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Multi-objective Optimisation with a Sequence-based Selection Hyper-heuristic.

David J. Walker, Ed Keedwell

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Visualisation Methods in Genetic and Evolutionary Computation (VizGEC 2016) Chairs' Welcome & Organization.

David J. Walker, Jonathan E. Fieldsend, Richard M. Everson

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015

Visualising Multi-objective Populations with Treemaps.

David J. Walker

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014

Life on the Edge: Characterising the Edges of Mutually Non-dominating Sets.

Richard M. Everson, David J. Walker, Jonathan E. Fieldsend

Evol. Comput., 2014

2013

Visualizing Mutually Nondominating Solution Sets in Many-Objective Optimization.

David J. Walker, Richard M. Everson, Jonathan E. Fieldsend

IEEE Trans. Evol. Comput., 2013

Edges of mutually non-dominating sets.

Richard M. Everson, David J. Walker, Jonathan E. Fieldsend

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012

Ordering and visualisation of many-objective populations.

David J. Walker

PhD thesis, 2012

Visualising many-objective populations.

David J. Walker, Jonathan E. Fieldsend, Richard M. Everson

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

The lay of the land: a brief survey of problem understanding.

Kent McClymont, David J. Walker, Max Dupenois

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011

Partial iris and recognition as a viable biometric scheme.

David J. Walker, Shahram Latifi

Int. J. Secur. Networks, 2011

Rank-based dimension reduction for many-criteria populations.

David J. Walker, Richard M. Everson, Jonathan E. Fieldsend

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

Improving bounds on link failure tolerance of the star graph.

David J. Walker, Shahram Latifi

Inf. Sci., 2010

Reliability Analysis of Climate Change Data Portals for Nevada.

David J. Walker, Shahram Latifi

Proceedings of the ISCA 19th International Conference on Software Engineeringand Data Engineering (SEDE-2010) June 16-18, 2010

Visualisation and ordering of many-objective populations.

David J. Walker, Richard M. Everson, Jonathan E. Fieldsend

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2008

An iris and retina multimodal biometric system.

Michael Sadowitz, Shahram Latifi, David J. Walker

Int. J. Secur. Networks, 2008

An Overview of Iris and Retina Scans and their Fusion in a Biometric System.

Michael Sadowitz, Shahram Latifi, David J. Walker

Proceedings of the 2008 International Conference on Image Processing, 2008