David J. Walker

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 17

Top Venues

GECCO (Companion)

GECCO Companion

ACM Trans. Evol. Learn. Optim.

CoRR

University of Exeter, Devon, UK (PHD)

Education History

University of Exeter, Devon, UK

PHD

Publications

Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Giovanni Iacca, John A. W. McCall, David J. Walker
Introduction to the Special Issue on Explainable AI in Evolutionary Computation. ACM Trans. Evol. Learn. Optim. 4 (1) (2024)
Muna Al-Saadi, Asiya Khan, Vasilios I. Kelefouras, David J. Walker, Bushra Al-Saadi
SDN-Based Routing Framework for Elephant and Mice Flows Using Unsupervised Machine Learning. Network 3 (1) (2023)
Mathew J. Walter, David J. Walker, Matthew J. Craven
An explainable visualisation of the evolutionary search process. GECCO Companion (2022)
Joseph A. J. Ross, Kimberly Tam, David J. Walker, Kevin D. Jones
Towards a Digital Twin of a Complex Maritime Site for Multi-Objective Optimization. CyCom (2022)
Mathew J. Walter, David J. Walker, Matthew J. Craven
Visualizing Population Dynamics to Examine Algorithm Performance. IEEE Trans. Evol. Comput. 26 (6) (2022)
Marius N. Varga, Swen E. Gaudl, David J. Walker
Many-objective population visualisation with geons. GECCO Companion (2021)
Muna Al-Saadi, Asiya Khan, Vasilios I. Kelefouras, David J. Walker, Bushra Al-Saadi
Unsupervised Machine Learning-Based Elephant and Mice Flow Identification. SAI (2) (2021)
David J. Walker, Matthew J. Craven
Identifying good algorithm parameters in evolutionary multi- and many-objective optimisation: A visualisation approach. Appl. Soft Comput. 88 (2020)
Mathew J. Walter, David J. Walker, Matthew J. Craven
Visualising Evolution History in Multi- and Many-objective Optimisation. PPSN (2) (2020)
Mathew J. Walter, David J. Walker, Matthew J. Craven
Visualising Evolution History in Multi- and Many-Objective Optimisation. CoRR (2020)
Matthew Barrie Johns, Herman A. Mahmoud, David J. Walker, Nicholas D. F. Ross, Edward C. Keedwell, Dragan A. Savic
Augmented evolutionary intelligence: combining human and evolutionary design for water distribution network optimisation. GECCO (2019)
Hussein Oudah, Bogdan V. Ghita, Taimur Bakhshi, Abdulrahman Alruban, David J. Walker
Using Burstiness for Network Applications Classification. J. Comput. Networks Commun. 2019 (2019)
David J. Walker
Visualisation with treemaps and sunbursts in many-objective optimisation. Genet. Program. Evolvable Mach. 19 (3) (2018)
David J. Walker, Matthew J. Craven
Toward the Online Visualisation of Algorithm Performance for Parameter Selection. EvoApplications (2018)
David J. Walker, Jonathan E. Fieldsend, Richard M. Everson
Visualisation Methods in Genetic and Evolutionary Computation (VizGEC 2016) Chairs' Welcome & Organization. GECCO (Companion) (2016)
David J. Walker, Ed Keedwell
Multi-objective Optimisation with a Sequence-based Selection Hyper-heuristic. GECCO (Companion) (2016)
David J. Walker, Ed Keedwell
Towards Many-Objective Optimisation with Hyper-heuristics: Identifying Good Heuristics with Indicators. PPSN (2016)
David J. Walker
Visualising Multi-objective Populations with Treemaps. GECCO (Companion) (2015)
Richard M. Everson, David J. Walker, Jonathan E. Fieldsend
Life on the Edge: Characterising the Edges of Mutually Non-dominating Sets. Evol. Comput. 22 (3) (2014)
Richard M. Everson, David J. Walker, Jonathan E. Fieldsend
Edges of mutually non-dominating sets. GECCO (2013)
David J. Walker, Richard M. Everson, Jonathan E. Fieldsend
Visualizing Mutually Nondominating Solution Sets in Many-Objective Optimization. IEEE Trans. Evol. Comput. 17 (2) (2013)
David J. Walker, Jonathan E. Fieldsend, Richard M. Everson
Visualising many-objective populations. GECCO (Companion) (2012)
David J. Walker, Shahram Latifi
Partial iris and recognition as a viable biometric scheme. Int. J. Secur. Networks 6 (2/3) (2011)
David J. Walker, Richard M. Everson, Jonathan E. Fieldsend
Rank-based dimension reduction for many-criteria populations. GECCO (Companion) (2011)
David J. Walker, Shahram Latifi
Improving bounds on link failure tolerance of the star graph. Inf. Sci. 180 (13) (2010)
David J. Walker, Richard M. Everson, Jonathan E. Fieldsend
Visualisation and ordering of many-objective populations. IEEE Congress on Evolutionary Computation (2010)
David J. Walker, Shahram Latifi
Reliability Analysis of Climate Change Data Portals for Nevada. SEDE (2010)
Michael Sadowitz, Shahram Latifi, David J. Walker
An iris and retina multimodal biometric system. Int. J. Secur. Networks 3 (4) (2008)
Michael Sadowitz, Shahram Latifi, David J. Walker
An Overview of Iris and Retina Scans and their Fusion in a Biometric System. IPCV (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

David J. Walker