Research output per year
Research output per year
Overview
Profile summary
I currently undertake the following academic roles within the School: Module lead (COMP2002, COMP3006 and COMP5009). I am the Programme Manager for all of the programmes in the Computing undergraduate suite.I am the Programme Champion for MSc Artificial Intelligence I am the Exam Coordinator for Computing modules.I supervise a number of PhD students undertaking research in topics such as evolutionary computation and machine learning.
Professional memberships
Member of the IEEE Task Force on Many-objective Optimisation.Fellow of the Higher Education Academy (FHEA)Member of the Association for Computing Machinery (ACM)
Roles on external bodies
Committee member of the Society for the Study of Artificial Intelligence and Simulation of Behaviour (AISB)
Supervised research degrees
Completed PhD Project Supervision as SupervisorDr Hussein Oudah, Profiling and Identification of Web Applications in Computer Networks (2020)
Teaching interests
This year (2021/22) I am module leader for: COMP2002 Artificial IntelligenceCOMP3006 Full-Stack DevelopmentCOMP5009 Computational Intelligence I am supervising a range of final year projects.
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Collaborations and top research areas from the last five years
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Research output
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Many-objective optimisation of offshore wind farms
Manikowski, P. L., Craven, M. J. & Walker, D. J., 27 Feb 2025, In: Applied Soft Computing. 173, 112879.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Downloads (Pure) -
Energy-Efficient Placement of Virtual Network Functions in a Wireless Mesh Network
Tchinda, A. P., Shala, B., Lehmann, A., Ghita, B., Walker, D. & Trick, U., 2024, In: IEEE Access. 12, p. 64807-64822 16 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Identification of Cotton Leaf Curl Disease Using CNN and Vision Transformer
Biju, G., Khan, A., Walker, D., Qadri, S., Hssan, Q., Mahmood, K. & Hanan, A., 2024, Intelligent Systems and Applications - Proceedings of the 2023 Intelligent Systems Conference IntelliSys Volume 2. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 670-688 19 p. (Lecture Notes in Networks and Systems; vol. 823 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings published in a book › peer-review
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Evolutionary Computation and Explainable AI Towards ECXAI 2023: A Year in Review
Bacardit, J., Brownlee, A., Cagnoni, S., Iacca, G., McCall, J. & Walker, D., Jun 2023, In: ACM SIGEVOlution. 16, 2, p. 1-6Research output: Contribution to journal › Article › peer-review
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Extrema Graphs: Fitness Landscape Analysis to the Extreme!
Sadler, S., Rahat, A., Walker, D. & Archambault, D., 15 Jul 2023, In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation. 0, 0Research output: Contribution to journal › Conference proceedings published in a journal › peer-review
Datasets
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Wind turbines dataset
Manikowski, P. (Creator), Walker, D. (Creator) & Craven, M. (Creator), University of Plymouth, 9 Dec 2021
DOI: 10.24382/6jkb-4z32, https://pearl.plymouth.ac.uk/fose-datasets/21/
Dataset
File -
Many-objective optimisation of offshore wind farms (dataset)
Manikowski, P. (Creator), Craven, M. (Creator) & Walker, D. (Creator), University of Plymouth, 2 Mar 2025
DOI: 10.24382/1db0364a-95a6-4d0f-acd5-a049457a9d61, https://pearl.plymouth.ac.uk/fose-datasets/52/
Dataset
File