Personal Website
Towards Accountability Driven Development for Machine Learning Systems,
Contributions to Conferences: Papers
- Additional Links
- https://sites.google.com/view/sicsa-xai-workshop/home
Dr
Wei
Pang
Honorary Senior Lecturer
- Overview
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Biography
I am now an Associate Professor at Heriot-Watt University, Edinburgh, and please see my personal homepage:
I am also a member of the Edinburgh Centre for Robotics:
https://www.edinburgh-robotics.org/node/1940
- Research
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Research Overview
Machine Learning, Data Mining, Bio-inspired Computing
- Publications
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Publications
Currently viewing:Page 1 of 10 Results 1 to 10 of 100
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On Evidence Capture for Accountable AI Systems
Contributions to Conferences: Papers
- Additional Links
- https://sites.google.com/view/sicsa-xai-workshop/home
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Inferring structure and parameters of dynamic system models simultaneously using swarm intelligence approaches
Memetic Computing, vol. 12, pp. 267-282
Contributions to Journals: Articles
- Digital Object Identifier
- https://doi.org/10.1007/s12293-020-00306-5
- Open Access
- http://aura.abdn.ac.uk/bitstream/2164/14939/1/Usman_etal_MC_InferringStructureAndParameter_VOR.pdf
- Additional Links
- View publication in Scopus
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Self-adaptive parameter and strategy based particle swarm optimization for large-scale feature selection problems with multiple classifiers
Applied Soft Computing, vol. 88, 106031
Contributions to Journals: Articles
- Digital Object Identifier
- https://doi.org/10.1016/j.asoc.2019.106031
- Open Access
- http://aura.abdn.ac.uk/bitstream/2164/15557/1/Xue_etal_ApplSofCom_AAM.pdf
- Additional Links
- View publication in Scopus
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DeepSwarm: Optimising Convolutional Neural Networks using Swarm Intelligence
Advances in Computational Intelligence Systems. Ju, Z., Yang, L., Yang, C., Gegov, A., Zhou, D. (eds.). Cham: Springer pp. 119-130, 12 pages.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- Digital Object Identifier
- https://doi.org/10.1007/978-3-030-29933-0_10
- Open Access
- http://aura.abdn.ac.uk/bitstream/2164/15034/1/Byla_Pang_DeepSwarm_Optimising_Convolutional_AAM.pdf
- Additional Links
- View publication in Scopus
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Swarm Inspired Approaches for K-prototypes clustering
Advances in Computational Intelligence Systems. Ju, Z., Yang, L., Yang, C., Gegov, A., Zhou, D. (eds.). Cham: Springer pp. 201-209, 9 pages.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- Digital Object Identifier
- https://doi.org/10.1007/978-3-030-29933-0_17
- Additional Links
- View publication in Scopus
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Case-based reasoning of a deep learning network for prediction of early stage of oesophageal cancer
Proceedings of the 24th UK Symposium on Case-Based Reasoning
Chapters in Books, Reports and Conference Proceedings: Chapters
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Towards Real-Time Detection of Squamous PreCancers from Oesophageal Endoscopic Videos
Contributions to Conferences: Papers
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Towards machine learning approaches for predicting the self-healing efficiency of materials
Computational Materials Science, vol. 168, pp. 180-187
Contributions to Journals: Articles
- Digital Object Identifier
- https://doi.org/10.1016/j.commatsci.2019.05.050
- Open Access
- http://aura.abdn.ac.uk/bitstream/2164/12426/1/Towards_machine_learning_approaches_for_predicting_the_self_healing_efficiency_of_materials.pdf
- Additional Links
- View publication in Mendeley
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Explosion gravitation field algorithm with dust sampling for unconstrained optimization
Applied Soft Computing, vol. 81, 105500
Contributions to Journals: Articles
- Digital Object Identifier
- https://doi.org/10.1016/j.asoc.2019.105500
- Open Access
- http://aura.abdn.ac.uk/bitstream/2164/14324/1/EGFAmanuscript20190411_1_.pdf
- Additional Links
- View publication in Mendeley
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