Accepting PhD Students

PhD projects

I am interested in supervising projects related to bio-inspired approaches to machine learning and data mining.

Willing to speak to media

20042020
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Personal profile

Research interests

Machine Learning, Data Mining, Bio-inspired Computing, Qualitative Reasoning

Biography

Please see my personal webpage for more information:

 https://pangweijlu.github.io/

I am also an Honorary Senior Lecturer at University of Aberdeen: https://www.abdn.ac.uk/ncs/people/profiles/pang.wei

Fingerprint Dive into the research topics where Wei Pang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Clustering algorithms Engineering & Materials Science
Particle swarm optimization (PSO) Engineering & Materials Science
Learning systems Engineering & Materials Science
Experiments Engineering & Materials Science
Feature extraction Engineering & Materials Science
Traveling salesman problem Engineering & Materials Science
Discriminant analysis Engineering & Materials Science
Tensors Engineering & Materials Science

Co Author Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2004 2020

Clustering Mixed Numeric and Categorical Data with Cuckoo Search

Ji, J., Pang, W., Li, Z., He, F., Feng, G. & Zhao, X., 11 Feb 2020, In : IEEE Access.

Research output: Contribution to journalArticle

Open Access
File
Clustering algorithms
Global optimization
Data mining
Experiments

Deep Ensemble Learning for Human Action Recognition in Still Images

Yu, X., Zhang, Z., Wu, L., Pang, W., Chen, H., Yu, Z. & Li, B., 31 Jan 2020, In : Complexity. 2020, 23 p., 9428612.

Research output: Contribution to journalArticle

Open Access
File

McDPC: multi-center density peak clustering

Wang, Y., Wang, D., Zhang, X., Pang, W., Miao, C., Tan, A-H. & Zhou, Y., 7 Feb 2020, In : Neural Computing and Applications.

Research output: Contribution to journalArticle

Clustering algorithms
Image segmentation
Experiments

Data-driven two-layer visual dictionary structure learning

Yu, X., Yu, Z., Wu, L., Pang, W. & Lin, C., 8 Mar 2019, In : Journal of Electronic Imaging. 28, 2, 023006.

Research output: Contribution to journalArticle

Glossaries

DeepSwarm: Optimising Convolutional Neural Networks using Swarm Intelligence

Byla, E. & Pang, W., 30 Aug 2019, Advances in Computational Intelligence Systems. UKCI 2019. . Ju, Z., Yang, L., Yang, C., Gegov, A. & Zhou, D. (eds.). Springer, p. 119-130 12 p. (Advances in Intelligent Systems and Computing; vol. 1043).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ant colony optimization
Neural networks
Reusability
Swarm intelligence
Deep learning

Prizes

ADMA 2016 Best Paper Runner Up

Wei Pang (Recipient), 2016

Prize: Prize (including medals and awards)

Data mining

UKCI 2019 Best Paper Award

Wei Pang (Recipient), 2019

Prize: Prize (including medals and awards)

Artificial intelligence