View Proposal

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Proposer

Wei Pang

Title

Swarm Intelligence for Unsupervised Learning

Goal

Explore novel ideas on swarm-based data clustering approaches

Description

You can proposal any novel ideas on using swarm intelligence to perform data clustering, including clustering mixed data, dynamic data, or networked data. Examples: 1. J. Ji, W. Pang, Z. Li, F. He, G. Feng and X. Zhao, "Clustering Mixed Numeric and Categorical Data With Cuckoo Search," in IEEE Access, vol. 8, pp. 30988-31003, 2020, doi: 10.1109/ACCESS.2020.2973216. https://ieeexplore.ieee.org/document/8993805 2. Albalawi H., Pang W., Coghill G.M. (2020) Swarm Inspired Approaches for K-prototypes Clustering, Advances in Computational Intelligence Systems. UKCI 2019. Advances in Intelligent Systems and Computing, vol 1043. Springer, Cham. https://doi.org/10.1007/978-3-030-29933-0_17 https://link.springer.com/chapter/10.1007%2F978-3-030-29933-0_17

Resources

Background

Url

Difficulty Level

High

Ethical Approval

None

Number Of Students

1

Supervisor

Wei Pang

Keywords

Degrees