معرفی
Xuan Zhang is an Associate Professor at the Department of Information and Communication Technology, University of Agder. His research focuses on Tsetlin Machines, learning automata, and their applications in machine learning, computer vision, and hyperspectral imaging.
Research Trends: Zhang’s recent work includes developing interpretable machine learning models (e.g., Tsetlin Machines), optimizing convolutional architectures for image processing, and applying automata theory to solve multi-armed bandit problems and channel selection in cognitive networks. His field spans theoretical analysis and practical implementations in AI, remote sensing, and health informatics.
Scientific Contributions
- Co-developed advanced Tsetlin Machine variants for XOR/NOT operator convergence, disease forecasting, and image restoration
- Published in journals like IEEE Transactions on Pattern Analysis and Machine Intelligence, Information Sciences, and Applied Intelligence
- Explored Bayesian pursuit algorithms, hierarchical learning automata, and particle swarm optimization techniques
Contact: xuan.zhang@uia.no
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