Prof. Rabian Wangkeeree
Full Professor of Mathematics
Specializing in Optimization Theory, Machine Learning, and Deep Learning
Experience
Research Areas
Core domains of academic exploration
Machine Learning & Deep Learning
Developing novel algorithms for Support Vector Machines, Neural Networks, and Deep Learning architectures with applications in medical imaging and classification.
Optimization Theory
Advanced research in convex optimization, robust optimization, and optimality conditions for complex mathematical programming problems.
Fixed Point Theory
Theoretical and computational aspects of fixed point theory with applications to equilibrium problems and variational inequalities.
Computational Methods
Implementation of algorithms and development of computational tools for solving complex optimization and machine learning problems.
Featured Publications
Recent highlighted research articles
An Anatomically Guided and Optimization-Refined Radiomics Framework for Opportunistic Osteoporosis Assessment from Lumbar Spine MRI
Mahatthanatrakul, A., Klinsuwan, T., Wangkeeree, R., & Laoruengthana, A.
Compact Gradient-Based Neural Network for Stochastic Support Vector Regression with Probabilistic Constraints
Tananimit, N., Grace, T., Belay, Y. A., & Wangkeeree, R.
Multi-view Laplacian twin support vector machine with pinball loss function
Vipavee Damminsed & Rabian Wangkeeree
Latest News
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Workshop/Seminar: Voices from the Global Research Community — Inspiration and Experience
The Department of Mathematics, Faculty of Science, Naresuan University hosted the workshop 'Voices from the Global Research Community: Inspiration and Experience' on May 13, 2026. The event featured Professor Dr. Poom Kumam, an International Researcher & Distinguished Scholar recognized as the Top Mathematician in Thailand, as the keynote speaker. The seminar provided students, researchers, and academics with valuable insights into international research experiences, inspiration, and new perspectives on academic research. Organized under the DeepMathAI Frontier Research and Innovation Cluster at Room SC2-112, Department of Mathematics, Faculty of Science, Naresuan University.
Invited Keynote at ICOML 2026
Prof. Rabian Wangkeeree delivered a keynote speech at the International Conference on Optimization and Machine Learning (ICOML) 2026. The talk focused on novel approaches in solving Support Vector Machines with Epigraph Reformulated Generalized Pinball Loss Function.