Doctor of Philosophy in Applied Mathematics, Chung Yuan Christian University, Taiwan, R.O.C., 2021
Master of Science in Mathematics, University of Santo Tomas, Manila, Philippines, 1996
Bachelor of Science in Engineering major in Industrial Engineering, University of Santo Tomas, Manila Philippines, 1986
Research Highlights
Formulating mathematical models for clustering datasets that includes feature selection and reduction with applications in the field of bioinformatics, sciences, chemistry, medical field, pattern recognition, image processing, machine learning, and others
Research Interests
Clustering Analysis
Statistical Analysis
Regression Analysis
Time Series Analysis
Courses Handled
Major Recognitions
Professional Activities
Courses Handled
Differential Calculus
Differential Equations
Integral Calculus
Linear Algebra
Mathematical Modelling
Numerical Analysis
Operations Research
Statistics
Theory Probability
Major Recognitions
Professional Activities
Selected Publications
Selected Publications
Possibilistic C-Means Clustering on Directional Data. In 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI) (pp. 1-6). IEEE. 2019
Feature-Weighted Possibilistic c-Means Clustering With a Feature-Reduction Framework. IEEE Transactions on Fuzzy Systems, 29(5), (2020) pp.1093-1106
Weighted Multi-View Possibilistic C-means with L2 Regularization, 2021 DOI 10.1109/TFUZZ.2021.3058572, IEEE Transactions on Fuzzy Systems