Villalobos, Villaflores of Pharmacy win award for research on wound healing activities of White angel
Faculty of Pharmacy faculty researchers Omay Villalobos and Oliver Villaflores,…
BENJAMIN, Josephine Bernadette M.
BENJAMIN, Josephine Bernadette M.
Asst. Prof. Josephine Bernadette M. Benjamin, PhD
Department of Mathematics and Physics | Research Center for the Natural and Applied Sciences
Academic Qualifications
Research Highlights
Research Interests
Academic Qualifications
Degrees
- 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