BENJAMIN, Josephine Bernadette M.

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BENJAMIN, Josephine Bernadette M.

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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,…

Asst. Prof. Josephine Bernadette M. Benjamin, PhD

Department of Mathematics and Physics | Research Center for the Natural and Applied Sciences

jmbenjamin@ust.edu.ph

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

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

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