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BENJAMIN, Josephine Bernadette M.

BENJAMIN, Josephine Bernadette M.

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Villalobos, Villaflores of Pharmacy win award for research on wound healing activities of White angel

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,…

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Assoc. 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聽
  • Statistical Analysis聽 聽
  • Regression Analysis聽
  • Time Series Analysis

Courses Handled

Major Recognitions

Professional Activities

Courses Handled

  • Differential Calculus聽
  • Differential Equations聽
  • Integral Calculus聽
  • Linear Algebra聽
  • Mathematical Modelling聽
  • Numerical Analysis聽
  • Operations Research聽
  • 厂迟补迟颈蝉迟颈肠蝉听
  • Theory Probability聽

Major Recognitions

听听

Professional Activities

听听

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)聽(pp. 1-6). IEEE. 2019
  • Feature-Weighted Possibilistic c-Means Clustering With a Feature-Reduction Framework. IEEE Transactions on Fuzzy Systems,听29(5), (2020) pp.1093-1106聽
  • 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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