WANT A PROFILE LIKE THIS?
Create my FREE Plan Or learn about other options
Mark Lexter De Lara
PeerJ Author
135 Points

Contributions by role

Author 135

Contributions by subject area

Algorithms and Analysis of Algorithms
Data Mining and Machine Learning
Data Science
Theory and Formal Methods

Mark Lexter D De Lara

PeerJ Author

Summary

I'm an assistant professor at the University of the Philippines Los Baños. My research interests include operations research, combinatorial optimization, machine learning, persistent homology, and metaheuristics.

Data Mining & Machine Learning Data Science Optimization Theory & Computation Theory & Formal Methods

Past or current institution affiliations

University of the Philippines Diliman
University of the Philippines Los Banos

Work details

Assistant Professor

University of the Philippines Los Banos
June 2007
Institute of Mathematical Sciences and Physics
I am an assistant professor and the current head of the Mathematics Division at the Institute of Mathematical Sciences and Physics, University of the Philippines, Los Baños. I conduct research in Applied Mathematics, focusing on optimization, metaheuristics, and persistent homology applications. The title of my most recent article is "Event-Based Rainfall-Runoff Forecasting in the Pampanga River Basin, Philippines Using Artificial Neural Networks (ANN)". Currently, I am completing my doctoral research on the application of persistent homology in data science and machine learning.

PeerJ Contributions

  • Articles 2
February 21, 2025
Filipino sign language alphabet recognition using Persistent Homology Classification algorithm
Cristian B. Jetomo, Mark Lexter D. De Lara
https://doi.org/10.7717/peerj-cs.2720
January 10, 2023
Persistent homology classification algorithm
Mark Lexter D. De Lara
https://doi.org/10.7717/peerj-cs.1195