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Tentative Program

Workshop Speakers

EDOARDO FADDA, PhD

Politecnico di Torino, ITALY
Title: Two-Stage Stochastic Programming: From the Newsvendor to Locations Problems

Dr. Paul Samuel Ignacio

University of the Philippines Baguio
Title: From Shapes to Insights: Examining Hidden Structures with Topological Data

HYEONTAE JO, PhD

Korea University, SOUTH KOREA
Title: Physics-Informed Neural Networks: Fitting a Mathematical Model to Real Data

Dr. Rachelle Sambayan

University of the Philippines Diliman
Title: Kernel Methods for Pattern Recognition

Invited Speakers

MARK LEXTER DE LARA, PhD

University of the Philippines Los Baños
Title: Integrating Topological Data in Machine Learning

SHINGO IWAMI, PhD

Nagoya University, JAPAN
Title: Modeling lesion transition dynamics to clinically characterize mpox patients in the Democratic Republic of the Congo

EUNOK JUNG, PhD

Konkuk University, SOUTH KOREA
Title: The influence of data-driven mathematical modeling on public health policies during the COVID-19 pandemic and its future applications in this field

SEUNGGYU LEE, PhD

Korea University, SOUTH KOREA
Title: Data Classification using phase-field methods and its efficient numerical scheme

RHUDAINA MOHAMMAD, PhD

University of the Philippines Diliman
Title: Neural networks with ReLU powers need less depth

INTAN MUCHTADI, PhD

Institut Teknologi Bandung, INDONESIA
Title: Incorporating Global Context through Cohomology-Based Persistent Landscapes in Transformer-Based Machine Translation

HIROFUMI NOTSU, PhD

Kanazawa University, JAPAN
Title: Harnessing omnipresent oscillator networks as computational resource

REINABELLE REYES, PhD

Philippine Space Agency
Title: Modeling transportation network efficiency for typhoon relief delivery in Visayas

Tentative Schedule

Schedule April 3 April 4 April 5
7:30 AM – 8:30 AM Registration
8:30 AM – 9:00 AM Opening Remarks: Dr. Ricky B. Nellas, Director, UP Intelligent Systems Center Dr. Giovanni A. Tapang, Dean, UP Diliman College of Science
9:00 AM – 10:00 AM Workshop 1: Dr. Paul Samuel Ignacio Workshop 2: Dr. Rachelle Sambayan Workshop 4: Dr. Edoardo Fadda
10:00 AM – 10:15 AM
10:15 AM – 10:45 AM Snack Break
10:45 AM – 11:30 AM Workshop 1: Dr. Paul Samuel Ignacio Workshop 2: Dr. Rachelle Sambayan Workshop 4: Dr. Edoardo Fadda
11:30 AM – 11:45 AM
11:45 AM – 12:00 PM Closing Remarks
Dr. Renier G. Mendoza
12:00 PM – 01:30 PM Lunch Break
01:30 PM – 02:00 PM Talk 1: Dr. Eunok Jung Workshop 3: Dr. Hyeontae Jo Discussion/Networking
02:00 PM – 02:30 PM Talk 2: Dr. Rhudaina Mohammad
02:30 PM – 03:00 PM Talk 3: Dr. Hirofumi Notsu
03:00 PM – 03:30 PM Snack Break Snack Break
03:30 PM – 04:00 PM Talk 4: Dr. Mark Lexter De Lara Talk 7: Dr. Reinabelle Reyes
04:00 PM – 04:30 PM Talk 5: Dr. Shingo Iwami Talk 8: Dr. Intan Muchtadi
04:30 PM – 05:00 PM Talk 6: Dr. Seunggyu Lee
05:00 PM – 06:00 PM Poster Session
06:00 PM – 08:00 PM Conference Dinner

Poster Presenters


  1. Cris Francis Barbosa (University of the Philippines Diliman) – Machine Learning-Based Identification of Abaca var. Abuab (NSIC 2017 Mt001) Using Leaf Lamina Base Morphometrics

  2. Nadine Grace Caido (De La Salle University) – Weed detection in corn fields for precision agriculture using multispectral imaging and deep learning

  3. Kyrho Corum (University of the Philippines Diliman) – Assessing the role of Wolbachia in reducing dengue transmission in the Philippines

  4. Margaret Esther Cruz (University of the Philippines Diliman) – Image Reconstruction in Electrical Impedance Tomography Using Deep Neural Network with Differential Evolution

  5. Maxine Darvin (University of the Philippines Diliman) – Spatiotemporal analysis of Pestalotiopsis infection in Basilan rubber plantations using remote sensing and random forest

  6. Jose Aries De Los Santos (University of the Philippines Diliman) – Perturbed Accelerated Gradient Method with Adaptive Learning Rate for Deep Learning Models

  7. Mark Jaymor De Vera (University of the Philippines Diliman) – Flood Hazard Route Optimization Model for the Philippines using Geospatial Data and Genetic Algorithm

  8. Erika Antonette Enriquez (University of the Philippines Diliman) – The Philippine Eagle hunts down cosmic expansion: A case study of metaheuristic cosmological parameter estimation

  9. Augusto Gayon Jr. (University of the Philippines Diliman) – OptiVax: A Software for Optimal Placement of Vaccination Centers

  10. Jiwon Han (Konkuk University) – Optimal Interventions for Plasmodium vivax Malaria Control in Seoul: A Cost-Benefit Analysis of Tafenoquine and Non-Pharmaceutical Strategies

  11. Junel Alje Isanan (University of the Philippines Diliman) – Tudlo: An LLM-Powered Web Application for Automated Essay Summarization as Pedagogical Evaluation in Philippine Universities

  12. Cristian Jetomo (University of the Philippines Los Baños) – Filipino sign language alphabet recognition using Persistent Homology Classification algorithm

  13. Jongmin Lee (Konkuk University) – How to Deal with the Health-economy Dilemma during a Pandemic: Research Framework and User-interactive Dashboard

  14. Yuna Lim (Konkuk University) – Comparison of the Effectiveness and Costs of Hepatitis A Vaccination Strategies by Age in the Republic of Korea

  15. Rafael Nico Maniquiz (University of the Philippines Diliman) – Time Series Forecasting Using XGBoost-KAN Hybrid Model

  16. Kenneth Montajes (University of the Philippines Mindanao) – Change Detection of Shoreline Erosion and Silt Coverage in Sta. Cruz Davao del Sur, Philippines

  17. Junyoung Park (Konkuk University) – Impact of Waning Immunity on Measles Outbreaks and Vaccination Strategies in Nosocomial Infection

  18. Dan Mark Orapa (University of the Philippines Diliman) – Structure-based computational methods to predict protein-protein interactions in a dataset with minimal sequence similarity

  19. Rodney Pino (University of the Philippines Diliman) – MaBaybay-OCR: A Matlab-based Baybayin optical character recognition package

  20. Chara Deanna Punzal (University of the Philippines Diliman) – USING ROAD CENTRALITY METRIC TO CHARACTERIZE SIGNIFICANT POINTS IN THE COMPLEX ROAD NETWORK OF MINDANAO

  21. Ela Mae Riñon (University of the Philippines Diliman) – Kernel Matrix Completion through PCA-MKMC and Persistent Spectral Analysis

  22. Jhon Christian Rozano (University of the Philippines Diliman) – Multigrid methods for solving partial differential equations and optimal control problems

  23. Russell Fitzgerald L. Santos (University of the Philippines Diliman) – CNN-KAN Approach to Real-time Filipino Sign Language Alphabet Recognition

  24. Kloudene Salazar (University of the Philippines Diliman) – Modeling Artificial Insemination Outcomes in Carabao with Machine Learning: Insights from a National Database

  25. Juan Paolo Santos (University of the Philippines Diliman) – Finest decomposition coarsening of reaction networks of biochemical systems

  26. Daiki Tatematsu (Nagoya University) – Prediction of vaccine-induced antibody dynamics from 1 or 2 blood samplings using mathematical models and machine learning and search for optimal blood sampling schedules

  27. Raiki Yoshimura (Nagoya University) – Prediction of graft loss in living donor liver transplantation during the early postoperative period

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