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Glenn B. Pepito

Pepito, Glenn B.

Assistant Professor
Coordinator
Information and Communications Technology/Information Systems

gbpepito@usc.edu.ph

Degrees:

B.S. Information Technology, University of San Carlos, 2009
Master in Business Administration, Catholic University in Korea, 2011
M.S. Information Technology, Carnegie Mellon University, 2018

Research Interests:

Database management, business analysis, web development, digital transformation

List of publications:

  1. Rafanan, C.T.Y.; Largo, R.G.G.; Pepito, G.B.. Integrating Dense, Sparse, and Graph-Based Approaches in Financial Data Analysis for a Retrieval-Augmented Generation Framework. International Conference on Artificial Intelligence Computer Data Sciences and Applications Acdsa 2026. 2026, https://doi.org/10.1109/ACDSA67686.2026.11467963.
  2. Apos, R.J.A.; Clarit, L.J.A.; Pepito, G.B.. Enhancing Re-Identification in the MV-GLMB-AB Framework with PersonViT and History-Aware Transformation. Conference Proceedings 2026 International Conference on Multi Scale Artificial Intelligence Drive Innovation Multi Scale AI Mai 2026. 2026, https://doi.org/10.1109/MAI69289.2026.11543865.
  3. Modesto, M.C.; Tiu, V.; Pepito, G.. Predicting the Philippine Stock Market Using Lagged News Sentiments with FinBERT and Bi-LSTM. Proceedings of the IEEE International Conference on Software Engineering and Service Sciences Icsess. 2025, https://doi.org/10.1109/ICSESS67729.2025.11380807.
  4. Cadelina, P.A.; Go, K.G.; Pepito, G.. Pinoycchio: Unleashing the Power of OpenAI and Ensemble Models for the Detection of Government Related Filipino Fake News. 2024 IEEE 2nd International Conference on Control Electronics and Computer Technology Iccect 2024. 2024, https://doi.org/10.1109/ICCECT60629.2024.10545759.
  5. Cesa, H.A.; Lawsin, J.D.; Chiongbian, C.J.; Zaragoza, M.A.; Pepito, G.; Alvarez, R.. MEMORES: A WEB-BASED INTELLIGENT SCREENING TOOL FOR PREDICTING SOCIAL ANXIETY DISORDER USING A MACHINE LEARNING MODEL. Journal of Engineering Science and Technology. 2023, https://api.elsevier.com/content/abstract/scopus_id/85184582356.
  6. Conag, E.J.T.; Quisel, M.L.S.; Pepito, G.B.. Multiple Convolutional Neural Networks with Stratified K Fold Strategy for ICD Code Classification. Icitda 2023 Proceedings of the 2023 8th International Conference on Information Technology and Digital Applications. 2023, https://doi.org/10.1109/ICITDA60835.2023.10427174.
  7. Lozada, A.J.M.; Monsanto, N.L.; Pepito, G.B.. Comparative Study on Image Filtering for Herbal Plant Identification Using Xception Based Convolutional Neural Network. 2022 International Seminar on Application for Technology of Information and Communication Technology 4 0 for Smart Ecosystem A New Way of Doing Digital Business Isemantic 2022. 2022, https://doi.org/10.1109/iSemantic55962.2022.9920424.
  8. Ceniza, A.M.; Pepito, G.; Caballes, J.A.; Tan, C.C.; Yap, K.A.. Zywie: A Mobile Application on Personal Health and Lifestyle Improvement. International Journal of Computer Theory and Engineering. 2020, https://doi.org/10.7763/IJCTE.2020.V12.1265.

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