Theses/Dissertations from 2025
TaG-GEC: A Supervised Formality Style Transfer Framework via Tag and Generate with Grammar Error Correction, Paolo Edni V. Espiritu
Theses/Dissertations from 2024
Interpretability Guided Continual Learning Object Detector, Carlo Migel Bautista
Exploring protein language models for phage-host interaction prediction, Mark Edward Gonzales
Dataset Curator Model for Improving Classification task Capabilities of Large Language Models, Hans Oswald A. Ibrahim
Exploring Text Style Transfer for Formalizing Filipino Text, Kenneth Uriel Loquinte
FilQuAD: A Filipino question answering dataset for machine reading comprehension, Gabriel Joseph T. Pua
Classifying Academic Emotions Using Changes in Facial Landmark Points over Time, Pauline Marie H. Resurreccion
Theses/Dissertations from 2023
Performance of various protein representations for predicting phage host interaction, Franz Stewart Dizon
Filipino and Bisaya ASR System Using TDNN-HMM Towards Application in a Healthcare Chatbot, John Andrew Ing
A Generative Approach to Full Sequence Synthetic Micro-Expressions Using the Neutral Expression, Stanley Lawrence Sie
Theses/Dissertations from 2022
Self-organizing cooperative neural network experts, Abien Fred Agarap
Development of low-cost wireless time-synchronized sensor network prototype for structural health monitoring, Hiroki M. Asaba
Structured drum track generation using long short-term memory networks, Miguel Lazaro R. Baarde
VHope: An empathetic virtual hope chatbot using neural conversational model for students mental well-being, Jackylyn Beredo
Exploring clustering of Philippine languages in multilingual neural machine translation, Jeremy Dale O. Coronia
A comparative analysis of audio fingerprinting techniques as applied to modified content-based audio identification, Daniel Philippe F. Lachica
Incorporating Driving Suitability When Generating Routes for Driving Navigation, Marc Anthony Obaldo
A Bisaya language model for a neural-network based sentiment analyzer, Eric P. Ortega
Comparison of different algorithms and processing techniques for time series classification of academic emotions using EEG data, Juan Francesco C. Salceda
DNA-protein quasi-mapping for differential gene expression analysis in non-model organisms, Kyle Christian Ramon L. Santiago
Exploring the use of pre-trained transformer-based models and semi-supervised learning to build training sets for text classification, Gian Marco I. Te
Predicting real estate prices from urban vitality, Czeritonnie Gail V. Ya-On
Theses/Dissertations from 2021
Bridging Philippine languages with multilingual neural machine translation, Renz Iver D. Baliber
Content-aware vision-based vehicle tracking for frame-skipped videos, Jonathan Paul C. Cempron
Ad hoc routing and time synchronization protocol for data collection on wireless sensor networks, Kimberly Jane Y. Co
Investigating the interaction between crowd dynamics and train operations through agent-based modeling, Alexczar Dela Torre
A generative A.I. technique for structure and texture transfer in furniture design, Rgee Wharlo Gallega
Exploring hybrid linguistic feature sets to measure filipino text readability, Joseph Marvin R. Imperial
Integrity monitoring of vertical and horizontal structures via visualization and statistical inspection of a mesh sensor network, Ervin Lester Lu
An agent-based modeling approach for football performance analysis, Troy Michael S. Mirafuentes
Design of a game-based intelligent learning environment to remediate fraction addition/subtraction misconceptions through bar models and misconception-eliciting problems, Jarl Brent Obedoza
Modeling wireflow patterns of mobile application, Steven Marcus B. Ramos
A multimodal approach to automatic personality recognition on Filipino social media data, Alfonso C. Secuya
Calculating distances between Windows malware using siamese neural network embeddings, Marc Oliver Tan Sison
A hybrid approach in analyzing filipino morphology, Arian N. Yambao
