Theses/Dissertations from 2020
Mariano Marcos State University IT-Assets Management System, Bobby Abuy Eclarin
Theses/Dissertations from 2019
Single-fusion detector: Towards faster multi-scale object detection, Arren Matthew C. Antioquia
Cloud computing adoption determinants in a financial institution in the Philippines, George Paolo L. Flores
Roadside air quality estimation system using vehicular traffic and meteorological conditions, Mary Grace B. Malana
Emotion reflective entity (EREN): Teaching emotional intelligence to children through storytelling with a conversational agent, Kyle-Althea Francesca Anne M. Santos
Layout and context understanding for image synthesis with scene graphs, Arces A. Talavera
Life event classification of Facebook posts augmented by their relationships, Robee Khyra Mae J. Te
Extracting and encoding event sequences for use in recurrent neural networks, Winfred Louie D. Villaluna
Enabling control over strokes and pattern density of style transfer using covariance matrices, John Jethro C. Virtusio
Theses/Dissertations from 2018
Using personality parameters in simulating dialogue text for converstional agents, Roscoe Nealle Chua Alicbusan
Detecting DDoS attacks using a hybrid model, Jedidiah Caychingco
Towards a conversational agent for story reading, Lynette Danielle Ko Chan
Automatically recognizing humor in memes, Jan Kristoffer Y. Cheng
Enterprise architecture roadmap for the IT support of academic institutions with TOGAF as a framework, Ma. Eliza Jijeth V. Dela Cruz
Determining intent of conversations through machine learning, Gabriel V. Del Mundo
Towards photorealistic rendering for mixed reality on mobile devices, Christian Terrence B. Esguerra
Information system strategic plan of Sorsogon State College, Ruel G. Grafia
Automatic calibration and speed estimation on multi-directional vehicle flow, Chester Paul Ibarrientos
Document classification of Filipino online scam incident text using data mining techniques, Eddie Bouy B. Palad
Child detection in videos using age estimation and convolutional neural networks, David John Ricafort
Discovering guidelines from short text, Darren Karl A. Sapalo
Blockchain-based approach for tracking the state of client's personal information for data transparency and accountability in relation with Data Privacy Act of 2012 (DPA): Compliance of a savings bank, Louise Genevieve B. So
Big data analytics framework for decision making in disaster critical preparedness management, Fortunato C. Sta. Rita Jr.
Recognizing self-stimulatory behavior using spatio-temporal convolutional neural network, Edwill Dave Ng Tan
Estimating software projects’ effort, time, and cost using function point analysis and analogy-based effort estimation, John Byron D. Tuazon
A framework on predicting network based IDS alerts, Oliver Bob I. Urag
Tracking human mobility using Twitter through natural language processing techniques, Andrea Nicole O. Ver
Theses/Dissertations from 2017
Recognizing product emotions using deep learning for subtle expression recognition, Renz Paolo M. Abergos
Story summarization using a story world graph, Bianca Trish Adolfo
Resource requirement data model for basic public schools in the Philippines, Mary Rose Erika M. Barja
Modelling maternal health data in the Philippines using machine learning, Kevin Matthe M. Caramancion
Towards principles of sound combination in audio games using machine learning, Ralph Regan Choa
Implementing a gesture-based matchmaking system in an audio exercise game, Ian Lazaruz Cruz
An empirical comparative analysis of clustering algorithms for big data applications, Duke Danielle T. Delos Santos
Capability roadmap as an enterprise architecture work for the Information Technology Services Office of De La Salle University-Manila, Emmanuel S. Iluzada
Recognizing reader's affect using EEG data, Kristine Ma. Dominique F. Kalaw
Utilizing contextual information from Tweets as parameters for community detection input graphs, Alron Jan Lam
Prediction of disease-disease associations based on relation extraction from biomedical journals using support vector machines, Andrew V. Laron
Monitoring dengue using Twitter and deep learning techniques: Its correlation with Department of Health data using infoveillance supply-based methods, Evan Dennison S. Livelo
A spell checker for a low-resourced and morphologically rich language, Manolito V. Octaviano Jr.
Facial expression recognition in Filipino sign language, Joanna Pauline C. Rivera
Modeling personality traits of Filipino twitter users based on linguistic markers, Edward P. Tighe
Exploring voxel-based morphological operators for automatic Lego model construction, Jennifer C. Ureta
Framework to apply risk-based approach to Identity and Access Management (IAM) to address negligent insider in the BPO, Merrynol Libunao Vasquez
Theses/Dissertations from 2016
Utilizing event conditions in improving generated story aesthetics, Karl Stephan G. Benavidez
Recognizing affect based on body movement and contextual information, Earl Arvin A. Calapatia
A corpus based-Filipino grammar checker using hybrid N-gram rules from grammatically-correct terms, Matthew Phillip Go
ETL-based framework for organizing data on maternal and child mortality and related indicators, Elmer B. Gomez
Classifying skin lesion images into primary morphologies, Jules Matthew A. Macatangay
The use of trajectory analysis on a structured SOM for behavior analysis, Christelle Mae O. Sanhi
Theses/Dissertations from 2015
Human capacity organizational roadmap for e-government interoperability, Pierre Pauline R. Abesamis
Analyzing Filipino editorials through information extraction and sentiment analysis, Bernadyn Reyes Cagampan
A statistical feature extraction tool for mining short text data, Oliver Isaac L. Chan
MIS framework on open government data for local government units in maternal health and child care in the Philippines, Michelle Renee Domingo Ching
Modeling activities of self regulated learners as contextualized action sequences, Jordan Aiko Patio Deja
Unsupervised habitual activity detection in accelerometer data, Carolyn C. Domingo
WSAN: Data collection and actuation protocol with prioritization through class of service, Fritz Kevin Salvador Flores
Business visualization framework for central banking monetary and stability, Christine Diane Lim
Multimodal AI adaptability on an audio exercise game for the visually impaired, Enrique Sebastian A. Malonzo
An investigation on a multi-fear recognition model using facial features and survival horror games, Joaquin Angelo P. Nacpil
Sarcasm recognition in speech using a real-time approach, Ramon Gabriel Pascual
A machine learning model for automated forecasting of large-value payment system transactions, Patrick Joseph M. Sadornas
Theses/Dissertations from 2014
Using self-organizing maps and regression to solve the acoustic-to-articulatory Inversion as input to a visual articulatory feedback system, Natalie S. Agustin
Music recommendation model based on user listening behavior and utility based preference scoring, Arturo P. Caronongan III
Combining existing methods for an applied textual entailment search in the christian bible, Kenston Choi
Detecting trends in product consumer preference using sentiment visualization, Tommy Chua
Rating movies using an arousal model, Tan Daniel Stanley
Supporting novice programmers through meaningful feedback from a pedagogical programming environment implementing a case-based reasoning approach, Ryan Samuel Dimaunahan
Modeling physiological effects of linalool and linalyl acetate-based odorants on stress levels of college faculty members, John Raymond C. Lim
Using machine learning for automated role identification in cyberbullying, Louie Anson Ng
Using machine learning to detect pedestrian locomotion from sensor-based data, Courtney Anne M. Ngo
Statistics-based rule generation for Filipino style and grammar checking, Nathaniel A. Oco
A polyalgorithm for polynomial GCD computation involving matrices, Nonna J. Parrilla
Building an English-Tagalog tourism corpus and lexicon for a statistical machine translation system, Charmaine S. Ponay
Modeling blended emotions in spontaneous Filipino laughter through facial expression analysis, Katrina Ysabel Solomon
Using unsupervised techniques and manual analysis: A framework for discovering themes from social media posts, Leif Romeritch L. Syliongka
Building a sentiment corpus using a gamified framework, Thomas James. Tiam-Lee
Theses/Dissertations from 2013
Community informatics framework for the localization of Maternal Health and Childcare (MHCC) in the rural communities, Sarah Angeles
Comparison of keywork-based learning algorithm vs. existing summarizers for web articles, Juan Paolo Santos Balbin
Impact assessment of information technology systems implemented by Land Bank of the Philippines, Divina Gracita Realina Balgomera
Building a Filipino polarity lexicon from a sentence-level annotated dataset using various statistical measures, Justin L. Co
Creating realistic laughter through facial expressions for affective embodied conversational agents, Richard Thomas Cruz
Evaluating e-government initiatives in MLGUs: The case of the municipality of Marilao, Bulacan, Merizagail G. Dumlao
Using self-organizing maps to cluster music files based on lyrics and audio features, Calvin Enriquez
Advanced data aggregation techniques on Wireless Sensor Networks (WSNs) a simulation of monitoring railway structures in Metro Manila, Jim Paul Bungque Garcia
Green ICT policy framework for outsourcing organizations in the Philippines, Allan Ralph Espino Japzon
Cloud computing adoption among Philippine SMEs: Determinants and implications for promoting ICT as an enabler, Tiffany Kai T. King
Visualization and analysis of document clusters produced by self-organizing maps, Maynard R. Landrito
Picture books mark-up language for story narration, Louis Patrice Robillo Lu
Multimodal detection of stress levels that increase academic performance, Charlene Frances Santos Ngo
Data collection protocol for wireless sensor network-based home automation, Arlyn Verina Lao Ong
MIS policy framework and roadmap for the transformation of local ITO organizations to KIBS firms, Tiffany G. Padilla
Building a subjectivity lexicon for Filipino, Ralph Vincent J. Regalado
Automatic extraction of conceptual relations from children's stories, Briane Paul V. Samson
Real-time multimodal affect recognition in laughter episodes, Jose Miguel Santos
Neural network-based keyword extraction using word frequency, position, usage and format features, Juan Paolo Tensuan
Determining music features that have an effect on stress levels based on physiological signals, Gemilene C. Uy
Theses/Dissertations from 2012
Enhancing event-based semantics in the ontology of picture books 2, Karen S. Ang
Real time academic emotion recognition using body gestures, Oi Hing Cheung
Genuine product appreciation using automated facial expression recognition, Edward Philippe H. Choi
