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Cristina E. Dumdumaya

Observed names: Cristina E. Dumdumaya, Cristina Dumdumaya, Cristina E Dumdumaya, Cristina Enriquez Dumdumaya, Dumdumaya Cristina
ORCID: 0000-0003-2148-5003
Observed ORCID: 0000-0003-2148-5003
OpenAlex ID: A5088218102
Liveness Detection Based on Improved Convolutional Neural Network for Face Recognition Security
2022 · Yang Wei, Ivy Kim D. Machica, et al. · International Journal of Emerging Technology and Advanced Engineering · 25
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Determination of future land use changes using remote sensing imagery and artificial neural network algorithm: A case study of Davao City, Philippines
2023 · Cristina E. Dumdumaya, Jonathan Salar Cabrera · Artificial Intelligence in Geosciences · 22
Modeling Student Persistence in a Learning-By-Teaching Environment
2018 · Cristina E. Dumdumaya · ACM Conference on User Modeling, Adaptation and Personalization (UMAP) · 9
Identifying Students' Persistence Profiles in Problem Solving Task
2018 · Cristina E. Dumdumaya, Michelle P. Banawan, et al. · ACM Conference on User Modeling, Adaptation and Personalization (UMAP) · 8
Proficiency and Preference Using Local Language with a Teachable Agent
2017 · Amy Ogan, Evelyn Yarzebinski, et al. · Lecture notes in computer science · 8
Reinforcing Learning Management System With OBE-Based Learning Analytics and RIASEC Integration
2024 · Somerset Elcid R. Siang, Ariel Roy L. Reyes, et al. · TEM Journal · 6
Predicting Task Persistence within a Learning-by-Teaching Environment
2018 · Cristina E. Dumdumaya, Ma. Mercedes T. Rodrigo · International Conference on Computers in Education · 6
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Hybrid Structure Query Language Injection (SQLi) Detection Using Deep Q-Networks: A Reinforcement Machine Learning Model
2025 · Carlo Jude P. Abuda, Cristina E. Dumdumaya · International Journal of Advanced Computer Science and Applications · 5
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Text Similarity Based on Siamese Multi-Output Bidirectional Long Short-Term Memory
2024 · Zhengfang He, Cristina E. Dumdumaya · 4
A Neural Network Framework for SQL Injection Detection Using TF-IDF Vectorization with Visual Reinforcement Learning Interpretation
2026 · Carlo Jude P. Abuda, Kent Claire Apple Joy M. Pallomina, et al. · International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) · 2
A Multi-Vector Framework for Injection Attack Detection Using NLP Lexical–Semantic Fusion with Reinforcement Learning DQN–Based Calibration
2026 · Carlo Jude P. Abuda, Cristina E. Dumdumaya · International Journal of Advanced Computer Science and Applications · 2
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Enhancing Scholarship Allocation Through Machine Learning: A Review of Models and Techniques
2025 · Alvin T. Remolado, Cristina E. Dumdumaya · IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream) · 2
Regional Cultural Differences in How Students Customize Their Avatars in Technology-Enhanced Learning
2017 · Evelyn Yarzebinski, Cristina Dumdumaya, et al. · Lecture notes in computer science · 2
Predicting Student Performance in the Introductory Programming Course using Ensemble Methods
2025 · Melanie M. Reynoso, El Jireh P. Bibangco, et al. · International Conference on Information Technology and Digital Applications (ICITDA) · 1
Correlating Cognitive Abilities with Programming Proficiency: A Basis for Optimized Sectioning in Educational Settings
2025 · Glende P. Brazil, Cristina E. Dumdumaya · IEEE International Conference on Emerging Trends in Engineering and Computing (ETECOM) · 1
Recognition of Bird Species of Gaoligong Mountain using Transfer Learning Based on VGG-16
2024 · Wei Yang, Dumdumaya Cristina · International Conference on Neural Networks, Information and Communication Engineering (NNICE) · 1
Dynamic Domain ID Based on DDS for AIoT
2023 · Weibin Su, Ivy Kim D Machica, et al. · International Conference on Advances in Artificial Intelligence and Applications (AAIA) · 1
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SentinelGuard-AI: Multi-Type Attack Detection Framework using Natural Language Processing (NLP) and Deep Q-networks Reinforcement Learning (DQN-RL)
2026 · Carlo Jude P. Abuda, Kent Claire Apple Joy M. Pallomina, et al. · International Conference on Vocational Education and Electrical Engineering (ICVEE)
SWOT-TOWS analysis of an electronic health referral system: basis for development strategy
2026 · Emmanuel Carlos Navarro, Cristina Enriquez Dumdumaya · International Journal of Advances in Applied Sciences
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Geospatial Data Visualization of Marine Plastic in Davao Gulf Using Python-Data Driven OpenDrift Modeling
2026 · Jonathan S. Cabrera, Wilkin Simo, et al. · Mindanao Journal of Science and Technology
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Tausal Graft Algorithm: Heightening Local Interpretability in Random Forest via Branch Aggregation
2026 · Allan C. Tagle, Jeff Ronyl R. Pausal, et al. · SSRN Electronic Journal
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Computational Approach to Engagement Analysis in Learning Management Systems: Optimizing User Interactions with XGBoost Algorithm
2025 · Virginia B. Verdun, Cristina E. Dumdumaya · IEEE International Conference on Emerging Trends in Engineering and Computing (ETECOM)
A Comparative Study of Machine Learning Models for Enrollment Prediction in Higher Education Institutions
2025 · Marlon Juhn M. Timogan, Cristina E. Dumdumaya · International Conference on Data Analytics for Business and Industry (ICDABI)
Exploring Active Learning for Student Behavior Classification
2019 · Cristina E. Dumdumaya, Yance Vance M. Paredes, et al. · International Conference on Information and Education Technology (ICIET)
Investigating the Effects of Cognitive and Metacognitive Scaffolding on Learners using a Learning by Teaching Environment
2017 · Cristina E. Dumdumaya, Michelle Banawan, et al. · International Conference on Computers in Education
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Works count: 25
Citation count: 105
H-index: 6
I10-index: 2
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