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Angie M. Ceniza-Canillo

Ceniza-Canillo, Angie M.

Associate Professor
Chair

amceniza@usc.edu.ph

Degrees

B.S. Information Technology, STI College-Ormoc, 2009
Master in Information Technology, University of San Jose-Recoletos, 2012
Ph.D. Technology Management, Cebu Technological University, 2017

Research Interests:

Natural language processing, educational data mining, sentiment analysis

List of publications:

  1. Yumen, N.M.; Ceniza-Canillo, A.M.. IMPLEMENTING SUPPORT VECTOR MACHINES IN TEACHING EFFECTIVENESS EVALUATION SYSTEMS FOR DATA-DRIVEN CLASSIFICATION AND ASSESSMENT. International Journal of Computer Information Systems and Industrial Management Applications. 2026, https://doi.org/10.70917/ijcisim-2026-2182.
  2. Ali, M.F.; Ceniza-Canillo, A.M.. Multi-Agent Reinforcement Learning for Dynamic Software Development Methodology Selection: A Stakeholder-Aware Approach. Icit 2025 Proceedings of the 13th International Conference on Information Technology Iot and Smart City. 2026, https://doi.org/10.1145/3787330.3787358.
  3. Ali, M.F.; Ceniza-Canillo, A.M.. A Knowledge-Based Expert System for Software Methodology Selection using MCDM and Flow Entropy Sort Powered by Large Language Model. Icit 2025 Proceedings of the 13th International Conference on Information Technology Iot and Smart City. 2026, https://doi.org/10.1145/3787330.3787352.
  4. Pedrano, J.F.M.; Gobui, R.M.M.; Ceniza-Canillo, A.M.. Development of a Deep Learning Model for Stroke Risk Assessment. Lecture Notes in Networks and Systems. 2026, https://doi.org/10.1007/978-3-032-20749-4_9.
  5. Yu, Y.; Ceniza-Canillo, A.; Sebial, A.. Design of Helmet Wearing Detection System Based on Cloud Edge Collaboration Technology. Lecture Notes in Electrical Engineering. 2025, https://doi.org/10.1007/978-981-96-2767-7_3.
  6. Ipong, P.A.; Kiskis, M.M.; Ceniza-Canillo, A.. Morphometric Analysis of Milkfish (Chanos chanos) Using Image Processing and Ensemble Learning. Proceeding 2025 IEEE Ocean Engineering Technology and Innovation Conference Management and Conservation for Sustainable and Resilient Marine and Coastal Resources Oetic 2025. 2025, https://doi.org/10.1109/OETIC67587.2025.11512789.
  7. Alcisto, T.J.B.; Perez, W.C.A.; Ceniza-Canillo, A.M.. Bird Sound Classification Using Two-Channel Markov Transition Field Transformation Images and Convolutional Neural Networks. Proceedings Icaifi 2025 International Conference on Artificial Intelligence S Future Implementations Artificial Intelligence Empowering Intelligence Enhancing Lives. 2025, https://doi.org/10.1109/ICAIFI66942.2025.11325882.
  8. Amora, J.A.L.; Manalili, A.P.C.; Ceniza-Canillo, A.M.. Food Recognition And Recipe Recommendation For Cebuano Cuisine Using An Ensemble Of Modified CNN And Web Scraping. Comnetsat 2024 IEEE International Conference on Communication Networks and Satellite. 2024, https://doi.org/10.1109/COMNETSAT63286.2024.10862141.
  9. Curativo, E.J.; Sagun, N.C.; Ceniza-Canillo, A.. SOGIE Bill Discourse Analysis Using Latent Dirichlet Allocation, Nonnegative Matrix Factorization, BERTopic, and Latent Semantic Analysis. Comnetsat 2024 IEEE International Conference on Communication Networks and Satellite. 2024, https://doi.org/10.1109/COMNETSAT63286.2024.10862424.
  10. Tetteh, A.; Archival, S.J.; Ceniza-Canillo, A.M.. A Comprehensive Review of Security Threats and Malicious Node Detection in Opportunistic IoT Environments. 2024 IEEE Region 10 Symposium Tensymp 2024. 2024, https://doi.org/10.1109/TENSYMP61132.2024.10752212.
  11. Reponte, R.J.G.; Rodriguez, J.C.; Ompad, G.D.; Ceniza-Canillo, A.M.. Multi-Network Based Approach for Drug Repurposing. Comnetsat 2024 IEEE International Conference on Communication Networks and Satellite. 2024, https://doi.org/10.1109/COMNETSAT63286.2024.10862464.
  12. Antepuesto, E.; Gallego, S.K.; Ompad, G.D.; Ceniza, A.. Investigating Causal Relationships Between Inflation News Among Other News Topics In Philippine News Media Using Granger Causality. Comnetsat 2024 IEEE International Conference on Communication Networks and Satellite. 2024, https://doi.org/10.1109/COMNETSAT63286.2024.10862725.
  13. Woogue, I.R.P.; Izumi, S.; Ceniza-Canillo, A.M.. Predictive Analysis on the Price of Dogecoin Using Tweet Sentiments and Volume of Tweets with LSTM. Proceeding Comnetsat 2023 IEEE International Conference on Communication Networks and Satellite. 2023, https://doi.org/10.1109/COMNETSAT59769.2023.10420551.
  14. Labana, H.R.B.; Valeros, M.N.; Ceniza-Canillo, A.M.. Coronary Heart Disease Prediction Through Machine Learning Using Non-Laboratory Risk Factors. Proceeding Comnetsat 2023 IEEE International Conference on Communication Networks and Satellite. 2023, https://doi.org/10.1109/COMNETSAT59769.2023.10420533.
  15. Ranolo, E.; Sebial, A.; Ilano, A.; Canillo, A.C.. Image Detection of Seaweed, Seagrass, and Coral in Coastal and Underwater Marine Ecosystems. 2023 International Conference on Advanced Mechatronics Intelligent Manufacture and Industrial Automation Icamimia 2023 Proceedings. 2023, https://doi.org/10.1109/ICAMIMIA60881.2023.10427633.
  16. Ranolo, E.; Sebial, A.; Ilano, A.; Canillo, A.C.. Seagrass Blurred Image Enhancement and Detection using YOLO and CLAHE Algorithms Performance Comparison. 2023 International Conference on Evolutionary Algorithms and Soft Computing Techniques Easct 2023. 2023, https://doi.org/10.1109/EASCT59475.2023.10393080.
  17. Himang, M.M.; Himang, C.M.; Ceniza, A.M.; Ocampo, L.. Using an extended technology acceptance model for online strategic video games: A case of multiplayer online battle arena (MOBA). Research Anthology on Game Design Development Usage and Social Impact. 2022, https://doi.org/10.4018/978-1-6684-7589-8.ch039.
  18. Oquias, M.A.L.; Ceniza-Canillo, A.M.; Acharon, R.N.D.I.. An Identification and Analysis of Fake News about COVID-19 Vaccines in the Philippines by Using a Classification Model. Proceedings of the 2022 IEEE 7th International Conference on Information Technology and Digital Applications Icitda 2022. 2022, https://doi.org/10.1109/ICITDA55840.2022.9971325.
  19. Daculan, M.D.; Tan, A.J.O.; Ceniza-Canillo, A.M.. The Development and Assessment of Pattern Matching Algorithms Used by ZEE: A Filipino Sign Language (FSL) Dictionary and English-Learning App. Paclic Pacific Asia Conference on Language Information and Computation. 2022, https://api.elsevier.com/content/abstract/scopus_id/105037911876.
  20. Sagarino, V.M.C.; Montejo, J.I.M.; Ceniza-Canillo, A.M.. Sentiment Analysis of Product Reviews as Customer Recommendations in Shopee Philippines Using Hybrid Approach. Proceedings of the 2022 IEEE 7th International Conference on Information Technology and Digital Applications Icitda 2022. 2022, https://doi.org/10.1109/ICITDA55840.2022.9971379.
  21. Himang, M.M.; Himang, C.M.; Ceniza, A.M.; Ocampo, L.. Using an extended technology acceptance model for online strategic video games: a case of Multiplayer online Battle Arena (MoBA). International Journal of Technology and Human Interaction. 2021, https://doi.org/10.4018/IJTHI.2021010103.
  22. Dakay, I.T.; Canillo, A.C.; Ferolin, R.J.. Improving Integration of Databases and Data Sets Supporting Quality Management in a Higher Education Institution: A Project Post Mortem Analysis. Proceedings 2021 1st International Conference in Information and Computing Research Icore 2021. 2021, https://doi.org/10.1109/iCORE54267.2021.00052.
  23. Cadiz, J.V.; Mariscal, N.A.M.; Ceniza-Canillo, A.M.. An Empirical Analysis Of Using Blockchain Technology In E-Voting Systems. Proceedings 2021 1st International Conference in Information and Computing Research Icore 2021. 2021, https://doi.org/10.1109/iCORE54267.2021.00033.
  24. 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.
  25. Roxas, R.; Ceniza-Canillo, A.; Oco, N.; Cajote, R.. Message of the Organizers. 2019 22nd Conference of the Oriental Cocosda International Committee for the Co Ordination and Standardisation of Speech Databases and Assessment Techniques O Cocosda 2019. 2019, https://doi.org/10.1109/O-COCOSDA46868.2019.9050341.

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