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Bandalan, Christine

Laboratory Coordinator

List of publications:

  1. Villanueva, F.C.; Sayson, J.J.C.; Bandalan, C.D.. Modeling and Forecasting Genre Popularity in Spotify Music Through Audio Feature Analysis Using XGBoost and ARIMA Time Series Forecasting. Iccde 2026 2026 12th International Conference on Computing and Data Engineering. 2026, https://doi.org/10.1145/3801839.3801844.
  2. Cuñado, J.T.; Toledo, J.V.V.; Bandalan, C.D.. Fake News Detection in Tagalog: Benchmarking and Ensemble of Compact Transformer Models. Lecture Notes in Networks and Systems. 2026, https://doi.org/10.1007/978-3-032-20897-2_30.
  3. Lopez, R.A.P.; Manatad, E.R.; Bandalan, C.D.. Video-Based Recognition of Filipino Sign Language (FSL) Gestures Using Soft-Voting Ensemble Learning. 2026 5th International Conference on Computing Mathematics and Engineering Technologies AI for Socio Economic Transformation Icomet 2026. 2026, https://doi.org/10.1109/iCoMET69771.2026.11592058.
  4. Pasco, J.; Salde, S.S.; Ompad, G.; Bandalan, C.. Utilizing Deep Learning to Predict the Potency of Beta-Lactamase Inhibitors. 2025 13th International Conference on Bioinformatics and Computational Biology Icbcb 2025. 2025, https://doi.org/10.1109/ICBCB64873.2025.11198104.
  5. Sanchez, B.I.P.; Lagang, F.J.A.; Bandalan, C.D.; Edillo, F.E.; Ompad, G.D.. Spatiotemporal and Causal Analysis of Dengue Transmission in Cebu Province, Philippines. IEEE International Conference on Communication Networks and Satellite Comnetsat. 2025, https://doi.org/10.1109/COMNETSAT68601.2025.11324640.
  6. Chiu, J.P.G.; Sia, K.E.B.; Bandalan, C.D.. Enhancing Cebuano Constituency Parsing: A Stemmer and Syntax Tree Optimization Approach. Proceedings of the 22nd IEEE International Conference on Computer Applications Icca 2025. 2025, https://doi.org/10.1109/ICCA65395.2025.11011162.
  7. Chiang, A.K.A.; Jakosalem, L.R.; Bandalan, C.D.. Cell Identification and Classification of Acute Lymphocytic Leukemia Through Image Processing and YOLOv5. 2025 9th International Conference on Electrical Electronics and Information Engineering Iceeie 2025. 2025, https://doi.org/10.1109/ICEEIE66203.2025.11252010.
  8. Juma-Ang, C.S.; Torre, N.A.; Bandalan, C.. Music Emotion Recognition Using Ensemble Learning. Comnetsat 2024 IEEE International Conference on Communication Networks and Satellite. 2024, https://doi.org/10.1109/COMNETSAT63286.2024.10862710.
  9. Dayata, W.M.A.; Yap, S.Y.C.; Bandalan, C.D.. Automated Blast Cell Detection for Acute Lymphoblastic Leukemia Using a Stacking Ensemble of Convolutional Neural Networks. Proceeding Comnetsat 2023 IEEE International Conference on Communication Networks and Satellite. 2023, https://doi.org/10.1109/COMNETSAT59769.2023.10420732.

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