Vol. 1 (2025)

Research Articles

  • Performance Assessment of K-Nearest Neighbors and Naive Bayes Classifiers in Apple Quality Prediction for Data-Driven Agriculture

    Lykzelle Mae C. Padasas, Jose C. Agoylo Jr., Efren I. Balaba, Jimson A. Olaybar
    1–9
    DOI: https://doi.org/10.68163/ics.2025.25

  • EduForecast: A Comparative AI Model for Predicting Global Education Performance through XGBoost and Random Forest Intelligence

    Jose C. Agoylo Jr., Lykzelle Mae C. Padasas, Gardenia B. Concillo, Jimson A. Olaybar, Alex C. Bacalla
    19–25
    DOI: https://doi.org/10.68163/ics.2025.40

  • Gradient-Boosted Machine Learning Models for Tree Volume Estimation Using Forest Health Indicators

    Melca M. Abogado, Jose C. Agoylo Jr., Rolly S. Acaso, Jimson A. Olaybar, Jorton A. Tagud, Alex C. Bacalla
    26–33
    DOI: https://doi.org/10.68163/ics.2025.41

Systematic Review

  • Impact of Fixed-Point Weight Quantization Bit-Width on MNIST Classification Accuracy

    Ali Siddique
    10–14
    DOI: https://doi.org/10.68163/ics.2025.38

  • A Comparative Analysis of Dijkstra, Bellman-Ford and AODV Algorithms with Applications in Modern Navigation Systems

    Huzaima Farooq
    15–18
    DOI: https://doi.org/10.68163/ics.2025.39