Jurnal

Publikasi ilmiah dan artikel jurnal.

  1. Comparative Analysis of Linear Regression, Decision Tree, and Gradient Boosting Models for Predicting Drug Corrosion Inhibition Efficiency Using QSAR Descriptors

    Darnell Ignasius; Muhamad Akrom; Setyo Budi

    Faktor Exacta, 2024

    DOI: http://dx.doi.org/10.30998/faktorexacta.v17i3.24679

  2. Comparative Evaluation of Machine Learning Algorithms with Data Balancing Approach and Hyperparameter Tuning in Predicting Thyroid Disorder Recurrence

    Darnell Ignasius; Rhyan David Levandra; Ramadhan Rakhmat Sani; Ika Novita Dewi

    Jurnal Masyarakat Informatika, 2025

    DOI: https://doi.org/10.14710/jmasif.16.2.75073

  3. Medical Named Entity Recognition from Indonesian Health-News using BiLSTM-CRF with Static and Contextual Embeddings

    Darnell Ignasius; Ika Novita Dewi; Maria Bernadette Chayeenee Norman; Ramadhan Rakhmat Sani

    Journal of Applied Informatics and Computing, 2025

    DOI: https://doi.org/10.30871/jaic.v9i6.11574

  4. Gaussian Mixture-Based Data Augmentation Improves QSAR Prediction of Corrosion Inhibition Efficiency

    Darnell Ignasius; Muhamad Akrom; Setyo Budi

    Journal of Applied Informatics and Computing, 2025

    DOI: https://doi.org/10.30871/jaic.v9i5.10895