Jurnal

Publikasi ilmiah dan artikel jurnal.

  1. Machine Learning

    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. Machine Learning

    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. Deep Learning

    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. Machine Learning

    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