Vol. 1 No. 2 (2024): in progress

Articles

• Phishing Website Detection Using Bidirectional Gated Recurrent Unit Model and Feature Selection

  De Rosal Ignatius Moses Setiadi, Suyud Widiono, Achmad Nuruddin Safriandono, Setyo Budi

  75-83

  DOI : https://doi.org/10.62411/faith.2024-15
  

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• An Interpretable Machine Learning Strategy for Antimalarial Drug Discovery with LightGBM and SHAP

  Teuku Rizky Noviandy, Ghalieb Mutig Idroes, Irsan Hardi

  84-95

  DOI : https://doi.org/10.62411/faith.2024-16
  

  • pdf  Views: 82 times |  Download : 53 times

• Optimizing Rice Production Forecasting Through Integrating Multiple Linear Regression with Recursive Feature Elimination

  Joseph Abunimye Ingio, Augustine Shey Nsang, Aamo Iorliam

  96-108

  DOI : https://doi.org/10.62411/faith.2024-17
  

  • pdf  Views: 70 times |  Download : 49 times

• Pilot Study on Enhanced Detection of Cues over Malicious Sites Using Data Balancing on the Random Forest Ensemble

  Margaret Dumebi Okpor, Fidelis Obukohwo Aghware, Maureen Ifeanyi Akazue, Andrew Okonji Eboka, Rita Erhovwo Ako, Arnold Adimabua Ojugo, Christopher Chukwufunaya Odiakaose, Amaka Patience Binitie , Victor Ochuko Geteloma, Patrick Ogholuwarami Ejeh

  109-123

  DOI : https://doi.org/10.62411/faith.2024-14
  

  • pdf  Views: 29 times |  Download : 14 times