Vol. 1 No. 2 (2024): September 2024

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
  

  • pdf  Views: 530 times |  Download : 410 times

• 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: 438 times |  Download : 392 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: 245 times |  Download : 255 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: 232 times |  Download : 96 times

• A Reinforcement Learning-Based Approach for Promoting Mental Health Using Multimodal Emotion Recognition

  Amod Pathirana, Dumidu Kasun Rajakaruna, Dharshana Kasthurirathna, Ajantha Atukorale, Rekha Aththidiye, Maheshi Yatipansalawa

  124-142

  DOI : https://doi.org/10.62411/faith.2024-22
  

  • pdf  Views: 709 times |  Download : 477 times

• AI4CRC: A Deep Learning Approach Towards Preventing Colorectal Cancer

  Samuel Fanijo

  143-159

  DOI : https://doi.org/10.62411/faith.2024-28
  

  • pdf  Views: 191 times |  Download : 121 times

• Exploring Machine Learning and Deep Learning Techniques for Occluded Face Recognition: A Comprehensive Survey and Comparative Analysis

  Keny Muhamada, De Rosal Ignatius Moses Setiadi, Usman Sudibyo, Budi Widjajanto, Arnold Adimabua Ojugo

  160-173

  DOI : https://doi.org/10.62411/faith.2024-30
  

  • pdf  Views: 499 times |  Download : 278 times

• A Hybrid Approach for Efficient DDoS Detection in Network Traffic Using CBLOF-Based Feature Engineering and XGBoost

  Zainab Sahib Dhahir

  174-190

  DOI : https://doi.org/10.62411/faith.2024-33
  

  • pdf  Views: 274 times |  Download : 353 times