Vol. 1 No. 4 (2025): March 2025

Articles

• Enhancing Hybrid Course Recommendation with Weighted Voting Ensemble Learning

  Kyawt Kyawt San, Hlaing Hlaing Win, Khin Ei Ei Chaw

  337-347

  DOI : https://doi.org/10.62411/faith.3048-3719-55
  

  • pdf  Views: 200 times |  Download : 141 times

• The AI and Quantum Era: Transforming Project Management Practices

  Ali Aliyev

  348-370

  DOI : https://doi.org/10.62411/faith.3048-3719-59
  

  • pdf  Views: 301 times |  Download : 197 times

• Comprehensive Exploration of Ensemble Machine Learning Techniques for IoT Cybersecurity Across Multi-Class and Binary Classification Tasks

  Aziz Çetin, Sıtkı Öztürk

  371-384

  DOI : https://doi.org/10.62411/faith.3048-3719-51
  

  • pdf  Views: 291 times |  Download : 260 times

• High-Performance Face Spoofing Detection using Feature Fusion of FaceNet and Tuned DenseNet201

  Leygian Reyhan Zuama, De Rosal Ignatius Moses Setiadi, Ajib Susanto, Stefanus Santosa, Hong-Seng Gan, Arnold Adimabua Ojugo

  385-400

  DOI : https://doi.org/10.62411/faith.3048-3719-62
  

  • pdf  Views: 170 times |  Download : 122 times

• OMIC: A Bagging-Based Ensemble Learning Framework for Large-Scale IoT Intrusion Detection

  Jean Pierre Ntayagabiri, Youssef Bentaleb, Jeremie Ndikumagenge, Hind El Makhtoum

  401-416

  DOI : https://doi.org/10.62411/faith.3048-3719-63
  

  • pdf  Views: 111 times |  Download : 102 times

• BERTPHIURL: A Teacher-Student Learning Approach Using DistilRoBERTa and RoBERTa for Detecting Phishing Cyber URLs

  Payman Hussein Hussan, Syefy Mohammed Mangj

  417-428

  DOI : https://doi.org/10.62411/faith.3048-3719-71
  

  • pdf  Views: 199 times |  Download : 97 times

• Leveraging GANs for Synthetic Data Generation to Improve Intrusion Detection Systems

  Md. Abdur Rahman, Guillermo A. Francia, Hossain Shahriar

  429-439

  DOI : https://doi.org/10.62411/faith.3048-3719-52
  

  • pdf  Views: 239 times |  Download : 137 times

• Exploring Explainability in Multi-Category Electronic Markets: A Comparison of Machine Learning and Deep Learning Approaches

  Suleiman Adamu, Aamo Iorliam, Özcan Asilkan

  440-454

  DOI : https://doi.org/10.62411/faith.3048-3719-58
  

  • pdf  Views: 84 times |  Download : 49 times

• Using Causal Graph Model variable selection for BERT models Prediction of Patient Survival in a Clinical Text Discharge Dataset

  Omachi Okolo, B. Y. Baha, M.D. Philemon

  455-473

  DOI : https://doi.org/10.62411/faith.3048-3719-61
  

  • pdf  Views: 66 times |  Download : 44 times

• Mapping Unseen Connections: Graph Clustering to Expose User Interaction Patterns

  Haroon Ahmad, Muhammad Sajid, Faheem Mazhar, Muhammad Fuzail

  474-496

  DOI : https://doi.org/10.62411/faith.3048-3719-77
  

  • pdf  Views: 51 times |  Download : 39 times