Vol. 3 No. 2 (2026): September 2026

Articles

• Hourly UV Index Forecasting Across Climatic Zones in Sri Lanka: A Residual-Correction Hybrid Machine Learning and Deep Learning Approach

  Hiruni Navodya Kudagama (University of Colombo, LK)

  Samantha Mathara Arachchi (University of Colombo, LK)

  K. G. Amidu Yohan (University of Colombo, LK)

  C. L. I. S. Fonseka (University of Colombo, LK)

  234-256

  DOI : https://doi.org/10.62411/faith.3048-3719-372
  

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• Binary Firefly Algorithm-Based Optimization of TabNet and DNN Models for Customer Churn Prediction

  Philip O. Odion (Nigerian Defence Academy, NG)

  Maaruf M. Lawal (Ahmadu Bello University, NG)

  Sonia S. Joshua (Kaduna State College of Education Gidan Waya, NG)

  Abdulrashid Abdulrauf (Federal Polytechnic Kaltungo, NG)

  257-274

  DOI : https://doi.org/10.62411/faith.3048-3719-376
  

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• Protocol Weakness-Aware CNN-BiLSTM-Transformer Adaptive Fusion Network with Early-Risk and Uncertainty-Aware IoT Cyberattack Detection

  Atheer Alaa Hammad (Shivaji University, IN)

  Kavita S. Oza (Shivaji University, IN)

  275-302

  DOI : https://doi.org/10.62411/faith.3048-3719-384
  

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• Domain-Driven Feature Engineering and Optimized Stacking Ensemble Learning for Used Car Price Prediction

  Dhani Ian Maulana (Universitas Dian Nuswantoro, ID)

  De Rosal Ignatius Moses Setiadi (Universitas Dian Nuswantoro, ID)

  Yew Kee Wong (Hong Kong Chu Hai College, HK)

  Zahir Edrees (International Science and Technology University, PL)

  303-327

  DOI : https://doi.org/10.62411/faith.3048-3719-326
  

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• Hypothesizing Objectives and Intents of an Artificial Super Intelligence: The Case for the Anti-Entropy Drive

  Craig Ramlal (The University of the West Indies, TT)

  Chris Maharaj (The University of the West Indies, TT)

  328-341

  DOI : https://doi.org/10.62411/faith.3048-3719-401
  

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• A Hybrid Spatio-Temporal Transformer-LSTM Network for Explainable Crop Yield Prediction Using Multi-Source Remote Sensing in Arid African Regions

  Johnson Bisi Oluwagbemi (McPherson University, NG)

  Olabisi Josh-Falade (McPherson University, NG)

  Ayokunle John Tadema (McPherson University, NG)

  Ayobami Emmanuel Mesioye (McPherson University, NG)

  342-365

  DOI : https://doi.org/10.62411/faith.3048-3719-408
  

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• M2V-SnakeNet: Multi-View Learning with Frozen DINOv2 for Snake Species and Venom Classification

  Hamza Maqsood Khan (University of Engineering and Technology, PK)

  Wakeel Ahmad (University of Engineering and Technology, PK)

  Syed M. Adnan (University of Engineering and Technology, PK)

  366-386

  DOI : https://doi.org/10.62411/faith.3048-3719-431
  

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• Context-Aware Fake News Classification with BERT-LSTM and Bahdanau Attention

  Loreta Katok Tohomdet (Airforce Institute of Technology, NG)

  Maryam Sufiyanu Masari (Airforce Institute of Technology, NG)

  Aisha Tijjani Ramalan (Airforce Institute of Technology, NG)

  Ilori Loretta Onyinye (Airforce Institute of Technology, NG)

  Abdulrashid Abdulrauf (Federal Polytechnic Kaltungo, NG)

  DOI : https://doi.org/10.62411/faith.3048-3719-425
  

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• Adversarially Robust and Explainable Graph Neural Networks for Fraud Detection in Dynamic Blockchain Networks: A Systematic Solution-Based Literature Review

  Oluwaseun Adeniyi Ojerinde (Federal University of Technology Minna, NG)

  Ramatu Abubakar (Federal University of Technology, NG)

  Benjamin Ilunuamie Alenoghena (Federal University of Technology, NG)

  Kehinde Hussein Lawal (Federal University of Technology, NG)

  387-418

  DOI : https://doi.org/10.62411/faith.3048-3719-428
  

  • pdf  Views: 22 times |  Download : 3 times

• An AI-Powered Sentence-BERT Framework for Automated Assessment of Open-Ended Responses: A Multi-Model Evaluation and Response-Length Bias Analysis

  Temidayo Oluwatosin Omotehinwa (Federal University of Health Sciences, NG)

  Folashade Habibat Omotehinwa (Federal University of Health Sciences, NG)

  Adeyi Thomas Edeh (Federal University of Health Sciences, NG)

  Yakubu Aliyu Ibrahim (Federal University of Health Sciences, NG)

  419-441

  DOI : https://doi.org/10.62411/faith.3048-3719-427
  

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