Vol. 3 No. 2 (2025): JCTA 3(2) 2025

Articles

• Fake News Detection Using Bi-LSTM Architecture: A Deep Learning Approach on the ISOT Dataset

  Maaruf M. Lawal, Abdulrashid Abdulrauf

  104-114

  • pdf

• Hybrid Dynamic Programming Healthcare Cloud-Based Quality of Service Optimization

  Nengak I. Sitlong, Abraham E. Evwiekpaefe, Martins E. Irhebhude

  115-131

  • pdf

• Predicting First-Year Student Performance with SMOTE-Enhanced Stacking Ensemble and Association Rule Mining for University Success Profiling

  Philippe Boribo Kikunda, Issa Tasho Kasongo, Thierry Nsabimana, Jérémie Ndikumagenge, Longin Ndayisaba, Elie Zihindula Mushengezi, Jules Raymond Kala

  132-144

  • pdf

• Investigating a SMOTE-Tomek Boosted Stacked Learning Scheme for Phishing Website Detection: A Pilot Study

  Eferhire Valentine Ugbotu, Frances Uchechukwu Emordi, Emeke Ugboh, Kizito Eluemunor Anazia, Christopher Chukwufunaya Odiakaose, Paul Avwerosuoghene Onoma, Rebecca Okeoghene Idama, Arnold Adimabua Ojugo, Victor Ochuko Geteloma, Amanda Enaodona Oweimieotu, Tabitha Chukwudi Aghaunor, Amaka Patience Binitie, Anne Odoh, Chris Chukwudi Onochie, Peace Oguguo Ezzeh, Andrew Okonji Eboka, Joy Agboi, Patrick Ogholuwarami Ejeh

  145-159

  • pdf

• EDANet: A Novel Architecture Combining Depthwise Separable Convolutions and Hybrid Attention for Efficient Tomato Disease Recognition

  Yusuf Ibrahim, Muyideen O. Momoh, Kafayat O. Shobowale, Zainab Mukhtar Abubakar, Basira Yahaya

  160-170

  • pdf

• Integrating Quantum, Deep, and Classic Features with Attention-Guided AdaBoost for Medical Risk Prediction

  Muh Galuh Surya Putra Kusuma, De Rosal Ignatius Moses Setiadi, Wise Herowati, T. Sutojo, Prajanto Wahyu Adi, Pushan Kumar Dutta, Minh T. Nguyen

  171-189

  • pdf

• Transformer-Augmented Deep Learning Ensemble for Multi-Modal Neuroimaging-Based Diagnosis of Amyotrophic Lateral Sclerosis

  Clive Asuai, Mayor Andrew, Ayigbe Prince Arinomor, Daniel Ezekiel Ogheneochuko, Aghoghovia Agajere Joseph-Brown, Ighere Merit, Atumah Collins

  190-205

  • pdf

• Evaluating Open-Source Machine Learning Project Quality Using SMOTE-Enhanced and Explainable ML/DL Models

  Ali Hamza, Wahid Hussain, Hassan Iftikhar, Aziz Ahmad, Alamgir Md Shamim

  206-222

  • pdf

• ArchEvolve: A Collaborative and Interactive Search-Based Framework with Preference Learning for Optimizing Software Architectures

  Ayobami E. Mesioye, Adesola M. Falade, Kayode E. Akinola

  223-245

  • pdf

• A Solar-Powered Multimodal IoT Framework for Real-Time Transformer Theft Detection

  Promise Ojokoh, Olaide Agbolade

  246-259

  • pdf