Vol. 6 No. 2 (2026): July 2026 (On Process)

Articles

• 

  Enhancing FOMAML with Domain-Specific Residual Pretraining for Few-Shot Chili Disease Classification

  Rizal Amegia Saputra⁽¹⁾ ,   Agus Buono⁽²⁾ ,   Karlisa Priandana⁽³⁾ ,   Samsuzana Abd Aziz⁽⁴⁾ ,   Muhamad Syukur⁽⁵⁾
  IPB University, Indonesia ^{(1) (2) (3)} ,   Universiti Putra Malaysia, Malaysia ⁽⁴⁾ ,   IPB University, Indonesia ⁽⁵⁾

  94-103

  • PDF   86   70
• 

  Cross-Project Defect Prediction on AEEEM Using SMOTE–Tomek and Ensemble learning

  Fina Sifaul Nufus⁽¹⁾ ,   Yan Rianto⁽²⁾
  Nusamandiri University, Indonesia ^{(1) (2)}

  104-113

  • PDF   40   15
• 

  Feature Comparison of RN-SMOTE and DBSCAN-SMOTE for Handling Imbalanced Data

  Rias Akmal Sembiring⁽¹⁾ ,   Wawan Gunawan⁽²⁾
  Mercu Buana University, Indonesia ^{(1) (2)}

  114-123

  • PDF   51   26
• 

  Collaborative Approaches to Enhancing Smart Vehicles Cybersecurity Through AI-Driven Threat Detection

  Syed Atif Ali⁽¹⁾ ,   Salwa Din⁽²⁾
  Cisco CCIE, United States ⁽¹⁾ ,   York University, Canada ⁽²⁾

  124-133

  • PDF   12   7
• 

  Performance of Distance Metrics in SMOTE for Binary Imbalanced Classification

  Fandi Yulian Pamuji⁽¹⁾ ,   Luthfi Indana⁽²⁾ ,   Mohammad Dwi Irfan Affandi⁽³⁾
  Universitas Merdeka Malang, Indonesia ^{(1) (2) (3)}

  134-143

  • PDF   21   5
• 

  Integrating LLM Intent-Aware Approach for Enhancing the Quality of Bundle Recommendations

  Andy Maulana Yusuf⁽¹⁾ ,   Musrinah Musrinah⁽²⁾
  Telkom University, Indonesia ⁽¹⁾ ,   Politeknik Negeri Bandung, Indonesia ⁽²⁾

  144-153

  • PDF   20   5
• 

  Integrating MLOps for Monitoring, Drift Detection, and Adaptive Retraining in Sensor Systems

  Novia Heriyani⁽¹⁾ ,   Nita Merlina⁽²⁾
  Nusamandiri University, Indonesia ^{(1) (2)}

  154-163

  • PDF   9   4