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• Interpretable Feature-Scenario Analysis for Ethereum Transaction Anomaly Detection Using Random Forest and XGBoost

  Indana Zulfa ⁽¹⁾ , Kusnawi ⁽²⁾

  (1) Universitas Amikom Yogyakarta ,

  (2) Universitas Amikom Yogyakarta

  4400-4424

  2026-08-22

  DOI : 10.63158/journalisi.v8i4.1727

  Abstract View : 100

  Download PDF downloads: 51
• Real-Time Explainable Concept Drift Detection for Eco-Driving in Mining Trucks using KSWIN and Event-Triggered SHAP

  Kusnawi ⁽¹⁾ , Mochamad Agung Wibowo ⁽²⁾ , Ridwan Sanjaya ⁽³⁾

  (1) Diponegoro University ,

  (2) Universitas Amikom Yogyakarta ,

  (3) Diponegoro University ,

  (4) Soegijapranata Catholic University

  1534-1556

  2026-04-12

  DOI : 10.63158/journalisi.v8i2.1551

  Abstract View : 929

  Download PDF downloads: 415
• A Modular Agroclimatic Feature Engineering Framework for Country-Level Crop Yield Prediction Using XGBoost and LightGBM

  Ledyvia Audiz Coranov ⁽¹⁾ , Kusnawi ⁽²⁾

  (1) Universitas Amikom Yogyakarta ,

  (2) Universitas Amikom Yogyakarta

  4990-5022

  2026-08-29

  DOI : 10.63158/journalisi.v8i4.1762

  Abstract View : 76

  Download PDF downloads: 25