Vol. 25 No. 1 (2025)

Articles

• Machine Learning for Open-ended Concept Map Proposition Assessment: Impact of Length on Accuracy

  Reo Wicaksono, Didik Dwi Prasetya, Ilham Ari Elbaith Zaeni, Nadindra Dwi Ariyanta, Tsukasa Hirashima

  1-14

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• New Approach K-Medoids Clustering Based on Chebyshev Distance with Quantum Computing for Anemia Prediction

  Mochamad Wahyudi, Solikhun Solikhun, Lise Pujiastuti, Gerhard-Wilhelm Weber

  15-24

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• Flood Vulnerability Mapping in Cepu Subdistrict Using MamdaniFuzzy Inference System for Disaster Risk Reduction

  Joko Handoyo, Anton Yudhana, Sunardi Sunardi

  25-38

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• K-Means-Based Customer Segmentation with Domain-Specific FeatureEngineering forWater Payment Arrears Management

  Andi Hary Akbar, Heri Wijayanto, I Wayan Agus Arimbawa

  39-52

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• Support Vector Machine Optimization for Diabetes Prediction UsingGrid Search Integrated with SHapley Additive exPlanations

  M Safii, Husain Husain, Khairan Marzuki

  53-62

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• Comparative Analysis of TF-IDF and Modern Text Embedding for theClassification of Islamic Ideologies on Indonesian Twitter

  Siti Ummi Masruroh, ⁠Cong Dai Nguyen, Doni Febrianus

  63-72

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• Detection of Rice Diseases using Leaf Images with Visual Geometric Group (VGG-19) Architecture and Different Optimizers

  Lalu Zazuli Azhar Mardedi, Fahry Fahry, Miftahul Madani, Hairani Hairani

  73-82

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• Optimizing Random Forest for IoT Cyberattack Detection UsingSMOTE: A Study on CIC-IoT2023 Dataset

  Guntoro Guntoro, Lisnawita Lisnawita, Loneli Costaner

  83-96

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• Developing the Adaptive Digital IT Governance Framework forNext-Generation IT Governance

  Bambang Saras Yulistiawan, Rifka Widyastuti , RR Octanty Mulianingtyas , Galih Prakoso Rizky A, Hengki Tamando Sihotang

  97-112

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• Assessing the Semantic Alignment in Multilingual Student-TeacherConcept Maps Using mBERT

  Nadindra Dwi Ariyanta, Didik Dwi Prasetya, Ilham Ari Elbaith Zaeni, Tsukasa Hirashima, Reo Wicaksono

  113-126

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• Stochastic Optimization for Hostage Rescue Using Internet of Things and Queen Honey Bee Algorithm

  Achmad Afif Irwansyah, Aripriharta Aripriharta, Didik Dwi Aripriharta

  127-144

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• Improving Detection Accuracy of Brute-Force Attacks on MariaDBUsing Standard Isolation Forest: A Comparative Analysis with RotatedVariant

  Hartono, Khusnul Khotimah, Rokin Maharjan

  145-160

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• Proliferative Diabetic Retinopathy Detection Using ConvolutionalNeural Network with Enhanced Retinal Image

  Wilda Imama Sabilla, Mamluatul Hani'ah, Ariadi Retno Tri Hayati Ririd, Astrifidha Rahma Amalia

  161-172
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• Cyber Threat Detection and Automated Response UsingWazuh andTelegram API

  Yuri Ariyanto, Yan Watequlis Syaifudin, M. Hasyim Ratsanjani, Ali Ridho Muladawila, Triana Fatmawati, Pramana Yoga Saputra, Chandrasena Setiadi

  173-188

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