Volume 8, Number 1, April 2026

DOI: https://doi.org/10.28926/ilkomnika.v8i1

Published: Apr 30, 2026

Articles

Integrating IoT Data and Consumer Behavior Analytics to Enhance Decision-Making in Sustainable Koi Fish Cultivation

10.28926/ilkomnika.v8i1.832
1-12 Sugiarto Sugiarto, A Wahyuni, Isna Nugraha, Azza Rizqina, Keisya Agvenia
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Naive Bayes Predictive Model for Failure Detection in CODLAG Propulsion Systems

10.28926/ilkomnika.v8i1.831
13-21 Imam Nur Rokhim, Teguh Junian Kuswanto, Mudzakkir Dioktyanto, Hidayat Abdullah, Yulia Puspa Dewi
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9

Design IoT for Intelligent Soil Detection in Agriculture and Future Mine-Used Land Reclamation with Mobile Apps

10.28926/ilkomnika.v8i1.808
22-36 Imron Imron, Bagus Satria, Fajar Ramadhani, Syafei Karim, Rizky Dwi Putra Sidik
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Design and Development of a Fisherman's Trap Location Marking Application Using Android-Based Maps Picker and Tracking

10.28926/ilkomnika.v8i1.816
37-47 Teguh Junian Kuswanto, M. Saiful Rahman Hamka, Santi Febrianti, Imam Nur Rokhim, Aisyah Nur Nabila
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5

Waste Classification Using Convolutional Neural Network with ShuffleNetV2 Architecture

10.28926/ilkomnika.v8i1.848
48-56 Muhammad Alif Fahlevhi, Yoannita Yoannita
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6

Generalization Analysis of a Long Short-Term Memory Model for Cross-Domain Malware Detection

10.28926/ilkomnika.v8i1.856
57-67 Stefanus Eko Prasetyo, Haeruddin Haeruddin, Jason Jason
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Lifestyle-Based Obesity Risk Clustering Using Ward Hierarchical Clustering

10.28926/ilkomnika.v8i1.860
68-79 Moch. Fikri Aunilla, Achmad Mufliq, Rizky Aditya Nugroho
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6

Fine-Tuned BART Transfer Learning for Abstractive Summarization of Indonesian YouTube Transcripts with ROUGE Evaluation

10.28926/ilkomnika.v8i1.862
80-92 Diyan Nova Setiawan, Muhammad Faisal, Mochamad Imamudin
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7

GA-Optimized Stacking Ensemble for Unified Phishing Website and Email Detection Using Multi-Domain Feature Representation

10.28926/ilkomnika.v8i1.864
93-106 Hendra Hermawan, Muhammad Faisal, Mochamad Imamudin
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A Systematic Review of AIoT in Agricultural Environmental Monitoring: A Comparative Analysis of Machine Learning Approaches

10.28926/ilkomnika.v8i1.865
107-128 Derry Artha Kharisma, Sunanto Sunanto
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Early Detection of Phishing, Disinformation, and Extreme Opinions in Digital Text Using Transformer-Based Models

10.28926/ilkomnika.v8i1.863
129-142 Munif Wibowo, Muhammad Faisal, Fresy Nugroho
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Development of an IoT-Based Smart Scarecrow System with Multi-Sensor Integration for Bird Pest Control in Rice Fields

10.28926/ilkomnika.v8i1.870
143-152 Tarisha Ramadhanty, Dian Tri Agustina, Triana Selvia Khusnul Khotimah, Ekawati Ekawati, Muhammad Yasir Zain, Sholeh Rachmatullah
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Optimizing MobileNetV2 Using Transfer Learning and Fine-Tuning Techniques for Lung Cancer Classification

10.28926/ilkomnika.v8i1.871
153-164 Atiqur Rozi, Eva Yulia Puspaningrum, Eka Prakarsa mandyartha
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Integration of WhatsApp Business API and Artificial Intelligence in a Assisted-Automated Letter Generation System for Village Governance

10.28926/ilkomnika.v8i1.876
165-181 Gumilang Priambodo, Renny Sari Dewi, Ika Diyah Candra, Riska Dhenabayu
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