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Vol. 6 No. 6 (2025): JUTIF Volume 6, Number 6, Desember 2025
Vol. 6 No. 6 (2025): JUTIF Volume 6, Number 6, Desember 2025
Published:
2025-12-22
Articles
Improving Detection Accuracy of Network Intrusions Using a Hybrid Network Intrusion Detection System Based on Isolation Forest and Random Forest Algorithms
Ryan Christensen Wang, Refgiufi Patria Avrianto
5371-5385
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An Intelligent IoT-Based Hydroponic Irrigation System for Strawberry Cultivation Using Extreme Gradient Boosting Decision Model
Bijanto, Zainal Abidin, Fajar Husain Asy’ari, Rabei Raad Ali
5462-5473
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Random Forest and Artificial Neural Network Data Mining for Environmental and Public Health Risk Modeling in Flood-Prone Urban Areas of Indonesia
Deni Mahdiana, Masato Ebine, Arief Wibowo
5805-5820
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Interpretable Hybrid YOLOv8s-GWO Framework for Bounding-Box Viral Pneumonia Detection on Kaggle Chest X-ray Images
Cinantya Paramita, Azmi Jalaluddin Amron; Petar Šolić, Supratiknyo
5699-5790
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MAnTra: A Transformer-Based Approach for Malware Anomaly Detection in Network Traffic Classification
Randi Rizal, Muhamad Aditya Darmawan, Siti Rahayu Selamat, Alam Rahmatulloh, Erna Haerani, Genta Nazwar Tarempa
5632-5648
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Comparative Analysis of RGB and Grayscale Pixel-Based Similarity Methods for Lung X-ray Image Retrieval in Clinical Decision Support Systems
Wahyu Wijaya Widiyanto, Mohd Nizam Husen, Sofyan Pariyasto, Edy Susanto
5854-5864
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Labeling Optimization and Hybrid CNN Model in Sentiment Analysis of Movie Reviews with Slang Handling
Alfin Nur Aziz Saputra, Rujianto Eko Saputro, Dhanar Intan Surya Saputra
5333-5348
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Stroke Risk Prediction using Winsorizing Interquartile Range and Tree-Based Classification with Explainable Artificial Intelligence
Fitria Rahmadani, Wiharto, Shaifudin Zuhdi
5418-5434
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Analyzing Marketplace Reviews Using Word2Vec, CNN, and Deep K-Means with Sociolinguistic Approaches
Fahry, Titik Ceriyani Miswaty, Harun
5489-5502
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An Interpretable Deep Learning Framework for Multi-Class Lung Disease Diagnosis Using ConvNeXt Architecture
Muhammad Khalidin Basyir, Mhd Furqan, Aulia Fadlan
5837-5853
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Proximal Policy Optimization for Adaptive Resource Allocation in Mobile OS Kernels: Enhancing Multitasking Efficiency
Moch. Ali Machmudi, Yusuf Wahyu Setiya Putra, Abdul Ghani Naim
5621-5631
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Fault-Tolerant Telegram Bot Architecture for Odoo 14: Validated Production Reporting in Flexible Packaging
Masmur Tarigan, Adi Suryaputra Paramita, Deshinta Arrova Dewi
5662-5678
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Aligning Software Architecture with Cost Structure: A Comparative Study Using ATAM and Lean Canvas in Early Startup Development
Jan Falih Fadhillah, Dana Sulistiyo Kusumo
5553-5569
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Validation of Question Classification Using Support Vector Machine and Intraclass Correlation Coefficient Based on the Revised Bloom’s Taxonomy
Lazuardy Syahrul Darfiansa, Sza Sza Amulya Larasti
5386-5400
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Early Fusion of CNN Features for Multimodal Biometric Authentication from ECG and Fingerprint Using MLP, LSTM, GCN, and GAT
Muhammad Abdhi Priyatama, Dodon Turianto Nugrahadi, Irwan Budiman, Andi Farmadi, Mohammad Reza Faisal, Bedy Purnama, Puput Dani Prasetyo Adi, Luu Duc Ngo
5632-5648
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Comparative Performance Evaluation of Linear, Bagging, and Boosting Models Using BorutaSHAP for Software Defect Prediction on NASA MDP Datasets
Najla Putri Kartika, Rudy Herteno, Irwan Budiman, Dodon Turianto Nugrahadi, Friska Abadi, Umar Ali Ahmad, Mohammad Reza Faisal
5821-5836
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Predictive Modeling for Underweight Detection in Toddlers Using Support Vector Machine, K-Nearest Neighbors, and Decision Tree C4.5 Algorithms
Maria Atik Sunarti Ekowati, Nurul Hidayat, Abdul Karim
5570-5589
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Optimization of Software Effort Estimation Using Hybrid Consistent Fuzzy Preference Relation and Least Squares Support Vector Machine
Ika Indah Lestari, Adnan Purwanto, Sulistiyasni, Khoem Sambath
5590-5608
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Optimizing Early Network Intrusion Detection: A Comparison of LSTM and LinearSVC with SMOTE on Imbalanced Data
Khabib Adi Nugroho, Taqwa Hariguna, Azhari Shouni Barkah
5349-5370
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Detection of Endangered Indonesian Species Across Multiple Taxonomic Classes Using Faster R-CNN
Moh. Jabir Mubarok, Rizky Fitria Haya, Eka Fitria, Brilian Surya Budi
5435-5449
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Implementation and Evaluation of Static Code Analysis to Identify Security and Code Quality Issues in Academic Information Systems
Cecep Muhamad Sidik Ramdani, Rahmi Nur Shofa, Muhammad Adi Khairul Anshary, Acep Irham Gufroni, Aria Priawan Yahya
5791-5804
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Sentinel-2 NDVI Analysis Using GEE and QGIS for Green Open Space Sustainability Assessment in Kendari City
Sufrianto, Siti Sara Yaacob Zubir, Andi Makkawaru Isazarni Jassin, Joko Tri Brata, Erni Danggi, Sulfikar Sallu
5522-5538
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Analyzing User Needs and Recommending Targeted Features for Bi’ih Village Tourism Website Using Text Mining and K-Means Clustering
Mima Artamevia, Muharman Lubis, Iqbal Yulizar Mukti, Dini Handayani
5609-5620
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Evaluating Lexicon Weighting and Machine Learning Models for Sentiment Classification of Indonesian Mangrove Ecotourism Reviews
Ferdi Chahyadi, Alena Uperiati, Risdy Absari Indah Pratiwi , Nur Hamid
5679-5698
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Efficient Waste Classification in Cisadane River Using Vision Transformer and Swin Transformer Architectures
Asep Surahmat, Rezza Anugrah Mutiarawan
5450-5461
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Optimization Strategy for Electric Vehicle Charging Station Development at Gas Stations Using GIS-AHP-SAW Framework
Andika Jaka Saputra, Suharjito
5401-5418
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Integration of Squeeze-and-Excitation in Densenet-121 for Classifying Real and AI-Generated Images
Nadiyya Hasaniyyah, Khadijah, Sutikno, Zahra Arwananing Tyas
5474-5488
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Development of Mobile Quran App with Screen Time Monitoring Using DRM, Agile, and Sus-Use Testing
Yahya Abdulhafidz, Umar Zaky, Fadhila Tangguh Admojo
5503-5521
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Incremental CNN-k-NN Hybrid Facial Recognition for Helmeted Facial Recognition in IoT-Enabled Smart Parking: A Case Study at Universitas Mataram
Ida Bagus Ketut Widiartha, Ario Yudo Husodo, Tran Thi Thanh Thuy, Santi Ika Murpratiwi
5539-5552
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Enhancing Classification of Self-Reported Monkeypox Symptoms on Social Media Using Term Frequency-Inverse Document Frequency Features and Graph Attention Networks
Rizailo Akfa Rizian, Irwan Budiman, Mohammad Reza Faisal, Dwi Kartini, Fatma Indriani, Umar Ali Ahmad
5865-5881
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