Vol. 6 No. 3 (2025): JUTIF Volume 6, Number 3, Juni 2025

Jurnal Teknik Informatika (JUTIF) UNSOED Volume 6, Number 3, June 2025 was published on June 10, 2025. JUTIF in this edition has received quite a lot of article submissions, but in the process some of the best articles have been selected according to the results of the review. This edition of the issue contains ... articles from authors from ... affiliations, including :

Published: 2025-06-10

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Articles

Impact of Optimizer Selection on MobileNetV1 Performance for Skin Disease Detection Using Digital Images

Khairul Fathan Habie, Murinto, Sunardi

1589-1604
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Comparative Analysis of Machine Learning Algorithms with RFE-CV for Student Dropout Prediction

Sekar Gesti Amalia Utami, Haryono Setiadi, Arif Rohmadi

1319-1338
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Enhancing Monkeypox Skin Lesion Classification With Resnet50v2: The Impact Of Pre-Trained Models From Medical And General Domains

Saifulloh Azhar, Abdul Syukur, M. Arief Soeleman, Affandy, Aris Marjuni

1339-1352
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Improving Term Deposit Customer Prediction Using Support Vector Machine with SMOTE and Hyperparameter Tuning in Bank Marketing Campaigns

Dodo Zaenal Abidin, Maria Rosario , Ali Sadikin , Nurhadi, Jasmir

1267-1278
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Multivariate Forecasting of Paddy Production: A Comparative Study of Machine Learning Models

Feri Yasin, Muhammad Raafi'u Firmansyah, Dasril Aldo, Muhammad Afrizal Amrustian

1431-1442
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Optimization Of Extreme Learning Machine Models Using Metaheuristic Approaches For Diabetes Classification

Gilang Sulaeman, Yohani Setiya Rafika Nur Nur, Adanti Wido Paramadini, Dasril Aldo, M. Yoka Fathoni

1503-1516
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Classification of Helmet and Vest Usage for Occupational Safety Monitoring using Backpropagation Neural NetworkClassification of Helmet and Vest Usage for Occupational Safety Monitoring using Backpropagation Neural Network

Nurhikma Arifin, Chairi Nur Insani, Milasari, Juprianus Rusman, Samrius Upa, Muhammad Surya Alif Utama

1255-1266
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Improving Semantic Segmentation of Flood Areas Using Rotation and Flipping-Based Feature Augmentation

Naili Suri Intizhami, Eka Qadri Nuranti, Nur Inaya Bahar

1669-1682
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Optimal Phase Selection Of Single-Phase Appliances In Buildings Using String-Coded Genetic Algorithm

Novalio Daratha, Arie Vatresia, Hendy Santosa, Indra Agustian, Dedi Suryadi, Neeraj Gupta

1299-1318
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Stock Price Prediction and Risk Estimation Using Hybrid CNN-LSTM and VaR-ECF

Alvi Yuana Febriyanti, Dwi Arman Prasetya, Trimono

1539-1554
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Marketing Analysis of Shoe Products Using Principal Coordinates Analysis and K-Means Clustering Based on the Marketing Mix at Bintang Sepatu Purwokerto MSME

Samuel Sinaga, Ridho Ananda , Halim Qista Karima, Adrus Mohamad Tazuddin

1405-1418
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The Role Of A Decision Support System In Enhancing The Management Of Sexual Violence Cases In Higher Education Using The Saw Method Through An Android-Based Application

Elyza Gustri Wahyuni, Rian Tri Wahyudi, Lalam Fathonah Fadhillah

1353-1372
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Performance Optimization of ERD Designs Using Cost-Based Optimization for Large-Scale Query Processing

Juanda Hakim Lubis, Sri Handayani, Herman Mawengkang, Fajrul Malik Aminullah Napitupulu

1457-1468
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Detecting Avocado Freshness In Real-Time: A Yolo-Based Deep Learning Approach

Atika Dwi Febriani, Mujiati Dwi Kartikasari

1485-1502
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Multi-Class Mangrove Classification Using Transfer Learning with MobileNet-V3 on Multi-Organ Images

Ari Sudrajat, Riri Damayanti Apnena, Ayu Hendrati Rahayu, Musab Iqtait

1631-1642
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Comparative Analysis Of Ant Lion Optimization And Jaya Algorithm For Feature Selection In K-Nearest Neighbor (Knn) Based Electricity Consumption Prediction

Retno Wahyusari, Sunardi, Abdul Fadlil

1373-1388
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Depression Detection using Convolutional Neural Networks and Bidirectional Long Short-Term Memory with BERT variations and FastText Methods

Leonardus Adi Widjayanto, Erwin Budi Setiawan

1555-1568
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Real-Time Rice Leaf Disease Diagnosis: A Mobile CNN Application with Firebase Integration

Abdul Azis, Abdul Fadlil, Tole Sutikno

1469-1484
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Identifying Academic Excellence: Fuzzy Subtractive Clustering of Student Learning Outcomes

Muhammad Bagas Satrio Wibowo, Kartika Maulida Hindrayani, Trimono

1569-1588
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Implementation of Enhanced Confix Stripping Stemming and Chi-Squared Feature Selection on Classification UIN Walisongo Website with Naïve Bayes Classifier

Muhammad Naufal Muhadzib Al-Faruq, Wenty Dwi Yuniarti, Maya Rini Handayani, Khotibul Umam

1279-1297
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Comparative Analysis of Supervised Learning Algorithms for Delivery Status Prediction in Big Data Supply Chain Management

Riri Damayanti Apnena, Gerinata Ginting, Ari Sudrajat, Hussain Md Mehedul Islam

1443-1456
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Optimization Artificial Neural Network (ANN) Models with Adam Optimizer to Improve Customer Satisfaction Business Banking Prediction

Yahya Nur Ifriza, Yusuf Wisnu Mandaya, Ratna Nur Mustika Sanusi, Hendra Febriyanto, Abdul Jabbar, Azlina Kamaruddin

1419-1430
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Enhancing The Precision Detection and Grading of Diabetic Retinopathy through Digital Retinal Imaging Using 3D Convolutional Neural Networks

Autho Allwine, Mutiara S Simanjuntak, Wahyu Aji Pulungan

1517-1538
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Leveraging Convolutional Block Attention Module (Cbam) For Enhanced Performance In Mobilenetv3-Based Skin Cancer Classification

Anas Rachmadi Priambodo, Chastine Fatichah

1389-1404
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Evaluation of K-Means, DBSCAN, and Hierarchical Clustering for Strategic Segmentation of Tourism SMEs in Rembang, Indonesia

Ardiansyah Ramadhan, Fandi Achmad, Ibnu Zulkarnain, Masayoshi Aritsugi

1605-1630
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A Hybrid Recommendation System for Pregnancy-Safe Skincare: Integrating Keyword-Based and Rule-Based Classification with Content-Based Filtering

Jihan Syahira Adnanda Putri, Kholid Haryono

1643-1668
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Prediction Of Clay Mining Production Value Using Linear Regression Model With Multi-Swarm Particle Swarm Optimization

Gusti Eka Yuliastuti, Muchamad Kurniawan, Dimas Pratikto, Mochamad Rizky Moneter

1069-1080
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Comparative Analysis Retrofit and Ktor Client Performance in Various Internet Speeds Internet on MSMEs Cashier Application

Muhamad Akbar Abdul Kholik, Dinar Nugroho Pratomo

1081-1094
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Optimising Bitcoin Price Forecasting Using Lstm, Gru, Prophet, Var, And Es Multi-Model Approaches

Anggito Karta Wijaya, Amalan Fadil Gaib, I Gusti Ngurah Bagus Ferry Mahayudha, Nurul Andini , Tegar Fadillah Zanestri

1095-1112
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Enhancing Cyberbullying Detection with a CNN-GRU Hybrid Model, Word2Vec, and Attention Mechanism

Kaysa Azzahra Adriana, Erwin Budi Setiawan

1113-1130
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Comparative Analysis of Augmentation and Filtering Methods in VGG19 and DenseNet121 for Breast Cancer Classification

I Kadek Seneng, Putu Desiana Wulaning Ayu, Roy Rudolf Huizen

1131-1146
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An Efficient Model for Waste Image Classification Using EfficientNet-B0

Teofilus Kurniawan, Khadijah, Retno Kusumaningrum

1147-1158
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Machine Learning Models for Metabolic Syndrome Identification with Explainable AI

Egga Asoka, Egga Asoka, Fathoni, Anggina Primanita, Indra Griha Tofik Isa

1159-1172
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Optimizing Indonesian Banking Stock Predictions with DBSCAN and LSTM

Septiannisa Alya Shinta Purwandhani, Aletta Agigia Novta Sajiatmoko, Christian Sri Kusuma Aditya

1173-1188
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Deep Reinforcement Learning for Autonomous System Optimization in Indonesia: A Systematic Literature Review

Dedi Yusuf, Eko Supraptono, Agus Suryanto

1189-1202
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Digital Forensic Chatbot Using DeepSeek LLM and NER for Automated Electronic Evidence Investigation

Nuurun Najmi Qonita, Maya Rini Handayani, Khothibul Umam

1203-1216
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Hybrid Neural Network-Based Road Damage Detection Using CNN-RNN and CNN-MLP Models

Ani Dijah Rahajoe, Muhammad Suriansyah, Angelo A. Beltran Jr

1217-1228
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Comparative Analysis of DBSCAN, OPTICS, and Agglomerative Clustering Methods for Identifying Disease Distribution Patterns in Banjarnegara Community Health Centers

Dillyana Tugas Setiyawan, Berlilana, Azhari Shouni Barkah

1229-1240
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Comparative Analysis of Hybrid Intelligent Algorithms for Microsleep Detection and Prevention

Arvina Rizqi Nurul'aini, Rizky Ajie Aprilianto, Feddy Setio Pribadi

1241-1254
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Vol. 6 No. 3 (2025): JUTIF Volume 6, Number 3, Juni 2025

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