Vol 9 No 3 (2025): June 2025 (in progress) | Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)

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DOI: https://doi.org/10.29207/resti.v9i3

Published: 2025-05-24

Computer Science Applications

Classification of Red Foxes: Logistic Regression and SVM with VGG-16, VGG-19, and Inception V3

Brian Sabayu, Imam Yuadi

185 - 193
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Comparative Evaluation of Preprocessing Methods for MobileNetV1 and V2 in Waste Classification

Aulia Afifah, Endah Ratna Arumi, Maimunah Maimunah, Setiya Nugroho

194 - 202
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University Students Stress Detection During Final Report Subject by Using NASA TLX Method and Logistic Regression

Alfita Khairah, Melinda, Iskandar Hasanuddin, Didi Asmadi, Riski Arifin, Rizka Miftahujjannah

215 - 226
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Expertise Retrieval Using Adjusted TF-IDF and Keyword Mapping to ACM Classification Terms

Lyla Ruslana Aini, Evi Yulianti

427 - 435
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Development of MongoDB-based Gait System with Interactive Visualization for Clinical Analysis

Rizal Rahman Rizkika, Helisyah Nur Fadhilah, Tanzilal Mustaqim, Rifdatun Ni'mah

484 - 493
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XGBoost Algorithm for Cervical Cancer Risk Prediction: Multi-dimensional Feature Analysis

Sudi Suryadi, Masrizal

535 - 541
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Improving Frame-based Engagement Classification in E-Learning Using EfficientNet and Normalized Loss Weighting

Joseph Ananda Sugihdharma, Fitra Bachtiar, Novanto Yudistira

551 - 561
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Artificial Intelligence

Forecasting Stock Returns Using Long Short-Term Memory (LSTM) Model Based on Inflation Data and Historical Stock Price Movements

Nur Faid Prasetyo, Wina Witanti, Asep Id Hadiana

203 - 214
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The Impact of Cancer on Poverty: An Analytical Study Using Big Data and OLS Regression

Heny Pratiwi, Muhammad Ibnu Sa’ad, Wahyuni Wahyuni, Syamsuddin Mallala

237 - 246
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Obesity Status Prediction Through Artificial Intelligence and Balanced Label Distribution Using SMOTE

Arif Riyandi, Mahazam Afrad, M Yoka Fathoni, Yogo Dwi Prasetyo

449 - 454
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Benchmarking Metaheuristic Algorithms Against Optimization Techniques for Transportation Problem in Supply Chain Management

Felicia Lim Xin Ying, Suliadi Firdaus Sufahani

455 - 464
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Health Risk Classification Using XGBoost with Bayesian Hyperparameter Optimization

Syaiful Anam, Imam Nurhadi Purwanto, Dwi Mifta Mahanani, Feby Indriana Yusuf, Hady Rasikhun

465 - 473
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UDAWA Gadadar: Agent-based Cyber-physical System for Universal Small-scale Horticulture Greenhouse Management System

I Wayan Aditya Suranata, Ketut Elly Sutrisni, I Made Surya Adi Putra

494 - 506
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Prediction of Financial Distress in Retail Companies Using Long-Short Term Memory (LSTM)

Wahyuni Windasari, Tuti Zakiyah

494 - 499
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Enhancing Tomato Leaf Disease Detection via Optimized VGG16 and Transfer Learning Techniques

Sandy Putra Siregar, Imam Akbari, Poningsih Poningsih, Anjar Wanto, Solikhun Solikhun

500 - 510
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Performance Comparison of Monolithic and Microservices Architectures in Handling High-Volume Transactions

Mastura Diana Marieska, Arya Yunanta, Harisatul Aulia, Alvi Syahrini Utami, Muhammad Qurhanul Rizqie

511 - 517
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Optimizing Sensitivity in Machine Learning Models for Pediatric Post-operative Kyphosis Prediction

Raja Ayu Mahessya, Dian Eka Putra, Rostam Ahmad Efendi, Rayendra, Rozi Meri, Riyan Ikhbal Salam, Dedi Mardianto, Ikhsan, Ismael, Arif Rizki Marsa

518 - 524
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Development of IoT-based Automatic Water Drainage System on Fishing Boat to Improve Operational Efficiency

Zulfachmi Zulfachmi, Zulkipli Zulkipli, Vita Rahayu, Aggry Saputra, Muthiah As Saidah

525 - 534
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A Multi-Objective Particle Swarm Optimization Approach for Optimizing K-Means Clustering Centroids

Aina Latifa Riyana Putri, Joko Riyono, Christina Eni Pujiastuti, Supriyadi

542 - 550
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Enhancing Stroke Prediction with Logistic Regression and Support Vector Machine Using Oversampling Techniques

Syamsul Risal, Fajar Apriyadi, A. Sumardin, Andini Dani Achmad, Annisa Nurul Puteri

562 - 574
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A New Framework for Dynamic Educational Marketing Segmentation in Student Recruitment: Optimizing Fuzzy C-Means with Metaheuristic Techniques

Rizal Bakri, Bobur Sobirov, Niken Probondani Astuti, Ansari Saleh Ahmar, Pawan Kumar Singh

575 - 585
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Stunting Prediction Modeling in Toddlers Using a Machine Learning Approach and Model Implementation for Mobile Application

Eko Abdul Goffar, Rosa Eliviani, Lili Ayu Wulandhari

586 - 592
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Minangkabau Language Stemming: A New Approach with Modified Enhanced Confix Stripping

Fadhli Almu'iini Ahda, Aji Prasetya Wibawa, Didik Dwi Prasetya, Danang Arbian Sulistyo, Andrew Nafalski

593 - 603
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Automatic Classification of Multilanguage Scientific Papers to the Sustainable Development Goals Using Transfer Learning

Lya Hulliyyatus Suadaa, Anugerah Karta Monika, Berliana Sugiarti Putri, Yeni Rimawati

604 - 612
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Enhancing Areca Nut Detection and Classification Using Faster R-CNN: Addressing Dataset Limitations with Haar-like Features, Integral Image, and Anchor Box Optimization

Yovi Pratama, Errissya Rasywir, Suyanti, Agus Siswanto, Fachruddin

613 - 621

Computer Vision and Pattern Recognition

Classification of Retinoblastoma Eye Disease on Digital Fundus Images Using Geometric Features and Machine Learning

Arif Setiawan

227 - 236
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The Effect of Hyperparameters on Faster R-CNN in Face Recognition Systems

Jasman Pardede, Khairul Rijal

436 - 448
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Automated Indonesian Plate Recognition: YOLOv8 Detection and TensorFlow-CNN Character Classification

Windu Gata, Dwiza Riana, Muhammad Haris, Maria Irmina Prasetiyowati, Dika Putri Metalica

474 - 483
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