Vol. 10 No. 2 (2026): April 2026

This issue brings together 30 peer-reviewed articles authored by 127 researchers from 44 institutions across six countries — Indonesia, Malaysia, India, Marocco, Japan and Palestine. The contributions span 314 pages and reflect the remarkable diversity and depth of contemporary research.

We hope this issue serves as a valuable resource and source of inspiration for researchers, practitioners, and educators. We remain committed to providing an open and high-quality platform for knowledge dissemination in information technology and its applications.

The cover, foreword, and table of contents can be downloaded here.

DOI: https://doi.org/10.29207/resti.v10i2

Published: 2026-03-07

Computer Science Applications

Leveraging Sarcasm Text Detection in Meme Polarity Classiﬁcation

Zeva Patu Assyadid, Ema Rachmawati

355 - 365
- pdf
Optimizing Automated Essay Scoring with Lightweight Large Language Models and Validated Rubrics

Prayitno, Fahima Choirun Nabila, Mohammad Khambali, Afandi Nur Aziz Thohari, Karisma Trinanda Putra, Viqi Ardaniah, Jurianto

366 - 374
- pdf
IoT-Based Water Quality Monitoring and Sustainable Modeling for Smart Campuses

Fachrul Kurniawan, Miladina Rizka Aziza, Novrindah Alvi Hasanah, Fadia Irsania Putri, Aji Prasetya Wibawa, Jehad Hammad, Yuhefizar

398 - 406
- pdf
Comparison Of Machine Learning Algorithms For Rice Production Prediction

Abdul Karim, Yuwaldi Away, Syahrial, Roslidar, Jeperson Hutahaean, William Ramdhan, Yessica Siagian

407 - 418
- pdf
Hybrid Deep Reinforcement Learning and Particle Swarm Optimization for Accelerated Multipath Routing in Congested SDN Environments

Rissal Efendi

441 - 452
- pdf
Detecting AI-Generated and Authentic Artworks Using a ResNet50 Convolutional Neural Network Architecture

Nadia Putri Nabila, Bambang Suharto, Fitri Noor Febriana

507 - 515
- pdf
Comparative Performance of Fuzzy Logic and PID Steering Control for Improved Swerve Autonomous Vehicles

Bhakti Suprapto, Suci Dwijayanti

516 - 527
- pdf
On-Device Hybrid Access Control for Personal Data Sharing using Sensitivity and Trust Parameters

Geocey Shejy, Pallavi Mangrulkar

537 - 547
- pdf

Artificial Intelligence

A Novel Framework for Dynamic Semantic Network Analysis with Evolutionary Community Detection Applied to LMS Research

Anip Febtriko, Muhammad Giatman, Dedy Irfan, Syafrijon Syafrijon, Tri Rahayuningsih

247 - 256
- pdf
Weather and Marine Multi-output Prediction Using XGBoost on Automatic Weather Station Data

Willdan Aprizal Arifin, Luthfi Anzani, M Ma'ruf, Anton Daud, Lukman Handyanto, Raisa Maulidia, Ramzan Pradana Maulsyid; Angga Fadzar

257 - 266
- pdf
GraphiBERT-ML: A Knowledge-Enhanced NER Approach for Cross-Domain Comparative Analysis of Machine Learning Literature

Nabila Khouya, Asmaâ Retbi, Samir Bennani

280 - 288
- pdf
Hybrid Deep Learning Models for Free-Living Imbalanced Human Activity Recognition: Comparative Study

Aditya Heru Prathama, Joy Milliaan, Ghandy

289 - 297
- pdf
Performance Comparison of VGG16 and VGG19 Architectures for Corn Leaf Disease Classification

Nofitasari Dwi Rezeki, Zein Hanni Pradana, Muhammad Panji Kusuma Praja

298 - 306
- pdf
Nonlinear Modeling of Agricultural and Environmental SDG Indicators in ASEAN Using Extreme Learning Machine Algorithms

Ita Arfyanti, Muhammad Ibnu Sa'ad

317 - 324
- pdf
Multi-Band EEG Spectrogram Decomposition with Residual Attention Network for Enhanced Stress Classification

Sza Sza Amulya Larasati, Fitra Abdurrachman Bachtiar, Budi Darma Setiawan

325 - 331
- pdf
Behavioral Analysis of Semantic Similarity Metrics under Transformer-Based Representations

Musthofa Galih Pradana, Nindy Irzavika, Nurhuda Maulana, Syaila Ananta Karenina, Salma Ashiila Rabbani

332 - 340
- pdf
YOLOv8 to YOLO11 Performance Benchmark and Comprehensive Architectural Comparative Review

Priyanto Hidayatullah, Nurjannah Syakrani, Muhammad Rizqi Sholahuddin, Trisna Gelar, Refdinal Tubagus

341 - 354
- pdf
Log-Scale Correlation Classifier for Mushroom Identification in Agricultural Internet of Things Systems

I Wayan Ordiyasa, Mohammad Diqi, Marselina Endah Hiswati, Dian Rhesa Rahmayanti, Umar Basuki, Ida Hafizah

388 - 397
- pdf
Improving Diagnostic Accuracy on Prescription Text Data Using SMOTE-Optimized SVM

Linda Perdana Wanti, Nur Wachid Adi Prasetya, Riyadi Purwanto, Rahmat Mulyadi, Akmal Fauzan Ananta

419 - 428
- pdf
A Hybrid Intersection Filtering and Recursive Feature Elimination Technique for Efficient Feature Reduction in High Dimensional Datasets

Akhmad Dahlan, Yoga Pristyanto, Anggit Ferdita Nugraha, Rifda Faticha Alfa Aziza, Ibnu Hadi Purwanto

465 - 475
- pdf
Flood Risk Mapping in Batu Pahat Using GIS and Analytic Hierarchy Process

Muhammad Ammar Asry Zainudin, Mohd Asrul Affendi Abddullah, Nazirah Mohamad Abdullah, Norziha Che Him, Suliadi Firdaus Sufahani

476 - 482
- pdf
Comparative Analysis of YOLOv8 Segmentation Variants for Indonesian Sign Language (SIBI) Recognition

Desi Fatkhi Azizah, Anik Nur Handayani , Aji Prasetya Wibawa, Osamu Fukuda

495 - 506
- pdf
An Adaptive Feature-Aware Hybrid Resampling Strategy for Imbalanced Diabetes Classification with Integrated Balanced Index Evaluation

Jasmir Jasmir, Riza Pahlevi, Gunardi Gunardi, Eni Rohaini, Tiko Nur Annisa

528 - 536
- pdf

Computer Vision and Pattern Recognition

Siamese Model-Based Face Verification Using CNN and MobileNetV2

Abd Rahman, Agus Mohamad Soleh , Erfiani

234 - 246
- pdf
Attention-Based Multi-View Fusion YOLO for Non-Destructive Pineapple Sweetness Assessment

Dwi Vernanda, Tri Herdiawan Apandi, Aisyah Suhailla Binti Jili, Desy Triastuti, Willy Muhammad Fauzi

267 - 279
- pdf
Sea Land Segmentation of East Java’s North Coast Using Landsat 9 and ResNet50

Nur Nafiiyah, Ilyas, Rifky Aisyatul Faroh, Salwa Nabilah, Nur Azizah Affandy

307 - 316
- pdf
Deployment-Optimized Deep Learning Model for Coconut Shell Quality Identification in Charcoal Production

Andi Anzanul Zikra, Rahmat Yanuary, Komala Sari

375 - 387
- pdf
Performance Evaluation of YOLOv9, YOLOv10, and YOLOv11 for Real-Time Early Detection of Ganoderma Boninense in Oil Palm

Rizky Delianngi, Ratu Mutiara Siregar, Nurliana, Muhammad Akbar Syahbana Pane, Phaklen Ehkan, Andi Prayogi

429 - 440
- pdf
Comparative Evaluation of Thresholding Methods for Optimized Digital Document Parsing Accuracy

Muhammad Noko Darpito, Kartika Firdausy, Abdul Fadlil

453 - 464
- pdf
Refining CNN-Based Models for Multi-Class Corn Leaf Disease Classification

Anjar Wanto, Poningsih Poningsih, Achmad Daengs GS, Silfia Andini

483 - 494
- pdf

Vol. 10 No. 2 (2026): April 2026

Computer Science Applications

Leveraging Sarcasm Text Detection in Meme Polarity Classiﬁcation

Optimizing Automated Essay Scoring with Lightweight Large Language Models and Validated Rubrics

IoT-Based Water Quality Monitoring and Sustainable Modeling for Smart Campuses

Comparison Of Machine Learning Algorithms For Rice Production Prediction

Hybrid Deep Reinforcement Learning and Particle Swarm Optimization for Accelerated Multipath Routing in Congested SDN Environments

Detecting AI-Generated and Authentic Artworks Using a ResNet50 Convolutional Neural Network Architecture

Comparative Performance of Fuzzy Logic and PID Steering Control for Improved Swerve Autonomous Vehicles

On-Device Hybrid Access Control for Personal Data Sharing using Sensitivity and Trust Parameters

Artificial Intelligence

A Novel Framework for Dynamic Semantic Network Analysis with Evolutionary Community Detection Applied to LMS Research

Weather and Marine Multi-output Prediction Using XGBoost on Automatic Weather Station Data

GraphiBERT-ML: A Knowledge-Enhanced NER Approach for Cross-Domain Comparative Analysis of Machine Learning Literature

Hybrid Deep Learning Models for Free-Living Imbalanced Human Activity Recognition: Comparative Study

Performance Comparison of VGG16 and VGG19 Architectures for Corn Leaf Disease Classification

Nonlinear Modeling of Agricultural and Environmental SDG Indicators in ASEAN Using Extreme Learning Machine Algorithms

Multi-Band EEG Spectrogram Decomposition with Residual Attention Network for Enhanced Stress Classification

Behavioral Analysis of Semantic Similarity Metrics under Transformer-Based Representations

YOLOv8 to YOLO11 Performance Benchmark and Comprehensive Architectural Comparative Review

Log-Scale Correlation Classifier for Mushroom Identification in Agricultural Internet of Things Systems

Improving Diagnostic Accuracy on Prescription Text Data Using SMOTE-Optimized SVM

A Hybrid Intersection Filtering and Recursive Feature Elimination Technique for Efficient Feature Reduction in High Dimensional Datasets

Flood Risk Mapping in Batu Pahat Using GIS and Analytic Hierarchy Process

Comparative Analysis of YOLOv8 Segmentation Variants for Indonesian Sign Language (SIBI) Recognition

An Adaptive Feature-Aware Hybrid Resampling Strategy for Imbalanced Diabetes Classification with Integrated Balanced Index Evaluation

Computer Vision and Pattern Recognition

Siamese Model-Based Face Verification Using CNN and MobileNetV2

Attention-Based Multi-View Fusion YOLO for Non-Destructive Pineapple Sweetness Assessment

Sea Land Segmentation of East Java’s North Coast Using Landsat 9 and ResNet50

Deployment-Optimized Deep Learning Model for Coconut Shell Quality Identification in Charcoal Production

Performance Evaluation of YOLOv9, YOLOv10, and YOLOv11 for Real-Time Early Detection of Ganoderma Boninense in Oil Palm

Comparative Evaluation of Thresholding Methods for Optimized Digital Document Parsing Accuracy

Refining CNN-Based Models for Multi-Class Corn Leaf Disease Classification

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