Vol. 9 No. 2 (2025): April 2025

This issue features 25 scholarly articles from 27 distinguished institutions in Indonesia and one from Australia. The editors thank all the researchers who chose the RESTI Journal as a platform to spread the fruits of their labor. Your contributions enrich not only our publication but also the broader scientific community, particularly in the ever-evolving field of information technology.

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

DOI: https://doi.org/10.29207/resti.v9i2

Published: 2025-03-07

Computer Science Applications

Feature Selection Using Pearson Correlation for Ultra-Wideband Ranging Classification

Gita Indah Hapsari, Rendy Munadi, Bayu Erfianto, Indrarini Dyah Irawati

209 - 217
- pdf
Comparing Word Representation BERT and RoBERTa in Keyphrase Extraction using TgGAT

Novi Yusliani, Aini Nabilah, Muhammad Raihan Habibullah, Annisa Darmawahyuni, Ghita Athalina

250 - 257
- pdf
Hand Sign Recognition of Indonesian Sign Language System SIBI Using Inception V3 Image Embedding and Random Forest

Mayang Sari, Eko Rudiawan Jamzuri

258 - 265
- pdf
Optimizing Multilayer Perceptron for Car Purchase Prediction with GridSearch and Optuna

Ginanti Riski, Dedy Hartama, Solikhun

266 - 275
- pdf
Implementation of Generative Language Models (GLM) in Cyber Exercise Secure Coding using Prompt Engineering

Jeckson Sidabutar, Alfido Osdie

334 - 342
- pdf
Enhancing Problem-Solving Reliability with Expert Systems and Krulik-Rudnick Indicators

Lita Sari, Jufriadif Ma'am, Addini Yusmar, Khairiyah Khadijah, Sri Wahyuni, Naufal Ibnu Salam

357 - 363
- pdf
Enhanced Heart Disease Diagnosis Using Machine Learning Algorithms: A Comparison of Feature Selection

Hirmayanti, Ema Utami

385 - 392
- pdf
Classification Model for Bot-IoT Attack Detection Using Correlation and Analysis of Variance

Firgiawan Faira, Dandy Pramana Hostiadi, Roy Rudolf Huizen

425 - 434
- pdf

Artificial Intelligence

Comparative Analysis of Machine Learning Algorithms for Predicting Patient Admission in Emergency Departments Using EHR Data

Ahmad Abdul Chamid, Ratih Nindyasari, Muhammad Imam Ghozali

185 - 194
- pdf
An In-depth Exploration of Sentiment Analysis on Hasanuddin Airport using Machine Learning Approaches

Lilis Nur Hayati, Fitrah Yusti Randana, Herdianti Darwis

195 - 208
- pdf
Application of Formal Concept Analysis and Clustering Algorithms to Analyze Customer Segments

I Gede Bintang Arya Budaya, I Komang Dharmendra, Evi Triandini

218 - 224
- pdf
Comparison of Sugarcane Drought Stress Based on Climatology Data using Machine Learning Regression Model in East Java

Aries Suharso, Yeni Herdiyeni, Suria Darma Tarigan, Yandra Arkeman

225 - 238
- pdf
Detecting Alzheimer's Based on MRI Medical Images by Using External Attention Transformer

Farrel Ardannur Deswanto, Isman Kurniawan

239 - 249
- pdf
Multi-Process Data Mining with Clustering and Support Vector Machine for Corporate Recruitment

Ruri Hartika Zain, Randy Permana, Sarjon Defit

276 - 282
- pdf
Word2Vec Approaches in Classifying Schizophrenia Through Speech Pattern

Putri Alysia Azis, Tenriola Andi, Dewi Fatmarani Surianto, Nur Azizah Eka Budiarti, Andi Akram Nur Risal, Zulhajji Zulhajji

283 - 295
- pdf
Deep learning with Bayesian Hyperparameter Optimization for Precise Electrocardiogram Signals Delineation

Annisa Darmawahyuni, Winda Kurnia Sari, Nurul Afifah, Siti Nurmaini, Jordan Marcelino, Rendy Isdwanta

297 - 302
- pdf
Customer Satisfaction Evaluation in Online Food Delivery Services: A Systematic Literature Review

Adimas Fiqri Ramdhansya, Shella Maria Vernanda, Indra Budi, Prabu Kresna Putra, Aris Budi Santoso

303 - 313
- pdf
Measuring Factors of Trust in the Use of E-Government: A Multi-Factor Analysis of the E-Government in Indonesia

Iqbal Caraka Altino, Reska Nugroho Sudarto, Dana Indra Sensuse, Sofian Lusa, Prasetyo Adi Wibowo Putro , Sofiyanti Indriasari , Bramanti Brillianto

314 - 326
- pdf
Sentiment Analysis of ChatGPT on Indonesian Text using Hybrid CNN and Bi-LSTM

Vincentius Riandaru Prasetyo, Mohammad Farid Naufal, Kevin Wijaya

327 - 333
- pdf
Large Language Model-Based Extraction of Logic Rules from Technical Standards for Automatic Compliance Checking

Rizky Nugroho, Adila Krisnadhi, Ari Saptawijaya

343 - 356
- pdf
Strategic Approach to Enhance Information Security Awareness at ABC Agency

Fandy Husaenul Hakim, Muhammad Hafizhuddin Hilman, Setiadi Yazid

364 - 373
- pdf
Securing Electronic Medical Documents Using AES and LZMA

Toto Raharjo, Yudi Prayudi

374 - 384
- pdf
Improving Government Helpdesk Service With an AI-Powered Chatbot Built on the Rasa Framework

Wirat Moko Hadi Sasmita, Surya Sumpeno, Reza Fuad Rachmadi

393 - 403
- pdf
Efficient Hybrid Network with Prompt Learning for Multi-Degradation Image Restoration

Muhammad Yusuf Kardawi, Laksmita Rahadianti

404 - 415
- pdf
Combining the Cellular Automata and Marching Square to Generate Maps

Viore, Wirawan Istiono

416 - 424
- pdf

Vol. 9 No. 2 (2025): April 2025

Computer Science Applications

Feature Selection Using Pearson Correlation for Ultra-Wideband Ranging Classification

Comparing Word Representation BERT and RoBERTa in Keyphrase Extraction using TgGAT

Hand Sign Recognition of Indonesian Sign Language System SIBI Using Inception V3 Image Embedding and Random Forest

Optimizing Multilayer Perceptron for Car Purchase Prediction with GridSearch and Optuna

Implementation of Generative Language Models (GLM) in Cyber Exercise Secure Coding using Prompt Engineering

Enhancing Problem-Solving Reliability with Expert Systems and Krulik-Rudnick Indicators

Enhanced Heart Disease Diagnosis Using Machine Learning Algorithms: A Comparison of Feature Selection

Classification Model for Bot-IoT Attack Detection Using Correlation and Analysis of Variance

Artificial Intelligence

Comparative Analysis of Machine Learning Algorithms for Predicting Patient Admission in Emergency Departments Using EHR Data

An In-depth Exploration of Sentiment Analysis on Hasanuddin Airport using Machine Learning Approaches

Application of Formal Concept Analysis and Clustering Algorithms to Analyze Customer Segments

Comparison of Sugarcane Drought Stress Based on Climatology Data using Machine Learning Regression Model in East Java

Detecting Alzheimer's Based on MRI Medical Images by Using External Attention Transformer

Multi-Process Data Mining with Clustering and Support Vector Machine for Corporate Recruitment

Word2Vec Approaches in Classifying Schizophrenia Through Speech Pattern

Deep learning with Bayesian Hyperparameter Optimization for Precise Electrocardiogram Signals Delineation

Customer Satisfaction Evaluation in Online Food Delivery Services: A Systematic Literature Review

Measuring Factors of Trust in the Use of E-Government: A Multi-Factor Analysis of the E-Government in Indonesia

Sentiment Analysis of ChatGPT on Indonesian Text using Hybrid CNN and Bi-LSTM

Large Language Model-Based Extraction of Logic Rules from Technical Standards for Automatic Compliance Checking

Strategic Approach to Enhance Information Security Awareness at ABC Agency

Securing Electronic Medical Documents Using AES and LZMA

Improving Government Helpdesk Service With an AI-Powered Chatbot Built on the Rasa Framework

Efficient Hybrid Network with Prompt Learning for Multi-Degradation Image Restoration

Combining the Cellular Automata and Marching Square to Generate Maps

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