Vol. 9 No. 1 (2025): February 2025

This issue proudly features 20 scholarly articles contributed contributed by 13 distinguished institutions in Indonesia. The editors thank all the researchers who have chosen 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.v9i1

Published: 2025-01-19

Computer Science Applications

The Internet-of-Things-based Fishpond Security System Using NodeMCU ESP32-CAM Microcontroller

Arwin Datumaya Wahyudi Sumari, Ilyas Annurroni, Astika Ayuningtyas

51 - 61
- pdf
Comparison of Transfer Learning Model Performance for Breast Cancer Type Classification in Mammogram Images

Cahya Bagus Sanjaya, Muhammad Imron Rosadi, Moch. Lutfi, Lukman Hakim

130 - 136
- pdf
Impact of XBRL Technology Implementation on Information Asymmetry in Indonesia’s Capital Market

Aldika Wahyudi, Dyah Anggraini

166 - 174
- pdf

Artificial Intelligence

Comparison of Transfer Learning Architecture Performance for Indonesian Auction Object Classification

Hanif Noer Rofiq

1 - 9
- pdf
Identifying Rice Plant Damage Due to Pest Attacks Using Convolutional Neural Networks

Andi Tenriola, Putri Alysia Azis, Andi Baso Kaswar, Fhatiah Adiba, Dyah Darma Andayani

10 - 19
- pdf
Evaluating Transformer Models for Social Media Text-Based Personality Profiling

Anggit Hartanto, Ema Utami, Arief Setyanto, Kusrini

20 - 30
- pdf
Agricultural Cultivation Cost Prediction Using Neural Networks and Feature Importance Analysis

Salmania Putri, Tora Fahrudin, Asti Widayanti

31 - 39
- pdf
Prediction of Main Transportation Modes using Passive Mobile Positioning Data (Passive MPD)

Muhammad Farhan, Lya Hulliyyatus Suadaa, Sugiri, Alfatihah Reno Maulani Nuryaningsih Soekri Putri Munaf, Setia Pramana

40 - 50
- pdf
CNN Performance Improvement for Classifying Stunted Facial Images Using Early Stopping Approach

Yunidar Yunidar, Y Yusni, N Nasaruddin, Fitri Arnia

62 - 68
- pdf
Enhancing Network Security: Evaluating SDN-Enabled Firewall Solutions and Clustering Analysis Using K-Means through Data-Driven Insights

Ahmad Turmudi Zy, Isarianto, Anggi Muhammad Rifa’i, Agung Nugroho, Abdul Ghofir

69 - 76
- pdf
Real-Time Location Monitoring and Routine Reminders Based on Internet of Things Integrated with Mobile for Dementia Disorder

Dwi Rangga Okta Zuhdiyanto, Yuli Asriningtias

77 - 84
- pdf
Impact of Adaptive Synthetic on Naïve Bayes Accuracy in Imbalanced Anemia Detection Datasets

Muhammad Khahfi Zuhanda, Lisya Permata, Hartono, Erianto Ongko, Desniarti

85 - 93
- pdf
Enhancing Premier League Match Outcome Prediction Using Support Vector Machine with Ensemble Techniques: A Comparative Study on Bagging and Boosting

Agus Perdana Windarto, Putrama Alkhairi, Johan Muslim

94 - 103
- pdf
Question Answering through Transfer Learning on Closed-Domain Educational Websites

Matiin Laugiwa, Evi Yulianti

104 - 110
- pdf
NLP-Based Intent Classification Model for Academic Curriculum Chatbots in Universities Study Programs

Najma Rafifah Putri Syallya, Anindya Apriliyanti Pravitasari, Afrida Helen

111 - 117
- pdf
Application of VGG16 in Automated Detection of Bone Fractures in X-Ray Images

Resky Adhyaksa, Bedy Purnama

118 - 129
- pdf
Advancing Hate Speech Detection in Indonesian Language Using Graph Neural Networks and TF-IDF

Syaikha Amirah Zikrina, Fitriyani

137 - 145
- pdf
Hybrid Gradient Descent Grey Wolf Optimizer for Machine Learning Performance Enhancement

Sri Rossa Aisyah Puteri Baharie, Sugiyarto Surono, Aris Thobirin

146 - 152
- pdf
Ant Colony Optimization for Jakarta Historical Tours: A Comparative Analysis of GPS and Map Image Approaches

Gabriel Bodhi, Charleen, Devi Fitrianah

153 - 165
- pdf
PCA and t-SNE Implementation for KNN Hypertension Classification Visualization

Andi Aulia Cahyana Resky, Jessica Crisfin Lapendy, Andi Akram Nur Risal, Dewi Fatmarani Surianto, Abdul Wahid

175 - 184
- pdf

Vol. 9 No. 1 (2025): February 2025

Computer Science Applications

The Internet-of-Things-based Fishpond Security System Using NodeMCU ESP32-CAM Microcontroller

Comparison of Transfer Learning Model Performance for Breast Cancer Type Classification in Mammogram Images

Impact of XBRL Technology Implementation on Information Asymmetry in Indonesia’s Capital Market

Artificial Intelligence

Comparison of Transfer Learning Architecture Performance for Indonesian Auction Object Classification

Identifying Rice Plant Damage Due to Pest Attacks Using Convolutional Neural Networks

Evaluating Transformer Models for Social Media Text-Based Personality Profiling

Agricultural Cultivation Cost Prediction Using Neural Networks and Feature Importance Analysis

Prediction of Main Transportation Modes using Passive Mobile Positioning Data (Passive MPD)

CNN Performance Improvement for Classifying Stunted Facial Images Using Early Stopping Approach

Enhancing Network Security: Evaluating SDN-Enabled Firewall Solutions and Clustering Analysis Using K-Means through Data-Driven Insights

Real-Time Location Monitoring and Routine Reminders Based on Internet of Things Integrated with Mobile for Dementia Disorder

Impact of Adaptive Synthetic on Naïve Bayes Accuracy in Imbalanced Anemia Detection Datasets

Enhancing Premier League Match Outcome Prediction Using Support Vector Machine with Ensemble Techniques: A Comparative Study on Bagging and Boosting

Question Answering through Transfer Learning on Closed-Domain Educational Websites

NLP-Based Intent Classification Model for Academic Curriculum Chatbots in Universities Study Programs

Application of VGG16 in Automated Detection of Bone Fractures in X-Ray Images

Advancing Hate Speech Detection in Indonesian Language Using Graph Neural Networks and TF-IDF

Hybrid Gradient Descent Grey Wolf Optimizer for Machine Learning Performance Enhancement

Ant Colony Optimization for Jakarta Historical Tours: A Comparative Analysis of GPS and Map Image Approaches

PCA and t-SNE Implementation for KNN Hypertension Classification Visualization

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