Vol. 7 No. 2 (2026): Indonesian Journal of Data and Science

The articles in this issue (21 articles) were authored/co-authored by 77 unique authors from 6 countries and 19 affiliations.

Countries: BR flag BR, CA flag CA, FR flag FR, ID flag ID, JP flag JP, MY flag MY

Affiliations: AGH University of Krak´ow; Aeronautics Institute of Technology; Institut Bisnis dan Teknologi Indonesia; Instituto Tecnológico de Aeronáutica; Kyushu Institute of Technology; PT Kilang Pertamina Internasional; Perbanas Institute Jakarta; Politeknik Negeri Bali; Universitas Internasional Semen Indonesia; Universitas Jenderal Achmad Yani Yogyakarta; Universitas Mulawarman; Universitas Muslim Indonesia; Universitas Negeri Malang; Universitas Sahid Surakarta; Universitas Tomakaka; Universite de Pau et des Pays de L’Adour; Universiti Kuala Lumpur; Universiti Teknologi Malaysia; École de Technologie Supérieure

DOI: https://doi.org/10.56705/ijodas.v7i2

Published: 2026-07-31

Data Science

Resin Code Classification on Plastic Packaging Using Few-Shot Learning

Alyani Noor Septalia, Anindita Septiarini, Masna Wati

157-167
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Comparing ECLAT and Decision Tree for Drug Therapy Recommendation Rules on Multi Label Clinical Data

Muh Rayhan Fahreza Rayhan, Harlinda, Herdianti Darwis, Roesman Ridwan Raja

168-182
- PDF
A Pilot Study on Machine Learning Models for Predicting Student Pass/Fail Outcomes Using LMS Activity Logs and Interactive Dashboard Analytics

Pratiwi Rachmadi

183-189
- PDF
Comparison of ResNet50 and ResNet101 Feature Extraction for Tea Leaf Disease Classification Using Support Vector Machine

Wistiani Astuti, Erick Irawadi Alwi , Farniwati Fattah, Tasrif Hasanuddin, Julisa, Ulfa Sari, Ainur Rahma Almagfirah

190-201
- PDF
The Performance of Support Vector Machine in Classifying Public Sentiment toward Student Suicide Cases

I Gusi Gede Bagus Ngurah Sarjana, Made Leo Radhitya, Ni Wayan Suardiati Putri

202-212
- PDF
Hybrid Deep Learning Models For Gold Price Prediction: Enhancing Forecast In Volatile Financial Markets

Ni Luh Wiwik Sri Rahayu Ginantra, Ni Wayan Yeni Pratiwi , Christina Purnama Yanti, Wayan Gede Suka Parwita

213-222
- PDF
Digital Burnout Risk Classification Based on Doomscrolling and Fear of Missing Out Using the Mamdani Fuzzy Method

Matelda Yunanta Ambon, Rosmasari, Fahrul Agus

223-237
- PDF
Website-Based Boycott Product Detection System using Convolutional Neural Network: A comparison of YOLOv8 and VGG16

Mariani Ani, Dolly Indra, Sitti Rahma Jabir

238-246
- PDF
Comparative Evaluation of Machine Learning Models for Heavy Crude Oil Viscosity Prediction Using Repeated Nested Cross-Validation and Independent Holdout Testing

Enggie Hendrawan Saputra, Ilham Ari Elbaith Zaeni, Didik Dwi Prasetya, Azlan Mohd Zain, Welly Antonius, I Made Wirawan

247-160
- PDF
Sentiment Classification of TikTok Comments on The Free Nutritious Meal Program Using Multinomial Naïve Bayes

Salom Sefanya Onibala, Rosmasari, Kezia Arum Sary

261-273
- PDF
Weakly Supervised Sentiment Analysis of Gold Price Discussions Using Conventional Machine Learning and IndoBERT

M Rizki Hardika, Brina Miftahurrohmah

274-290
- PDF
Applicant Data Segmentation and Pattern Analytics for University Admissions Strategy Using Hybrid SOM and K-Means

Diyah Ruswanti, Dahlan Susilo

291-299
- PDF
Effect of Spatial, Intensity, and Hybrid Augmentation on Kidney CT Image Classification

Ardha Ardhana Putra Agustavada, Aji Prasetya Wibawa, Dafa Fadhilah Hilmi, Abdullah Sholum, Felix Andika Dwiyanto

300-317
- PDF
The Performance of the XGBOOST-LSTM and CNN-LSTM Algorithms in the Analysis of Stock Price Prediction Models for the Indonesian Banking Sector

M. Zainal Arifin, Filbert Chaitra Bessel Kristianto, Fadia Irsania Putri, Agung Bella Putra Utama

318-332
- PDF
Zero-Shot Detection of IndoT5-Synthesized Indonesian Scientific Abstracts Using mDeBERTa v3

Aldo, Aris Wahyu Murdiyanto, Ulfi Saidata Aesyi

333-349
- PDF
A Comparative Study of LSTM and CNN Models in SQL Injection Attack Detection

Abdul Rachman Manga', Wahyu Kadri Rahmat Suat Suat, Huzain Azis

350-362
- PDF
An LLM-Based AI Task Agent for Academic Task Management with n8n and Telegram

Nabila Widiyanti, Tasrif Hasanuddin, Huzain Azis

363-375
- PDF

Applied Statistics

Interpreting Reactive Species Interdependencies in Plasma-Activated Saline: An Exploratory Multivariate Workflow

Nilton Francelosi Azevedo Neto, Orisson Ponce Gomes, Lucas Pereira Piedade, Felipe Souza Miranda, Rodrigo Savio Pessoa

376-387
- PDF
An IoT-Based Precision Hydroponic Monitoring System and Long-Term Characterization of Low-Cost Temperature Sensor Drift

Dedy Atmajaya, Abdullah Basalamah, Nia Kurniati, Muhammad Iqbal, Thalita Sherly Putri Jasmin

388-394
- PDF
An IoT-Based Fuzzy Decision Support System for Rhizobium Inoculation to Improve Soybean Productivity

Andi Ulfah Tenripada, Lukman Syafie, Muh Mu'min, Raqhib Ataillah, Muh Nawir

395-405
- PDF

Vol. 7 No. 2 (2026): Indonesian Journal of Data and Science

Data Science

Resin Code Classification on Plastic Packaging Using Few-Shot Learning

Comparing ECLAT and Decision Tree for Drug Therapy Recommendation Rules on Multi Label Clinical Data

A Pilot Study on Machine Learning Models for Predicting Student Pass/Fail Outcomes Using LMS Activity Logs and Interactive Dashboard Analytics

Comparison of ResNet50 and ResNet101 Feature Extraction for Tea Leaf Disease Classification Using Support Vector Machine

The Performance of Support Vector Machine in Classifying Public Sentiment toward Student Suicide Cases

Hybrid Deep Learning Models For Gold Price Prediction: Enhancing Forecast In Volatile Financial Markets

Digital Burnout Risk Classification Based on Doomscrolling and Fear of Missing Out Using the Mamdani Fuzzy Method

Website-Based Boycott Product Detection System using Convolutional Neural Network: A comparison of YOLOv8 and VGG16

Comparative Evaluation of Machine Learning Models for Heavy Crude Oil Viscosity Prediction Using Repeated Nested Cross-Validation and Independent Holdout Testing

Sentiment Classification of TikTok Comments on The Free Nutritious Meal Program Using Multinomial Naïve Bayes

Weakly Supervised Sentiment Analysis of Gold Price Discussions Using Conventional Machine Learning and IndoBERT

Applicant Data Segmentation and Pattern Analytics for University Admissions Strategy Using Hybrid SOM and K-Means

Effect of Spatial, Intensity, and Hybrid Augmentation on Kidney CT Image Classification

The Performance of the XGBOOST-LSTM and CNN-LSTM Algorithms in the Analysis of Stock Price Prediction Models for the Indonesian Banking Sector

Zero-Shot Detection of IndoT5-Synthesized Indonesian Scientific Abstracts Using mDeBERTa v3

A Comparative Study of LSTM and CNN Models in SQL Injection Attack Detection

An LLM-Based AI Task Agent for Academic Task Management with n8n and Telegram

Applied Statistics

Interpreting Reactive Species Interdependencies in Plasma-Activated Saline: An Exploratory Multivariate Workflow

An IoT-Based Precision Hydroponic Monitoring System and Long-Term Characterization of Low-Cost Temperature Sensor Drift

An IoT-Based Fuzzy Decision Support System for Rhizobium Inoculation to Improve Soybean Productivity

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