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

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

Published: 2026-07-31

Applied Statistics

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

Andi Ulfah Tenripada
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
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

Data Science

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

Abdul Rachman Manga', Wahyu Kadri Rahmat Suat Suat, Huzain Azis
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
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
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
Applicant Data Segmentation and Pattern Analytics for University Admissions Strategy Using Hybrid SOM and K-Means

Diyah Ruswanti, Dahlan Susilo
AI Task Agent: Integration of n8n, Google Sheets, and Telegram for a Task Management Chatbot

Huzain Azis, Nabila Widiyanti
Zero-Shot Detection of IndoT5-Synthesized Indonesian Scientific Abstracts Using mDeBERTa v3

Aldo, Aris Wahyu Murdiyanto, Ulfi Saidata Aesyi
A Pilot Study on Machine Learning Models for Predicting Student Pass/Fail Outcomes Using LMS Activity Logs and Interactive Dashboard Analytics

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

Matelda Yunanta Ambon, Rosmasari, Fahrul Agus
Resin Code Classification on Plastic Packaging Using Few-Shot Learning

Anindita Septiarini, Alyani Noor Septalia, Masna Wati
Website-Based Boycott Product Detection System using Convolutional Neural Network: A comparison of YOLOv8 and VGG16

Mariani Ani, Dolly Indra, Sitti Rahma Jabir
Sentiment Classification Of TikTok Comments on The Free Nutritious Meal Program Using Multinomial Naïve Bayes

Salom Sefanya Onibala, Rosmasari, Kezia Arum Sary
Weakly Supervised Sentiment Analysis of Gold Price Discussions Using Conventional Machine Learning and IndoBERT

M Rizki Hardika, Brina Miftahurrohmah

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

Applied Statistics

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

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

Data Science

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

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

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

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

AI Task Agent: Integration of n8n, Google Sheets, and Telegram for a Task Management Chatbot

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

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

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

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

Hydrid 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

Resin Code Classification on Plastic Packaging Using Few-Shot Learning

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

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

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