JUITA Vol. 14 Issue 2, July 2026

Published: 2026-07-15

Articles

Comparison of the Performance of the DBSCAN and ST-DBSCAN Text Mining Algorithms for the Distribution of Ornamental Fish Sales

Atika Putri, Putri Yuli Utami, Rizki Surtiyan Surya

231-239
- PDF
Evaluation of News Sentiment Impact on Crude Oil Prices via BERT-Enhanced Deep Learning Classifiers

Ahmad Muhariya, Indrawan Ady Saputro, Dziky Ridhwanullah

240-251
- PDF
Decision Tree Model for Maternal Risk Classification Based on Kartu Skor Poedji Rochjati

Dyah Megawati Surip Solekhah, Annisa Maulida Ningtyas

252-261
- PDF
A Mamdani Fuzzy-C4.5 Hybrid Model for River Water Quality Assessment: A Case Study of the Beringin River

Fianti Fianti, Risma Dwi Rahmawati, Sunarno Sunarno, Suharto Linuwih, Siti Wahyuni, Fifin Dewi Ratnasari

262-270
- PDF
Performance Evaluation of PHP Data Object and Native Database Connection for CRUD Optimization Across MySQL, PostgreSQL, and MySQLite

Warto Warto, Anas Azhimi Qalban, Yusuf Heriyanto, Putra Aditya Priyono

271-280
- PDF
A Comparative Evaluation of Various Imputation Methods for LSTM-Based Climatological Time Series Forecasting

Dhia Rafifah Thifal, Aji Prasetya Wibawa, Adelia Desyana Eka Putri, Adelia Khansa Ristiaputri, Adhelia Wida Khaidir, Agung Bella Putra Utama

281-291
- PDF
Evaluating Hybrid GA-SVM Feature Selection for Indonesian Sentiment Classification Using LSTM

Siti Mujilahwati, Noor Zuraidin bin Mohd Safar

292-302
- PDF
Integrating User Acceptance Evaluation into District-Level Mobile Health System Design for Maternal Care

Arif Setia Sandi Ariyanto, Purwono Purwono, Deny Nugroho Triwibowo

303-312
- PDF
A Bilingual Academic Chatbot Based on Semantic Retrieval Using mBERT

Leni Fitriani, Sahrudin Fiqri Muzahidar, Ade Sutedi, Fitri Nuraeni

313-322
- PDF
Comparative Evaluation of Ensemble Machine Learning Models for Child Stunting Prediction Using Routine Anthropometric Data in Indonesia

Mikha Dayan Sinaga, Ratna Sri Hayati, Novriza Rahayu

323-334
- PDF
Improving Neutral Sentiment Classification in Indonesian E-Wallet Reviews Using Word2Vec and Easy Data Augmentation (EDA)

Muhammad Fattah Edric Camilo, Fatma Indriani, Mohammad Reza Faisal, Dwi Kartini, Dodon Turianto Nugrahadi

335-341
- PDF
An Indonesian Mental Health Chatbot Model Based on A Sequence to Sequence LSTM

Nia Ekawati, Nia Ekawati, Imam Riadi, Herman Yuliansyah

342-352
- PDF
Multi-Class Mental Health Classification Based on DASS-21 and Perceived Social Support Using Machine Learning Algorithms

Winny Dwita Sumbayak, Didi Supriyadi, Didi Supriyadi

353-362
- PDF
Optimizing Small-Data Learning in Elementary Education: An Explainable Restricted Random Forest Approach for Early Warning

Supriyanto Supriyanto, Ragil Dian Purnama Putri

363-372
- PDF
Edge-Coordinated Lightweight Quantized ANFIS for Adaptive Microclimate Prediction in Energy-Constrained IoT Systems

Eddy Nurraharjo, Ema Utami, Kusrini Kusrini, Kumara Ari Yuana

373-382
- PDF
Geographically Weighted Machine Learning Model for Untangling Spatial Heterogeneity of Dengue Incidence in West Java

Auralia Putri Astutiningsih, Gangga Anuraga, Hani Brilianti Rochmanto, Muhammad Athoillah

383-393
- PDF
Machine Learning Based Early Warning Model for Delayed Student Graduation: A Sixth-Semester Prediction Approach

Benny Daniawan, Suwitno Suwitno, Andri Wijaya, Ardiane Rossi Kurniawan Maranto, Junaedi Junaedi

394-402
- PDF
Optimizing Diabetic Retinopathy Classification Using EfficientNet-B3 with Data Augmentation and Oversampling

A A JE Veggy Priyangka, Tuga Mauritsius

403-413
- PDF
Edge AI-Based Multimodal Biometric Smart Reader Using YOLOv8 for Integrated Academic Attendance Systems

Nurhadi Nurhadi, Emil Naf'an, Desyanti Desyanti, Mustazzihim Suhaidi

414-424
- PDF
A Nonlinear Utility-Based GDSS Model for Village Development Priority Determination

Ubaidilah Aminuddin Thoyieb, Dyah Aruming Tyas, Sri Mulyana

425-433
- PDF
Performance Comparison of Tree-Based Models for Heart Disease Prediction Using Feature Selection and SMOTE

Santi Santi, Ema Utami

434-443
- PDF

JUITA Vol. 14 Issue 2, July 2026

Articles

Comparison of the Performance of the DBSCAN and ST-DBSCAN Text Mining Algorithms for the Distribution of Ornamental Fish Sales

Evaluation of News Sentiment Impact on Crude Oil Prices via BERT-Enhanced Deep Learning Classifiers

Decision Tree Model for Maternal Risk Classification Based on Kartu Skor Poedji Rochjati

A Mamdani Fuzzy-C4.5 Hybrid Model for River Water Quality Assessment: A Case Study of the Beringin River

Performance Evaluation of PHP Data Object and Native Database Connection for CRUD Optimization Across MySQL, PostgreSQL, and MySQLite

A Comparative Evaluation of Various Imputation Methods for LSTM-Based Climatological Time Series Forecasting

Evaluating Hybrid GA-SVM Feature Selection for Indonesian Sentiment Classification Using LSTM

Integrating User Acceptance Evaluation into District-Level Mobile Health System Design for Maternal Care

A Bilingual Academic Chatbot Based on Semantic Retrieval Using mBERT

Comparative Evaluation of Ensemble Machine Learning Models for Child Stunting Prediction Using Routine Anthropometric Data in Indonesia

Improving Neutral Sentiment Classification in Indonesian E-Wallet Reviews Using Word2Vec and Easy Data Augmentation (EDA)

An Indonesian Mental Health Chatbot Model Based on A Sequence to Sequence LSTM

Multi-Class Mental Health Classification Based on DASS-21 and Perceived Social Support Using Machine Learning Algorithms

Optimizing Small-Data Learning in Elementary Education: An Explainable Restricted Random Forest Approach for Early Warning

Edge-Coordinated Lightweight Quantized ANFIS for Adaptive Microclimate Prediction in Energy-Constrained IoT Systems

Geographically Weighted Machine Learning Model for Untangling Spatial Heterogeneity of Dengue Incidence in West Java

Machine Learning Based Early Warning Model for Delayed Student Graduation: A Sixth-Semester Prediction Approach

Optimizing Diabetic Retinopathy Classification Using EfficientNet-B3 with Data Augmentation and Oversampling

Edge AI-Based Multimodal Biometric Smart Reader Using YOLOv8 for Integrated Academic Attendance Systems

A Nonlinear Utility-Based GDSS Model for Village Development Priority Determination

Performance Comparison of Tree-Based Models for Heart Disease Prediction Using Feature Selection and SMOTE

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