Indonesian Journal of Artificial Intelligence and Data Mining

Indonesian Journal of Artificial Intelligence and Data Mining (IJAIDM) is an electronic periodical publication published by Puzzle Research Data Technology (Predatech) Faculty of Science and Technology UIN Sultan Syarif Kasim Riau, Indonesia. IJAIDM provides online media to publish scientific articles from research in the field of Artificial Intelligence and Data Mining.

IJAIDM will be published 2 (two) times a year, in March and September, each edition contains 7 (seven) articles. Articles may be written in English with 20% Similarity. Articles submitted to IJAIDM will be reviewed at least by 2 (two) reviewers. The submitted article must meet the assessment criteria and in accordance with the instructions and templates provided by IJAIDM. The author should upload the Statement of Intellectual/ Copyright Rights when submitting the manuscript. Paper must be sent to Open Journal System (OJS) with .doc or .docx format. IJAIDM is registered in National Library with Number International Standard Serial Number (ISSN) Printed: 2614-3372 and Online 2614-6150. IJAIDM uses Turnitin plagiarism checks, Mendeley for reference management and supported by Crossref (DOI) for identification of scientific paper. Organization Statement Letter of Chancellor: 2018 | 2019 | 2020 | 2021

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Journal Homepage Image

Journal title: Indonesian Journal of Artificial Intelligence and Data Mining
Initial: IJAIDM
Frequency: 2 Issues per Year
DOI: Crossref
Editor in Chief: Mustakim, S.T., M.Kom. [Scopus | Google Scholar | Sinta]
Publisher: Puzzle Research Data Technology (Predatech) UIN Sultan Syarif Kasim Riau
Accredite: SINTA 3 KEMENDIKBUD
Language: English
Similarity Check: Under 20% Turnitin
Publish Online: March and September
Management References: Mendeley (Min 20 References Intenational Journal)

International Contributor (Editor, Reviewer and Author)

           

Indonesian Journal of Artificial Intelligence and Data Mining (IJAIDM) indexing by:

 

Attention:
Authors who have submitted to IJAIDM and have received assessment results from reviewers, please immediately fix your paper (if revised) within a maximum 30 days. If within that time there is no news, information and notification either via email (ijaidm@uin-suska.ac.id) or via WhatsApp (Fast Response), we from IJAIDM Team will reject the paper and include the author on IJAIDM blacklist.

Announcements

 

IJAIDM Publication Changes

  

Starting Volume 8 in 2025, the Indonesian Journal of Artificial Intelligence and Data Mining (IJAIDM) will be published 3 times a year (March, July and November).

  
Posted: 2024-03-01 More...
 
More Announcements...

Vol 8, No 3 (2025): November 2025

Table of Contents

Articles

Carbon Emission Trends (1999–2022): Forecasting Association of Southeast Asian Nations (ASEAN)'s Future Using a Hybrid Approach to Support Zero-Emission Policies
DOI : 10.24014/ijaidm.v8i3.36685 | Abstract views : 97 times
Muhammad Rama Dhika, Sri Lestari
PDF
544-557
Advanced Machine Learning Implementation for Early Detection and Prediction of Alzheimer's Disease
DOI : 10.24014/ijaidm.v8i3.38004 | Abstract views : 115 times
Christian Petrus Silalahi, Sri Lestari
PDF
558-568
Big Data Analytics for Predicting Depression Risk in Generation Z: Integrating Self-Organizing Maps and Long Short-Term Memory
DOI : 10.24014/ijaidm.v8i3.38011 | Abstract views : 115 times
Joy Nasten Sinaga, Nuraina Nuraina, Frans Mikael Sinaga, Kelvin Kelvin, Nurhayati Nurhayati
PDF
569-578
Prediction of Student Academic Stress Levels Using the Decision Tree Algorithm and Particle Swarm Optimization
DOI : 10.24014/ijaidm.v8i3.38081 | Abstract views : 107 times
Syifa Ghina Dzakiyyah, Deni Mahdiana
PDF
579-591
A Smart Architecture for Stunting Prediction: Implementing the SOM–Voting Classifier on Healthcare Big Data
DOI : 10.24014/ijaidm.v8i3.38000 | Abstract views : 96 times
Kelvin Kelvin, Sunaryo Winardi, Frans Mikael Sinaga, Hardy Hardy, Erwin Setiawan Panjaitan, Ng Poi Wong, Ferawaty Ferawaty, Justine Lim, Grace Putri Wijaya
PDF
592-601
Discovering Prescription Patterns in Type 2 Diabetes Based on Demographic Attributes Using Association Rules
DOI : 10.24014/ijaidm.v8i3.38082 | Abstract views : 66 times
Putri Yani, Maulida Hikmah, Deni Mahdiana
PDF
602-610
Early Detection of Hepatitis Disease Using Machine Learning Algorithms
DOI : 10.24014/ijaidm.v8i3.38084 | Abstract views : 69 times
Maya Gian Sister, Yulia Nita, Achmad Solichin
PDF
611-621
AI-Based Prediction of Fatalities in Flight Accidents: Insights from 75 Years of Aviation Accident Records
DOI : 10.24014/ijaidm.v8i3.37948 | Abstract views : 143 times
Muhammad Ridho Ramadhan, Avelia Fairuz Faadhilah, Roniyansyah Roniyansyah, Elmo Juanara
PDF
622-634
Early Detection of Dengue Hemorrhagic Fever Using Patient Medical Data with Ensemble Learning Methods
DOI : 10.24014/ijaidm.v8i3.38088 | Abstract views : 105 times
Achmad Saleh, Ridha Mukhtar, Rusdah Rusdah
PDF
635-645
Deep Support Vector Data Description for Anomaly Detection in Credit Insurance Claim Processes
DOI : 10.24014/ijaidm.v8i3.38134 | Abstract views : 95 times
Sari Ramadhana, Erna Budhiarti Nababan, Opim Salim Sitompul
PDF
646-656
Real-Time Access Control System with YOLOv11-Based Face and Blink Detection
DOI : 10.24014/ijaidm.v8i3.36812 | Abstract views : 91 times
Namira Nur Rifani, RD. Kusumanto, Nyayu Latifah Husni
PDF
657-666
Predicting Student Learning Outcomes in Vocational Computer and Network Engineering Using Naïve Bayes
DOI : 10.24014/ijaidm.v8i3.38333 | Abstract views : 64 times
Lailam Baridah, Raissa Amanda Putri
PDF
667-676
Comparative Evaluation of Optuna-Optimized Radial Basis Function and Sigmoid Kernels in Support Vector Machine for Smart Air Quality Classification
DOI : 10.24014/ijaidm.v8i3.37563 | Abstract views : 22 times
Nanda Galea, A Rahman, Renny Maulidda, Nyayu Latifah Husni
PDF
677-686
A RAG-Based Academic Information Chatbot Using Lightweight LLaMA and Indo-Sencence-BERT
DOI : 10.24014/ijaidm.v8i3.38150 | Abstract views : 18 times
Muhamad Saman, Gusti Ahmad Fanshuri Alfarisy, Rizky Amelia, Nisa Rizqiza Fadhliana
PDF
687-696
Forex Price Predictions using Hybrid TCN-LSTM and LSTM-TCN Models
DOI : 10.24014/ijaidm.v8i3.38354 | Abstract views : 24 times
Caroline Caroline, Wulan Sri Lestari, Mustika Ulina
PDF
697-705
Swin Transformer V2 for Invasive Ductal Carcinoma Classification in Histopathological Imaging
DOI : 10.24014/ijaidm.v8i3.38606 | Abstract views : 22 times
Puguh Aiman Ariyanto, Untari Novia Wisesty
Enhancing Student Performance Classification Through Dimensionality Reduction and Feature Selection in Machine Learning
DOI : 10.24014/ijaidm.v8i3.37783 | Abstract views : 16 times
Mustakim Mustakim, Windy Junita Sari, Fara Ulfa
Comparative Study: Performance Comparison of You Only Look Once and Convolutional Neural Networks Algorithms in Human Object Detection
DOI : 10.24014/ijaidm.v8i3.37676 | Abstract views : 18 times
Dewi Permata Sari, M. Akbar Tri Ramadhani, Abdurrahman Abdurrahman
Development of a Hand Gesture Detection-Based Robot System with MediaPipe
DOI : 10.24014/ijaidm.v8i3.37678 | Abstract views : 11 times
Selamat Muslimin, Ekawati Prihatini, Tri Martin
Spice Image Classification Using ResNet50 and Augmentation Technique
DOI : 10.24014/ijaidm.v8i3.37862 | Abstract views : 13 times
Julio Francisco Bacun, Irfan Pratama