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 : 83 times
Muhammad Rama Dhika, Sri Lestari
PDF
478-491
Advanced Machine Learning Implementation for Early Detection and Prediction of Alzheimer's Disease
DOI : 10.24014/ijaidm.v8i3.38004 | Abstract views : 96 times
Christian Petrus Silalahi, Sri Lestari
PDF
492-502
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 : 92 times
Joy Nasten Sinaga, Nuraina Nuraina, Frans Mikael Sinaga, Kelvin Kelvin, Nurhayati Nurhayati
PDF
503-512
Prediction of Student Academic Stress Levels Using the Decision Tree Algorithm and Particle Swarm Optimization
DOI : 10.24014/ijaidm.v8i3.38081 | Abstract views : 99 times
Syifa Ghina Dzakiyyah, Deni Mahdiana
PDF
513-525
A Smart Architecture for Stunting Prediction: Implementing the SOM–Voting Classifier on Healthcare Big Data
DOI : 10.24014/ijaidm.v8i3.38000 | Abstract views : 84 times
Kelvin Kelvin, Sunaryo Winardi, Frans Mikael Sinaga, Hardy Hardy, Erwin Setiawan Panjaitan, Ng Poi Wong, Ferawaty Ferawaty, Justine Lim, Grace Putri Wijaya
PDF
526-535
Discovering Prescription Patterns in Type 2 Diabetes Based on Demographic Attributes Using Association Rules
DOI : 10.24014/ijaidm.v8i3.38082 | Abstract views : 57 times
Putri Yani, Maulida Hikmah, Deni Mahdiana
PDF
536-544
Early Detection of Hepatitis Disease Using Machine Learning Algorithms
DOI : 10.24014/ijaidm.v8i3.38084 | Abstract views : 63 times
Maya Gian Sister, Yulia Nita, Achmad Solichin
PDF
545-555
AI-Based Prediction of Fatalities in Flight Accidents: Insights from 75 Years of Aviation Accident Records
DOI : 10.24014/ijaidm.v8i3.37948 | Abstract views : 128 times
Muhammad Ridho Ramadhan, Avelia Fairuz Faadhilah, Roniyansyah Roniyansyah, Elmo Juanara
PDF
556-568
Early Detection of Dengue Hemorrhagic Fever Using Patient Medical Data with Ensemble Learning Methods
DOI : 10.24014/ijaidm.v8i3.38088 | Abstract views : 77 times
Achmad Saleh, Ridha Mukhtar, Rusdah Rusdah
PDF
569-579
Deep Support Vector Data Description for Anomaly Detection in Credit Insurance Claim Processes
DOI : 10.24014/ijaidm.v8i3.38134 | Abstract views : 92 times
Sari Ramadhana, Erna Budhiarti Nababan, Opim Salim Sitompul
PDF
580-590
Real-Time Access Control System with YOLOv11-Based Face and Blink Detection
DOI : 10.24014/ijaidm.v8i3.36812 | Abstract views : 85 times
Namira Nur Rifani, RD. Kusumanto, Nyayu Latifah Husni
PDF
591-600
Predicting Student Learning Outcomes in Vocational Computer and Network Engineering Using Naïve Bayes
DOI : 10.24014/ijaidm.v8i3.38333 | Abstract views : 58 times
Lailam Baridah, Raissa Amanda Putri
PDF
601-611
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 : 2 times
Nanda Galea, A Rahman, Renny Maulidda, Nyayu Latifah Husni
A RAG-Based Academic Information Chatbot Using Lightweight LLaMA and Indo-Sencence-BERT
DOI : 10.24014/ijaidm.v8i3.38150 | Abstract views : 2 times
Muhamad Saman, Gusti Ahmad Fanshuri Alfarisy, Rizky Amelia, Nisa Rizqiza Fadhliana
Forex Price Predictions using Hybrid TCN-LSTM and LSTM-TCN Models
DOI : 10.24014/ijaidm.v8i3.38354 | Abstract views : 2 times
Caroline Caroline, Wulan Sri Lestari, Mustika Ulina
Swin Transformer V2 for Invasive Ductal Carcinoma Classification in Histopathological Imaging
DOI : 10.24014/ijaidm.v8i3.38606 | Abstract views : 1 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 : 3 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 : 3 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 : 2 times
Selamat Muslimin, Ekawati Prihatini, Tri Martin
Spice Image Classification Using ResNet50 and Augmentation Technique
DOI : 10.24014/ijaidm.v8i3.37862 | Abstract views : 2 times
Julio Francisco Bacun, Irfan Pratama