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Home > Archives > Vol 8, No 3 (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 : 146 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 : 166 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 : 195 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 : 147 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 : 129 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 : 87 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 : 95 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 : 181 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 : 144 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 : 123 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 : 114 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 : 93 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 : 58 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 : 66 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 : 102 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 : 79 times Puguh Aiman Ariyanto, Untari Novia Wisesty

PDF 706-716

Enhancing Student Performance Classification Through Dimensionality Reduction and Feature Selection in Machine Learning DOI : 10.24014/ijaidm.v8i3.37783 | Abstract views : 56 times Mustakim Mustakim, Windy Junita Sari, Fara Ulfa

PDF 717-727

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 : 68 times Dewi Permata Sari, M. Akbar Tri Ramadhani, Abdurrahman Abdurrahman

PDF 728-736

Development of a Hand Gesture Detection-Based Robot System with MediaPipe DOI : 10.24014/ijaidm.v8i3.37678 | Abstract views : 44 times Selamat Muslimin, Ekawati Prihatini, Tri Martin

PDF 737-745

Spice Image Classification Using ResNet50 and Augmentation Technique DOI : 10.24014/ijaidm.v8i3.37862 | Abstract views : 72 times Julio Francisco Bacun, Irfan Pratama

PDF 746-753

Hybrid Reinforcement and Evolutionary Learning Model for Adaptive Pathway Optimization In Computer Networks Education DOI : 10.24014/ijaidm.v8i3.38398 | Abstract views : 51 times Sherly Rosa Anggraeni, Dian Julianto Wahyudi, Waode Yunia Silviariza, Rachmy Rosyida Ro’is, Narandha Arya Ranggianto

PDF 754-764

Facial Expression Detection of Autism Children Using ResNet-50 in Convolutional Neural Network Algorithm DOI : 10.24014/ijaidm.v8i3.37755 | Abstract views : 47 times Ekawati Prihatini, Selamat Muslimin, Muhammad Rizki Darmawan

PDF 765-775

Analysis of Spotify User Sentiment to Improve Customer Satisfaction Using Opinion Mining and Latent Dirichlet Allocation Based on E-Satisfaction Dimensions DOI : 10.24014/ijaidm.v8i3.38480 | Abstract views : 57 times Mutawakkil Samjas, Armin Darmawan

PDF 776-787