Vol. 8 No. 1 (2026)

Indonesia: Universitas Muhammadiyah Purwokerto • Universitas Qamarul Huda Badaruddin Bagu • Universitas Internasional Batam • Institut Teknologi dan Bisnis Bina Adinata • Universitas Islam Indonesia •

Impact Insight: This issue features collaborative forensic research across 5+ international institutions.

Published: 2025-12-15

Articles

Performance Analysis of Random Forest Algorithm with Smote for Multi-Class Attack Detection

Ratna Komalasari, Mukhlis Prasetyo Aji, Agung Purwo Wicaksono, Maulida Ayu Fitriani

1-12
- PDF
Enhancing Early Diabetes Detection Using Tree-Based Machine Learning Algorithms with SMOTEENN Balancing

Syahrani Lonang, Ahmad Fatoni Dwi Putra, Asno Azzawagama Firdaus, Fahmi Syuhada, Yuan Sa'adati

13-25
- PDF
Enhancing Offline Shopping Experiences With Real-Time Mobile Apps, Specifically in Batam City

Herman, Hernando, Fredian Simanjuntak

26-38
- PDF
Design and Expert Validation of AI-Supported Collaborative Digital Learning Model for Introductory Multimedia Course SPADA Indonesia

Muh. Al Amin, Ahmad Fatoni Dwi Putra

39-49
- PDF
Forensics of Low-Quality Facial Images from CCTV Using The Generative Adversarial Network (GAN) Method

Muhammad Adil Kustian, Ahmad Luthfi

50-64
- PDF

Vol. 8 No. 1 (2026)

Articles

Performance Analysis of Random Forest Algorithm with Smote for Multi-Class Attack Detection

Enhancing Early Diabetes Detection Using Tree-Based Machine Learning Algorithms with SMOTEENN Balancing

Enhancing Offline Shopping Experiences With Real-Time Mobile Apps, Specifically in Batam City

Design and Expert Validation of AI-Supported Collaborative Digital Learning Model for Introductory Multimedia Course SPADA Indonesia

Forensics of Low-Quality Facial Images from CCTV Using The Generative Adversarial Network (GAN) Method

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