Fauzi Adi Rafrastara, M.Cs

Dosen Teknik Informatika

Fakultas Ilmu Komputer, Universitas Dian Nuswantoro, Kota Semarang

fauziadi@dsn.dinus.ac.id

Penelitian dan Pengabdian Internal

1. 2021 – Pengembangan User Interface Composer
   

Penelitian Publish

1. 2024 – Komparasi dan Implementasi Algoritma Regresi Machine Learning untuk Prediksi Indeks Harga Saham Gabungan. Jurnal Informatika: Jurnal Pengembangan IT 9 (1), 12-17
2. 2024 – Malware Detection Using K-Nearest Neighbor Algorithm and Feature Selection. JURNAL MEDIA INFORMATIKA BUDIDARMA 8 (1), 412-420
3. 024 – Performance Comparison of k-Nearest Neighbor Algorithm with Various k Values and Distance Metrics for Malware Detection. JURNAL MEDIA INFORMATIKA BUDIDARMA 8 (1), 450-458
4. 2023 – Performance Improvement of Random Forest Algorithm for Malware Detection on Imbalanced Dataset using Random Under-Sampling Method. Jurnal Informatika: Jurnal Pengembangan IT 8 (2), 113-118
5. 2023 – Menavigasi Dunia Digital dengan Meningkatkan Literasi Office, TI, dan Internet di Kalangan Siswa-Siswi Pondok Pesantren Raudhatul Qur’an. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (2), 628-634
6. 2023 – Pemanfaatan Algoritma K-Means untuk Membuktikan Implementasi Undang-Undang Pelanggaran Hukum Korupsi di Pengadilan Negeri Banjarmasin. Jurnal Informatika: Jurnal Pengembangan IT 8 (2), 149-154
7. 2023 – Pengembangan Sistem Klasifikasi Karakteristik Siswa Berbasis Website dengan menggunakan Algoritma C4. 5. Jurnal Informatika: Jurnal Pengembangan IT 8 (1), 17-21
8. 2023 – Deteksi Malware menggunakan Metode Stacking berbasis Ensemble. Jurnal Informatika: Jurnal Pengembangan IT 8 (1), 11-16
9. 2022 – Website-Based System Prototype Development for Classify Student Characteristics. Journal of Intelligent Computing and Health Informatics (JICHI) 3 (1), 9-17
10. 2022 – Comparative Study of Classification Algorithms for Website Phishing Detection on Multiple Datasets. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
11. 2022 – Comparison of Acoustic Characteristic among Electronic, Human-Played and Robot-Played Demung. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
12. 2022 – Systematic Review of Educational Data Mining for Student Performance Prediction using Bibliometric Network Analysis (SeBriNA). 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
13. 2022 – The Use of Cluster Computing and Random Forest Algoritm for Flight Delay Prediction. International Journal of Computer Science and Information Security (IJCSIS)