Network Traffic Time Series Performance Analysis Using Statistical Methods. - Purnawansyah; Haviluddin; Rayner Alfred; Achmad Fanany Onnilita Gaffar (Knowl. Eng. Data Sci., 2018)

Genetic Algorithmised Neuro Fuzzy System for Forecasting the Online Journal Visitors. - Wayan Firdaus Mahmudy; Aji Prasetya Wibawa; Nadia Roosmalita Sari; Haviluddin; Purnawansyah (Int. J. Comput., 2021)

Backpropagation Neural Network with Combination of Activation Functions for Inbound Traffic Prediction. - Purnawansyah; Haviluddin; Herdianti Darwis; Huzain Azis; Yulita Salim (Knowl. Eng. Data Sci., 2021)

Evaluation of Tourism Object Rating Using Naïve Bayes, Support Vector Machine, and K-Means for Business Intelligence Application in Indonesia Tourism. - Sitti Rahmah Jabir; Purnawansyah; Herdianti Darwis; Harlinda Lahuddin; Amaliah Faradibah; Andi Widya Mufila Gaffar (IMCOM, 2024)

Memory Efficient with Parameter Efficient Fine-Tuning for Code Generation Using Quantization. - Purnawansyah; Zahrizhal Ali; Herdianti Darwis; Lutfi Budi Ilmawan; Sitti Rahmah Jabir; Abdul Rachman Manga (IMCOM, 2024)

A Comparative Study of YOLO Models for Enhanced Vehicle Detection in Complex Aerial Scenarios. - Huzain Azis; Nasrullah; Munaisyah Abdullah; Suriana Ismail; Purnawansyah; Lukman Syafie (IMCOM, 2025)

A Deep Learning Approach for Improving Waste Classification Accuracy with ResNet50 Feature Extraction. - Herdianti Darwis; Rahma Puspitasari; Purnawansyah; Wistiani Astuti; Dedy Atmajaya; Mardiyyah Hasnawi (IMCOM, 2025)

Application of Ensemble Machine Learning for DDoS Detection in Complex Network Environments. - Purnawansyah; Naufal Abiyyu Supriadi; Abdul Rachman Manga; Rabiatul Adawiyah; Harlinda; Tasrif Hasanuddin (IMCOM, 2025)

A Comparison of Accuracy: KNN, TabNet, and Wide & Deep Learning for DDoS Attack Detection in Software Defined Network. - Ramdan Satra; Imran Afdillah Dahlan; Herdianti Darwis; Purnawansyah; Syariful Mujaddid; Farniwati Fattah (IMCOM, 2025)

An in-depth exploration of supervised and semi-supervised learning on face recognition. - Purnawansyah; Aji Prasetya Wibawa; Triyanna Widiyaningtyas; Haviluddin; Herdianti Darwis; Huzain Azis (Open Comput. Sci., 2025)