Purnawansyah

According to our database, Purnawansyah authored at least 10 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

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

Proceedings of the 19th International Conference on Ubiquitous Information Management and Communication, 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

Proceedings of the 19th International Conference on Ubiquitous Information Management and Communication, 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

Proceedings of the 19th International Conference on Ubiquitous Information Management and Communication, 2025

A Comparative Study of YOLO Models for Enhanced Vehicle Detection in Complex Aerial Scenarios.

Huzain Azis, Nasrullah, Munaisyah Abdullah, Suriana Ismail, Purnawansyah, Lukman Syafie

Proceedings of the 19th International Conference on Ubiquitous Information Management and Communication, 2025

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

Proceedings of the 18th International Conference on Ubiquitous Information Management and Communication, 2024

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

Proceedings of the 18th International Conference on Ubiquitous Information Management and Communication, 2024

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

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

2018

Network Traffic Time Series Performance Analysis Using Statistical Methods.

Purnawansyah, Haviluddin, Rayner Alfred, Achmad Fanany Onnilita Gaffar

Knowl. Eng. Data Sci., 2018