Siti Nurmaini

Attack classification of an intrusion detection system using deep learning and hyperparameter optimization

Yesi Novaria Kunang, Siti Nurmaini, Deris Stiawan et al. · Journal of Information Security and Applications · 2021 · 204 citations

Hyperparameter Optimization, Ddos Detection, Engineering +11

Deep Learning-Based Stacked Denoising and Autoencoder for ECG Heartbeat Classification

Siti Nurmaini, Annisa Darmawahyuni, Akhmad Noviar Sakti Mukti et al. · Electronics · 2020 · 142 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Robust detection of atrial fibrillation from short-term electrocardiogram using convolutional neural networks

Siti Nurmaini, Alexander Edo Tondas, Annisa Darmawahyuni et al. · Future Generation Computer Systems · 2020 · 102 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Automatic Features Extraction Using Autoencoder in Intrusion Detection System

Yesi Novaria Kunang, Siti Nurmaini, Deris Stiawan et al. · 2018 · 95 citations

Anomaly Detection, Machine Learning, Data Science +15

An Automated ECG Beat Classification System Using Deep Neural Networks with an Unsupervised Feature Extraction Technique

Siti Nurmaini, Radiyati Umi Partan, Wahyu Caesarendra et al. · Applied Sciences · 2019 · 93 citations · Full text

Electrophysiological Evaluation, Engineering, Machine Learning +15