Scopus Documents

Total : 382

Q1
CICIDS-2017 Dataset Feature Analysis with Information Gain for Anomaly Detection
Authors : DERIS STIAWAN
Citation : 176
Cover Date : 2020-01-01
Type Doc : Journal
Publication Name : IEEE Access
ISSN :
DOI : 10.1109/ACCESS.2020.3009843
Q1
Attack classification of an intrusion detection system using deep learning and hyperparameter optimization
Authors : SITI NURMAINI,DERIS STIAWAN
Citation : 113
Cover Date : 2021-05-01
Type Doc : Journal
Publication Name : Journal of Information Security and Applications
ISSN : 22142134
DOI : 10.1016/j.jisa.2021.102804
Q3
WhatsApp, viber and telegram: Which is the best for instant messaging?
Authors : DERIS STIAWAN
Citation : 97
Cover Date : 2016-06-01
Type Doc : Journal
Publication Name : International Journal of Electrical and Computer Engineering
ISSN : 20888708
DOI : 10.11591/ijece.v6i3.10271
Q2
Deep learning-based stacked denoising and autoencoder for ECG heartbeat classification
Authors : SITI NURMAINI,BAMBANG TUTUKO,FIRDAUS
Citation : 88
Cover Date : 2020-01-01
Type Doc : Journal
Publication Name : Electronics (Switzerland)
ISSN :
DOI : 10.3390/electronics9010135
Q2
The Fast Health Interoperability Resources (FIHR) Standard: Systematic literature review of implementations, pplications, challenges and opportunities
Authors : DERIS STIAWAN
Citation : 72
Cover Date : 2021-07-01
Type Doc : Journal
Publication Name : JMIR Medical Informatics
ISSN :
DOI : 10.2196/21929
Q2
An automated ECG beat classification system using deep neural networks with an unsupervised feature extraction technique
Authors : SITI NURMAINI,FIRDAUS
Citation : 60
Cover Date : 2019-07-01
Type Doc : Journal
Publication Name : Applied Sciences (Switzerland)
ISSN :
DOI : 10.3390/app9142921
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Automatic Features Extraction Using Autoencoder in Intrusion Detection System
Authors : SITI NURMAINI,DERIS STIAWAN
Citation : 58
Cover Date : 2019-01-07
Type Doc : Conference Proceeding
Publication Name : Proceedings of 2018 International Conference on Electrical Engineering and Computer Science, ICECOS
ISSN :
DOI : 10.1109/ICECOS.2018.8605181
Q1
Robust detection of atrial fibrillation from short-term electrocardiogram using convolutional neural networks
Authors : SITI NURMAINI,BAMBANG TUTUKO,FIRDAUS
Citation : 56
Cover Date : 2020-12-01
Type Doc : Journal
Publication Name : Future Generation Computer Systems
ISSN : 0167739X
DOI : 10.1016/j.future.2020.07.021
Q2
Investigating Brute Force Attack Patterns in IoT Network
Authors : SITI NURMAINI,REZA FIRSANDAYA MALIK,DERIS STIAWAN
Citation : 51
Cover Date : 2019-01-01
Type Doc : Journal
Publication Name : Journal of Electrical and Computer Engineering
ISSN : 20900147
DOI : 10.1155/2019/4568368
Q2
Deep learning with a recurrent network structure in the sequence modeling of imbalanced data for ECG-rhythm classifier
Authors : SITI NURMAINI,FIRDAUS,SUKEMI
Citation : 47
Cover Date : 2019-06-01
Type Doc : Journal
Publication Name : Algorithms
ISSN :
DOI : 10.3390/a12060118