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Siti Nurmaini
Siti Nurmaini
Intelligent System Research Group (ISysRG), Faculty of Computer Science, Universitas Sriwijaya
Verified email at unsri.ac.id - Homepage
Title
Cited by
Cited by
Year
Attack classification of an intrusion detection system using deep learning and hyperparameter optimization
YN Kunang, S Nurmaini, D Stiawan, BY Suprapto
Journal of Information Security and Applications 58, 102804, 2021
1362021
Deep Learning-Based Stacked Denoising and Autoencoder for ECG Heartbeat Classification
S Nurmaini, A Darmawahyuni, ANS Mukti, MN Rachmatullah, F Firdaus, ...
Electronics 9 (1), 1-18, 2020
1192020
Investigating brute force attack patterns in IoT network
D Stiawan, M Idris, RF Malik, S Nurmaini, N Alsharif, R Budiarto
Journal of Electrical and Computer Engineering 2019, 2019
872019
Automatic Features Extraction Using Autoencoder in Intrusion Detection System
YN Kunang, S Nurmaini, D Stiawan, A Zarkasih, Firdaus, Jasmir
2018 International Conference on Electrical Engineering and Computer Science …, 2018
782018
Robust detection of atrial fibrillation from short-term electrocardiogram using convolutional neural networks
S Nurmaini, AE Tondas, A Darmawahyuni, MN Rachmatullah, RU Partan, ...
Future Generation Computer Systems 113, 304-317, 2020
732020
An Automated ECG Beat Classification System Using Deep Neural Networks with an Unsupervised Feature Extraction Technique
S Nurmaini, RU Partan, W Caesarendra, T Dewi, MN Rachmatullah, ...
Applied Sciences 9 (14), 2019
732019
Inverse Kinematic Analysis of 4 DOF Pick and Place Arm Robot Manipulator Using Fuzzy Logic Controller
T Dewi, S Nurmaini, P Risma, Y Oktarina, M Roriz
International Journal of Electrical and Computer Engineering 10 (2), 1376-1386, 2020
702020
Deep Learning with a Recurrent Network Structure in the Sequence Modeling of Imbalanced Data for ECG-Rhythm Classifier
A Darmawahyuni, S Nurmaini, Sukemi, W Caesarendra, V Bhayyu, ...
Algorithms 12 (6), 1-12, 2019
602019
AFibNet: an implementation of atrial fibrillation detection with convolutional neural network
B Tutuko, S Nurmaini, AE Tondas, MN Rachmatullah, A Darmawahyuni, ...
BMC Medical Informatics and Decision Making 21, 1-17, 2021
432021
Deep Learning‐Based Computer‐Aided Fetal Echocardiography: Application to Heart Standard View Segmentation for Congenital Heart Defects Detection
S Nurmaini, AI Rachmatullah, Muhammad Naufal, Sapitri, ...
Sensors 21 (8007), 2021
382021
Intelligent Robotics Navigation System: Problems, Methods, and Algorithm
S Nurmaini, B Tutuko
Indonesian Journal of Electrical and Computer Engineering 7 (6), 2017
372017
Accurate detection of septal defects with fetal ultrasonography images using deep learning-based multiclass instance segmentation
S Nurmaini, MN Rachmatullah, AI Sapitri, A Darmawahyuni, A Jovandy, ...
IEEE Access 8, 196160-196174, 2020
342020
Coronary Heart Disease Interpretation Based on Deep Neural Network
A Darmawahyuni, S Nurmaini, Firdaus
Computer Engineering and Applications Journa 8 (1), 1-12, 2019
342019
Anomaly detection and monitoring in Internet of Things communication
D Stiawan, yazid Idris, F Malik, S Nurmaini, R Budiarto
Conference: 2016 8th International Conference on Information Technology and …, 2016
332016
Electrocardiogram Signal Classification for Automated Delineation using Bidirectional Long Short-Term Memory
S Nurmaini, E Tondas, A, A Darmawahyuni, N Rachmatullah, M, J Effendi, ...
Informatics in Medicine Unlocked 22 (100507), 2021
312021
Cardiac Arrhythmias Classification Using Deep Neural Networks and Principal Component Analysis Algorithm
S Nurmaini, RU Partan, MR Rahmatullah, A Ghanie
International Journal of Advances in Soft Computing and Its Applications 10 …, 2018
312018
Congestive heart failure waveform classification based on short time-step analysis with recurrent network
A Darmawahyuni, S Nurmaini, M Yuwandini, MN Rachmatullah, F Firdaus, ...
Informatics in Medicine Unlocked 21, 100441, 2020
272020
An embedded interval type-2 neuro-fuzzy controller for mobile robot navigation
S Nurmaini, S Zaiton, D Norhayati
2009 IEEE International Conference on Systems, Man and Cybernetics, 4315-4321, 2009
272009
Deep learning with long short-term memory for enhancement myocardial infarction classification
A Darmawahyuni, S Nurmaini
2019 6th International Conference on Instrumentation, Control, and …, 2019
252019
Simple Pyramid RAM-Based Neural Network Architecture for Localization of Swarm Robots
S Nurmaini, A Zarkasi
Journal of Information Processing Systems 11 (3), 370-388, 2015
232015
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Articles 1–20