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Firdaus
Firdaus
Intelligent System Research Group, Faculty of Computer Science, Universitas Sriwijaya
Verified email at unsri.ac.id - Homepage
Title
Cited by
Cited by
Year
Deep learning-based stacked denoising and autoencoder for ECG heartbeat classification
S Nurmaini, A Darmawahyuni, AN Sakti Mukti, MN Rachmatullah, ...
Electronics 9 (1), 135, 2020
1242020
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
752020
An automated ECG beat classification system using deep neural networks with an unsupervised feature extraction technique
S Nurmaini, R Umi Partan, W Caesarendra, T Dewi, ...
Applied sciences 9 (14), 2921, 2019
742019
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), 118, 2019
632019
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
352020
Electrocardiogram signal classification for automated delineation using bidirectional long short-term memory
S Nurmaini, AE Tondas, A Darmawahyuni, MN Rachmatullah, J Effendi, ...
Informatics in Medicine Unlocked 22, 100507, 2021
332021
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
292020
Potential for a web-based management information system to improve malaria control: An exploratory study in the Lahat District, South Sumatra Province, Indonesia
H Hasyim, F Firdaus, A Prabawa, P Dale, H Harapan, DA Groneberg, ...
PloS one 15 (6), e0229838, 2020
162020
Garbage monitoring and warning system
NL Husni, E Prihatini, A Silvia
2019 International Conference on Electrical Engineering and Computer Science …, 2019
162019
Face movement detection using template matching
A Zarkasi, S Nurmaini, D Stiawan, H Ubaya, Y Sanjaya, YN Kunang
2018 International Conference on Electrical Engineering and Computer Science …, 2018
152018
Garbage Box (G-Box) Designing and Monitoring
NL Husni, AS Handayani, S Muslimin, N Alfarizal
2019 34th International Technical Conference on Circuits/Systems, Computers …, 2019
132019
Geofencing based technology towards child abuse prevention
SP Raflesia, D Lestarini
2017 International Conference on Electrical Engineering and Computer Science …, 2017
92017
A Reasoning Technique for Taxonomy Expert System of Living Organisms
F Firdaus, SI Maiyanti
Annual Research Seminar: Computer Science and Information and Communications …, 2016
72016
Author matching using string similarities and deep neural networks
Z YAMANI, S NURMAINI, WK SARI
Sriwijaya International Conference on Information Technology and Its …, 2020
52020
Spatio-temporal analysis of South Sumatera hotspot distribution
SN Firdaus, Septriani, A. Meiriza, R. F. Malik
2017 International Conference on Electrical Engineering and Computer Science …, 2017
52017
Author identification in bibliographic data using deep neural networks
F Firdaus, S Nurmaini, RF Malik, A Darmawahyuni, MN Rachmatullah, ...
TELKOMNIKA (Telecommunication Computing Electronics and Control) 19 (3), 911-919, 2021
42021
Deep neural network structure to improve individual performance based author classification
F Firdaus, M Anshori, SP Raflesia, A Zarkasi, M Afrina, S Nurmaini
Computer Engineering and Applications Journal 8 (1), 77-83, 2019
42019
Information Framework of Pervasive Real Time Monitoring System: Case of Peat Land Forest Fires and Air Quality in South Sumatera, Indonesia
S Nurmaini, RF Malik, D Stiawan, B Tutuko
IOP Conference Series: Materials Science and Engineering 190 (1), 012029, 2017
42017
Neural network technique with deep structure for improving author homonym and synonym classification in digital libraries
F Firdaus, S Nurmaini, VOK Putra, A Darmawahyuni, RF Malik, ...
TELKOMNIKA (Telecommunication Computing Electronics and Control) 19 (4 …, 2021
22021
Abnormality Heartbeat Classification of ECG Signal Using Deep Neural Network and Autoencoder
BW Putra, M Fachrurrozi, MR Sanjaya, A Muliawati, ANS Mukti, ...
2019 International Conference on Informatics, Multimedia, Cyber and …, 2019
22019
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