Firdaus Firdaus
Universitas Muhammadiyah Semarang(ID)
Publications by Year
Research Areas
Edcuational Technology Systems, Computer Science and Engineering, ECG Monitoring and Analysis, Data Mining and Machine Learning Applications, Multimedia Learning Systems
Most-Cited Works
- → Deep Learning-Based Stacked Denoising and Autoencoder for ECG Heartbeat Classification(2020)143 cited
- → Robust detection of atrial fibrillation from short-term electrocardiogram using convolutional neural networks(2020)102 cited
- → Automatic Features Extraction Using Autoencoder in Intrusion Detection System(2018)97 cited
- → An Automated ECG Beat Classification System Using Deep Neural Networks with an Unsupervised Feature Extraction Technique(2019)94 cited
- → Deep Learning-Based Computer-Aided Fetal Echocardiography: Application to Heart Standard View Segmentation for Congenital Heart Defects Detection(2021)71 cited
- → Deep Learning with a Recurrent Network Structure in the Sequence Modeling of Imbalanced Data for ECG-Rhythm Classifier(2019)66 cited
- → AFibNet: an implementation of atrial fibrillation detection with convolutional neural network(2021)61 cited
- → Deep Learning for Improving the Effectiveness of Routine Prenatal Screening for Major Congenital Heart Diseases(2022)51 cited
- → Accurate Detection of Septal Defects With Fetal Ultrasonography Images Using Deep Learning-Based Multiclass Instance Segmentation(2020)47 cited
- → Electrocardiogram signal classification for automated delineation using bidirectional long short-term memory(2020)44 cited