Siti Nurmaini

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 26

Top Topics

Top Venues

J. Electr. Comput. Eng.

Int. J. Online Biomed. Eng.

Publications

Yesi Novaria Kunang, Siti Nurmaini, Deris Stiawan, Bhakti Yudho Suprapto
An end-to-end intrusion detection system with IoT dataset using deep learning with unsupervised feature extraction. Int. J. Inf. Sec. 23 (3) (2024)
Annisa Darmawahyuni, Siti Nurmaini, Bambang Tutuko, Muhammad Naufal Rachmatullah, Firdaus, Ade Iriani Sapitri, Anggun Islami, Jordan Marcelino, Rendy Isdwanta, Muhammad Irfan Karim
Health-Related Data Analysis Using Metaheuristic Optimization and Machine Learning. IEEE Access 12 (2024)
Annisa Darmawahyuni, Siti Nurmaini, Muhammad Naufal Rachmatullah, Prazna Paramitha Avi, Samuel Benedict Putra Teguh, Ade Iriani Sapitri, Bambang Tutuko, Firdaus
Improved delineation model of a standard 12-lead electrocardiogram based on a deep learning algorithm. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Annisa Darmawahyuni, Bambang Tutuko, Siti Nurmaini, Muhammad Naufal Rachmatullah, Muhammad Ardiansyah, Firdaus, Ade Iriani Sapitri, Anggun Islami
Accurate Fetal QRS-Complex Classification from Abdominal Electrocardiogram Using Deep Learning. Int. J. Comput. Intell. Syst. 16 (1) (2023)
Siti Nurmaini, Muhammad Naufal Rachmatullah, Patiyus Agustiansyah, Radiyati Umi Partan, Bambang Tutuko, Dian Palupi Rini, Annisa Darmawahyuni, Firdaus, Ade Iriani Sapitri, Akhiar Wista Arum
CervicoXNet: an automated cervicogram interpretation network. Medical Biol. Eng. Comput. 61 (9) (2023)
Siti Nurmaini, Ade Iriani Sapitri, Bambang Tutuko, Muhammad Naufal Rachmatullah, Dian Palupi Rini, Annisa Darmawahyuni, Firdaus, Satria Mandala, Ria Nova, Nuswil Bernolian
Automatic echocardiographic anomalies interpretation using a stacked residual-dense network model. BMC Bioinform. 24 (1) (2023)
Bambang Tutuko, Annisa Darmawahyuni, Siti Nurmaini, Muhammad Naufal Rachmatullah, Firdaus, Sutarno Sutarno, Rossi Passarella, Ade Iriani Sapitri, Anggun Islami, Muhammad Wahyu Ramansyah, Muhammd Isra Al Hadi
Empowering AI-Diagnosis: Deep Learning Abilities for Accurate Atrial Fibrillation Classification. Int. J. Online Biomed. Eng. 19 (17) (2023)
Satria Mandala, Sabilla Suci Amini, Adiwijaya, Aulia Rayhan Syaifullah, Miftah Pramudyo, Siti Nurmaini, Abdul Hanan Abdullah
Enhanced Myocardial Infarction Identification in Phonocardiogram Signals Using Segmented Feature Extraction and Transfer Learning-Based Classification. IEEE Access 11 (2023)
Patiyus Agustiansyah, Siti Nurmaini, Laila Nuranna, Irfannuddin Irfannuddin, Rizal Sanif, Legiran Legiran, Muhammad Naufal Rachmatullah, Gavira Olipa Florina, Ade Iriani Sapitri, Annisa Darmawahyuni
Automated Precancerous Lesion Screening Using an Instance Segmentation Technique for Improving Accuracy. Sensors 22 (15) (2022)
Bambang Tutuko, Muhammad Naufal Rachmatullah, Annisa Darmawahyuni, Siti Nurmaini, Alexander Edo Tondas, Rossi Passarella, Radiyati Umi Partan, Ahmad Rifai, Ade Iriani Sapitri, Firdaus
Short Single-Lead ECG Signal Delineation-Based Deep Learning: Implementation in Automatic Atrial Fibrillation Identification. Sensors 22 (6) (2022)
Siti Nurmaini, Bayu Adhi Tama, Muhammad Naufal Rachmatullah, Annisa Darmawahyuni, Ade Iriani Sapitri, Firdaus, Bambang Tutuko
An improved semantic segmentation with region proposal network for cardiac defect interpretation. Neural Comput. Appl. 34 (16) (2022)
Annisa Darmawahyuni, Siti Nurmaini, Muhammad Naufal Rachmatullah, Bambang Tutuko, Ade Iriani Sapitri, Firdaus, Ahmad Fansyuri, Aldi Predyansyah
Deep learning-based electrocardiogram rhythm and beat features for heart abnormality classification. PeerJ Comput. Sci. 8 (2022)
Linda Atika, Siti Nurmaini, Radiyati Umi Partan, Erwin Sukandi
Image Segmentation for Mitral Regurgitation with Convolutional Neural Network Based on UNet, Resnet, Vnet, FractalNet and SegNet: A Preliminary Study. Big Data Cogn. Comput. 6 (4) (2022)
Dodo Zaenal Abidin, Siti Nurmaini, Erwin, Errissya Rasywir, Yovi Pratama
Indoor Positioning System in Learning Approach Experiments. J. Electr. Comput. Eng. 2021 (2021)
Jasmir Jasmir, Siti Nurmaini, Bambang Tutuko
Fine-Grained Algorithm for Improving KNN Computational Performance on Clinical Trials Text Classification. Big Data Cogn. Comput. 5 (4) (2021)
Siti Nurmaini, Muhammad Naufal Rachmatullah, Ade Iriani Sapitri, Annisa Darmawahyuni, Bambang Tutuko, Firdaus, Radiyati Umi Partan, Nuswil Bernolian
Deep Learning-Based Computer-Aided Fetal Echocardiography: Application to Heart Standard View Segmentation for Congenital Heart Defects Detection. Sensors 21 (23) (2021)
Bambang Tutuko, Siti Nurmaini, Alexander Edo Tondas, Muhammad Naufal Rachmatullah, Annisa Darmawahyuni, Ria Esafri, Firdaus, Ade Iriani Sapitri
AFibNet: an implementation of atrial fibrillation detection with convolutional neural network. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Yesi Novaria Kunang, Siti Nurmaini, Deris Stiawan, Bhakti Yudho Suprapto
Attack classification of an intrusion detection system using deep learning and hyperparameter optimization. J. Inf. Secur. Appl. 58 (2021)
Siti Nurmaini, Annisa Darmawahyuni, Muhammad Naufal Rachmatullah, Jannes Effendi, Ade Iriani Sapitri, Firdaus, Bambang Tutuko
Beat-to-Beat Electrocardiogram Waveform Classification Based on a Stacked Convolutional and Bidirectional Long Short-Term Memory. IEEE Access 9 (2021)
Siti Nurmaini, Muhammad Naufal Rachmatullah, Ade Iriani Sapitri, Annisa Darmawahyuni, Adithia Jovandy, Firdaus, Bambang Tutuko, Rossi Passarella
Accurate Detection of Septal Defects With Fetal Ultrasonography Images Using Deep Learning-Based Multiclass Instance Segmentation. IEEE Access 8 (2020)
Siti Nurmaini, Alexander Edo Tondas, Annisa Darmawahyuni, Muhammad Naufal Rachmatullah, Radiyati Umi Partan, Firdaus, Bambang Tutuko, Ferlita Pratiwi, Andre Herviant Juliano, Rahmi Khoirani
Robust detection of atrial fibrillation from short-term electrocardiogram using convolutional neural networks. Future Gener. Comput. Syst. 113 (2020)
Ade Silvia Handayani, Nyayu Latifah Husni, Siti Nurmaini, Irsyadi Yani
Application of Type-1 and Type-2 Fuzzy Logic Controller for The Real Swarm Robot. Int. J. Online Biomed. Eng. 15 (6) (2019)
Annisa Darmawahyuni, Siti Nurmaini, Sukemi, Wahyu Caesarendra, Vicko Bhayyu, Muhammad Naufal Rachmatullah, Firdaus
Deep Learning with a Recurrent Network Structure in the Sequence Modeling of Imbalanced Data for ECG-Rhythm Classifier. Algorithms 12 (6) (2019)
Deris Stiawan, Mohammad Yazid Bin Idris, Reza Firsandaya Malik, Siti Nurmaini, Nizar Alsharif, Rahmat Budiarto
Investigating Brute Force Attack Patterns in IoT Network. J. Electr. Comput. Eng. 2019 (2019)
Bambang Tutuko, Siti Nurmaini, Saparudin, Gita Fadila Fitriana
Enhancement of Non-Holonomic Leader-Follower Formation Using Interval Type-2 Fuzzy Logic Controller. Int. J. Online Eng. 14 (9) (2018)
Bambang Tutuko, Siti Nurmaini, Rendyansyah, P. P. Aditya, Saparudin
Formation Control Optimization for Odor Localization. SCDM (2016)
Siti Nurmaini, Ahmad Zarkasi
Simple Pyramid RAM-Based Neural Network Architecture for Localization of Swarm Robots. J. Inf. Process. Syst. 11 (3) (2015)
Siti Nurmaini, Bambang Tutuko
A new control architecture in mobile robot navigation based on IT2neuro-fuzzy controller. ICEEI (2011)
Siti Nurmaini, Siti Zaiton Mohd Hashim, Dayang Norhayati Abang Jawawi
An Embedded Interval Type-2 Neuro-Fuzzy Controller for Intelligent Navigation of Mobile Robot. SMC (2009)
Siti Nurmaini, Siti Zaiton Mohd Hashim
An Embedded Fuzzy Type-2 Controller Based Sensor Behavior for Mobile Robot. ISDA (2) (2008)