Deep multi-view feature learning for EEG-based epileptic seizure detection

X Tian, Z Deng, W Ying, KS Choi, D Wu… - … on Neural Systems …, 2019 - ieeexplore.ieee.org
Epilepsy is a neurological illness caused by abnormal discharge of brain neurons, where
epileptic seizure can lead to life-threatening emergencies. By analyzing the encephalogram …

[HTML][HTML] Epileptic EEG patterns recognition through machine learning techniques and relevant time–frequency features

S Chaibi, C Mahjoub, W Ayadi… - Biomedical Engineering …, 2024 - degruyter.com
Objectives The present study is designed to explore the process of epileptic patterns'
automatic detection, specifically, epileptic spikes and high-frequency oscillations (HFOs), via …

[HTML][HTML] Classification of sleep apnea based on sub-band decomposition of EEG signals

R Jayaraj, J Mohan - Diagnostics, 2021 - mdpi.com
To classify between normal and sleep apnea subjects based on sub-band decomposition of
electroencephalogram (EEG) signals. This study comprised 159 subjects obtained from the …

Deteksi Penyakit Epilepsi Melalui Sinyal EEG Menggunakan Metode DWT dan Extreme Gradient Boosting

E Agustin, A Eviyanti, NL Azizah - JURNAL MEDIA …, 2023 - ejurnal.stmik-budidarma.ac.id
Epilepsy is a disorder of the central nervous system due to excessive patterns of electrical
activity in the brain. This disease causes patients to experience repeated seizures in one or …

Epileptic electroencephalogram classification using relative wavelet sub-band energy and wavelet entropy

S Hadiyoso, ID Irawati, A Rizal - International Journal of Engineering, 2021 - ije.ir
Epilepsy is one of the common neurological disorders which can cause unprovoked
seizures. Currently, diagnosis and evaluation are carried out using electroencephalogram …

Javanese document image recognition using multiclass support vector machine

Y Sugianela, N Suciati - CommIT (Communication and …, 2019 - journal.binus.ac.id
Some ancient documents in Indonesia are written in the Javanese script. Those documents
contain the knowledge of history and culture of Indonesia, especially about Java. However …

Deteksi Emosi Berdasarkan Sinyal Suara Manusia Menggunakan Discrete Wavelet Transform (DWT) Dengan Klasifikasi Support Vector Machine (SVM)

TB Putri, S Saidah, B Hidayat… - Jurnal Ilmu Komputer …, 2023 - jiki.jurnal-id.com
Manusia saling berkomunikasi melalui dialog. Suasana hati seseorang merupakan salah
satu faktor yang dapat mempengaruhi kualitas komunikasi. Salah satu bentuk yang …

Application of Machine Learning Algorithm for Mental State Attention Classification Based on Electroencephalogram Signals

K Suwida, SC Hidayati, R Sarno - … International Conference on …, 2023 - ieeexplore.ieee.org
Technological developments provide a new work environment where the human role is
reduced to that of a passive observer. Risk in the workplace might result from a person's …

Multi-parameter measurement tool of heart rate and blood pressure to detect Indonesian car drivers drowsiness

AY Husodo, I Hermawan, W Jatmiko… - … Seminar on Sensors …, 2018 - ieeexplore.ieee.org
According to the Indonesian Traffic Police Center, in 2017 Indonesia ranks the top 4th
countries in South East Asia which has a high number of road accidents. Many of the …

Support vector model to predict smartphone addiction in early adolescents

M Anshori, G Pangestu - AIP Conference Proceedings, 2024 - pubs.aip.org
Smartphones are an object that is always carried everywhere and cannot be separated from
everyday life. Smartphones were created with various purposes and features present in …