Epileptic-seizure classification using phase-space representation of FBSE-EWT based EEG sub-band signals and ensemble learners

Epileptic seizure detection using 1 D-convolutional long short-term memory neural networks

(2021) Waqar Hussain et al.   APPLIED ACOUSTICS

Epilepsy Detection From EEG Using Complex Network Techniques: A Review

(2021) Supriya Supriya et al.   IEEE Reviews in Biomedical Engineering

Seizures classification based on higher order statistics and deep neural network

(2020) Rahul Sharma et al.   Biomedical Signal Processing and Control

Automated Alcoholism Detection Using Fourier-Bessel Series Expansion Based Empirical Wavelet Transform

(2020) Arti Anuragi et al.   IEEE SENSORS JOURNAL

EEG-Rhythm Specific Taylor–Fourier Filter Bank Implemented With O-Splines for the Detection of Epilepsy Using EEG Signals

(2020) Jose Antonio de la O Serna et al.   IEEE SENSORS JOURNAL

EEG-Based Detection of Focal Seizure Area Using FBSE-EWT Rhythm and SAE-SVM Network

(2020) T. Siddharth et al.   IEEE SENSORS JOURNAL

Phase space elliptic density feature for epileptic EEG signals classification using metaheuristic optimization method

(2020) Nastaran Darjani et al.   KNOWLEDGE-BASED SYSTEMS

A comprehensive comparison of handcrafted features and convolutional autoencoders for epileptic seizures detection in EEG signals

(2020) Afshin Shoeibi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Multi-Feature Fusion Approach for Epileptic Seizure Detection From EEG Signals

(2020) Moein Radman et al.   IEEE SENSORS JOURNAL

Epileptic seizure identification using entropy of FBSE based EEG rhythms

(2019) Vipin Gupta et al.   Biomedical Signal Processing and Control

Epileptic seizure recognition using EEG wavelet decomposition based on nonlinear and statistical features with support vector machine classification

(2019) Dib Nabil et al.   Biomedical Engineering-Biomedizinische Technik

A novel approach for classification of epileptic seizures using matrix determinant

(2019) S Raghu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Comparison of Bagging and Boosting Ensemble Machine Learning Methods for Automated EMG Signal Classification

(2019) Emine Yaman et al.   Biomed Research International

Empirical wavelet transform based automated alcoholism detecting using EEG signal features

(2019) Arti Anuragi et al.   Biomedical Signal Processing and Control

A review of feature extraction and performance evaluation in epileptic seizure detection using EEG

(2019) Poomipat Boonyakitanont et al.   Biomedical Signal Processing and Control

Elimination of Ocular Artifacts From Single Channel EEG Signals Using FBSE-EWT Based Rhythms

(2019) Pranjali Gajbhiye et al.   IEEE SENSORS JOURNAL

Fourier–Bessel series expansion based empirical wavelet transform for analysis of non-stationary signals

(2018) Abhijit Bhattacharyya et al.   DIGITAL SIGNAL PROCESSING

Robust detection of epileptic seizures based on L1-penalized robust regression of EEG signals

(2018) Ramy Hussein et al.   EXPERT SYSTEMS WITH APPLICATIONS

Time–frequency representation using IEVDHM–HT with application to classification of epileptic EEG signals

(2018) Rishi Raj Sharma et al.   IET Science Measurement & Technology

Epileptic Seizure Detection Based on Time-Frequency Images of EEG Signals Using Gaussian Mixture Model and Gray Level Co-Occurrence Matrix Features

(2018) Yang Li et al.   International Journal of Neural Systems

Epileptic Seizure Classification of EEGs Using Time–Frequency Analysis Based Multiscale Radial Basis Functions

(2018) Yang Li et al.   IEEE Journal of Biomedical and Health Informatics

Dynamic Mode Decomposition Based Epileptic Seizure Detection from Scalp EEG

(2018) Muhammad Sohaib J. Solaija et al.   IEEE Access

Identifying Different Transportation Modes from Trajectory Data Using Tree-Based Ensemble Classifiers

(2017) Zhibin Xiao et al.   ISPRS International Journal of Geo-Information

Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals

(2017) U. Rajendra Acharya et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Epileptic seizure detection in EEG signals using tunable-Q factor wavelet transform and bootstrap aggregating

(2016) Ahnaf Rashik Hassan et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A hybrid automated detection of epileptic seizures in EEG records

(2016) Noha S. Tawfik et al.   COMPUTERS & ELECTRICAL ENGINEERING

EMD-Based Temporal and Spectral Features for the Classification of EEG Signals Using Supervised Learning

(2016) Farhan Riaz et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

DWT Based Detection of Epileptic Seizure From EEG Signals Using Naive Bayes and k-NN Classifiers

(2016) A. Sharmila et al.   IEEE Access

Classification of epileptic seizures in EEG signals based on phase space representation of intrinsic mode functions

(2015) Rajeev Sharma et al.   EXPERT SYSTEMS WITH APPLICATIONS

Epileptic Seizure Classification of EEG Time-Series Using Rational Discrete Short-Time Fourier Transform

(2015) Kaveh Samiee et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Ensemble Classifier for Epileptic Seizure Detection for Imperfect EEG Data

(2015) Khalid Abualsaud et al.   TheScientificWorldJOURNAL

Ensemble Classifier for Epileptic Seizure Detection for Imperfect EEG Data

(2015) Khalid Abualsaud et al.   Scientific World Journal

Line length as a robust method to detect high-activity events: Automated burst detection in premature EEG recordings

(2014) Ninah Koolen et al.   CLINICAL NEUROPHYSIOLOGY

Classification of normal and epileptic seizure EEG signals using wavelet transform, phase-space reconstruction, and Euclidean distance

(2014) Sang-Hong Lee et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Classification of ictal and seizure-free EEG signals using fractional linear prediction

(2013) Varun Joshi et al.   Biomedical Signal Processing and Control

Empirical Wavelet Transform

(2013) Jerome Gilles   IEEE TRANSACTIONS ON SIGNAL PROCESSING

AUTOMATED DIAGNOSIS OF EPILEPSY USING CWT, HOS AND TEXTURE PARAMETERS

(2013) U. RAJENDRA ACHARYA et al.   International Journal of Neural Systems

APPLICATION OF INTRINSIC TIME-SCALE DECOMPOSITION (ITD) TO EEG SIGNALS FOR AUTOMATED SEIZURE PREDICTION

(2013) ROSHAN JOY MARTIS et al.   International Journal of Neural Systems

Automated EEG analysis of epilepsy: A review

(2013) U. Rajendra Acharya et al.   KNOWLEDGE-BASED SYSTEMS

APPLICATION OF EMPIRICAL MODE DECOMPOSITION (EMD) FOR AUTOMATED DETECTION OF EPILEPSY USING EEG SIGNALS

(2012) ROSHAN JOY MARTIS et al.   International Journal of Neural Systems

EEG signals classification using the K-means clustering and a multilayer perceptron neural network model

(2011) Umut Orhan et al.   EXPERT SYSTEMS WITH APPLICATIONS

APPLICATION OF RECURRENCE QUANTIFICATION ANALYSIS FOR THE AUTOMATED IDENTIFICATION OF EPILEPTIC EEG SIGNALS

(2011) U. RAJENDRA ACHARYA et al.   International Journal of Neural Systems

Epileptic EEG detection using the linear prediction error energy

(2010) Semih Altunay et al.   EXPERT SYSTEMS WITH APPLICATIONS