Epileptic-seizure classification using phase-space representation of FBSE-EWT based EEG sub-band signals and ensemble learners
出版年份 2021 全文链接
标题
Epileptic-seizure classification using phase-space representation of FBSE-EWT based EEG sub-band signals and ensemble learners
作者
关键词
Electroencephalogram signal, Epilepsy, FBSE-EWT method, Phase-space representation, Euclidean distances, Ensemble learning
出版物
Biomedical Signal Processing and Control
Volume 71, Issue -, Pages 103138
出版商
Elsevier BV
发表日期
2021-09-14
DOI
10.1016/j.bspc.2021.103138
参考文献
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- 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
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