Dissimilarity-based time–frequency distributions as features for epileptic EEG signal classification
出版年份 2020 全文链接
标题
Dissimilarity-based time–frequency distributions as features for epileptic EEG signal classification
作者
关键词
Epileptic seizure, EEG signals, Dissimilarity, Classification, ANN, SVM, LDA, k-NN, TFA, TFD, SPWV, SNR
出版物
Biomedical Signal Processing and Control
Volume 64, Issue -, Pages 102268
出版商
Elsevier BV
发表日期
2020-10-21
DOI
10.1016/j.bspc.2020.102268
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- A novel seizure diagnostic model based on kernel density estimation and least squares support vector machine
- (2018) Mingyang Li et al. Biomedical Signal Processing and Control
- A new approach to characterize epileptic seizures using analytic time-frequency flexible wavelet transform and fractal dimension
- (2017) Manish Sharma et al. PATTERN RECOGNITION LETTERS
- Automated Diagnosis of Epilepsy Using Key-Point-Based Local Binary Pattern of EEG Signals
- (2017) Ashwani Kumar Tiwari et al. IEEE Journal of Biomedical and Health Informatics
- 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
- Automated detection of epileptic EEGs using a novel fusion feature and extreme learning machine
- (2016) Jiang-Ling Song et al. NEUROCOMPUTING
- Multi-category EEG signal classification developing time-frequency texture features based Fisher Vector encoding method
- (2016) Ömer F. Alçіn et al. NEUROCOMPUTING
- Classification of seizure and seizure-free EEG signals using local binary patterns
- (2015) T. Sunil Kumar et al. Biomedical Signal Processing and Control
- An efficient detection of epileptic seizure by differentiation and spectral analysis of electroencephalograms
- (2015) Jae-Hwan Kang et al. COMPUTERS IN BIOLOGY AND MEDICINE
- 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
- Classification of seizure based on the time-frequency image of EEG signals using HHT and SVM
- (2014) Kai Fu et al. Biomedical Signal Processing and Control
- Epileptic seizure detection using DWT based fuzzy approximate entropy and support vector machine
- (2014) Yatindra Kumar et al. NEUROCOMPUTING
- Classification of EEG signals using normal inverse Gaussian parameters in the dual-tree complex wavelet transform domain for seizure detection
- (2014) Anindya Bijoy Das et al. Signal Image and Video Processing
- The dissimilarity space: Bridging structural and statistical pattern recognition
- (2011) Robert P.W. Duin et al. PATTERN RECOGNITION LETTERS
- Combination of EEG Complexity and Spectral Analysis for Epilepsy Diagnosis and Seizure Detection
- (2010) Sheng-Fu Liang et al. EURASIP Journal on Advances in Signal Processing
- Epileptic Seizure Detection in EEGs Using Time–Frequency Analysis
- (2009) A.T. Tzallas et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- Time–frequency feature representation using energy concentration: An overview of recent advances
- (2008) Ervin Sejdić et al. DIGITAL SIGNAL PROCESSING
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