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| 1 | EEG epileptic seizure detection and classification based on dual-tree complex wavelet transform and machine learning algorithms显示文摘The visual analysis of common neurological disorders such as epileptic seizures in electroencephalography(EEG) is an oversensitive operation and prone to errors,which has motivated the researchers to develop effective automated seizure detection methods.This paper proposes a robust automatic seizure detection method that can establish a veritable diagnosis of these diseases.The proposed method consists of three steps:(i) remove artifact from EEG data using Savitzky-Golay filter and multi-scale principal component analysis(MSPCA),(ii) extract features from EEG signals using signal decomposition representations based on empirical mode decomposition(EMD),discrete wavelet transform(DWT),and dual-tree complex wavelet transform(DTCWT) allowing to overcome the non-linearity and non-stationary of EEG signals,and(iii) allocate the feature vector to the relevant class(i.e.,seizure class 'ictal' or free seizure class 'interictal') using machine learning techniques such as support vector machine(SVM),k-nearest neighbor(k-NN),and linear discriminant analysis(LDA).The experimental results were based on two EEG datasets generated from the CHB-MIT database with and without overlapping process.The results obtained have shown the effectiveness of the proposed method that allows achieving a higher classification accuracy rate up to 100% and also outperforms similar state-of-the-art methods. | Itaf Ben Slimen Larbi Boubchir Zouhair Mbarki Hassene Seddik | 2020 | The Journal of Biomedical Research2020，34，3： | 3 |
| 2 | Analysis of multijunction solar cell degradation in space and irradiation induced recombination centers 显示文摘 | M Zazoui M Mbarki | 2003 | J Appl Phys2003，93，9： | 1 |
| 3 | Quality changes of the Mediterranean horse mackerel (Trachurus mediterraneus) during chilled storage: The effect of low-dose gamma irradiation显示文摘 | Raouf Mbarki Saloua Sadok Insaf Barkallah | 2009 | Radiation Physics and Chemistry2009，78，4： | 1 |
| 4 | Effect ofvacuum packaging and low-dose irradiation on the microbial,chemical and sensory characteristics of chub mackerel (Scomber japonicus)显示文摘 | Raouf Mbarki Najla Ben Miloud Salah Selmi | | 0，，： | 1 |
| 5 | Quality changes of the Mediterranean horse macherel (Thachurus mediterraneus) during chilled storage: The effect of low-dose gamma irradiation 显示文摘 | Raouf Mbarki Saloua Sadok Insaf Barkallah | 2009 | Radiation Physics and Chemistry2009，78，： | 1 |
| 6 | MDA-Based ATL Transformation to Generate MVC 2 Web Models 显示文摘 | Mhamed Rahmouni Samir Mbarki | 2011 | International Journal of Computer Science & Information Technology2011，3，4： | 1 |
| 7 | Quality changes of the Mediterranean horse mackerel (Trachurus mediterraneus) during chilled storage: The effect of low-dose gamma irradiation显示文摘 | Mbarki R Sadok S Barkallah I | 2009 | Radiation Physics and Chemistry2009，78，4： | 1 |
| 8 | Medical treat- ment of non ruptured interstitial pregnancy 显示文摘 | Malek-Mellouli M Youssef A Mbarki M | 2012 | Tunis Med2012，90，5： | 1 |
| 9 | Ectopic pregnan- cy under Implanon contraception: a case of encysted haematocele 显示文摘 | Mbarki C Hsayaoui N Ben Abdelaziz A | 2013 | Tunis Med2013，91，9： | 1 |
| 10 | MDA-Based ATL Transformation to Generate MVC 2 Web Models显示文摘 | M'hamed Rahmouni Samir Mbarki | 2011 | International Journal of Computer Science & Information Technology2011，3，4： | 1 |
| 11 | Model driven transformations: from analysis to MVC 2 Web model 显示文摘 | MBARKI S ERRAMDANI M | 2009 | International Review on Comput- ers and Software2009，4，2： | 1 |
| 12 | An experiment on the design of radial basis function neural networks for software cost estimation显示文摘 | Idri A Abran A Mbarki S | 2006 | Information and Communication Technologies:From Theory to Applications2006，1，： | 1 |
| 13 | Effect of vacuum packaging and low dose irradiation on the microbial, chemical and sensory characteristics of chub mackerel显示文摘 | Raouf Mbarki Najla Ben Miloud Salah Selmi | 2009 | Food Microbiology2009，，26： | 1 |
| 14 | Prediction of solar cell degradation in space from the electron-proton equivalence显示文摘 | Sun G C Bourgoin J C | 2004 | Semicond Sci Tech2004，19，9： | 1 |
| 15 | Analysis of multijunction solar cell degradation in space and irradiation induced recombination centers显示文摘 | Mbarki M Aldin A Z | 2003 | J Appl Phys2003，93，9： | 1 |
| 16 | Quality changes of the Mediterranean horse mackerel (Trachurus mediterraneus) during chilled storage: The effect of low-dose gamma irradiation 显示文摘 | Mbarki R Sadok S Barkallah I | 2009 | Radiation Physics and Chemistry2009，78，4： | 1 |
| 17 | Aprobabilistic model for the vulnerability of metal plates under the impact of cylindrical projectiles显示文摘 | MBARKI A NGUYEN Q B MERCIER F | 2007 | Journal of Loss Prevention in the Process Industries2007，20，2： | 1 |
| 18 | Reliability analysis of metallic targets under metallic rods impact:towards a simplified probabilistic approach显示文摘 | MBARKI A NGUYEN QB MERCIER F | 2008 | Journal of Loss Prevention in the Process Industries2008，21，5： | 1 |
| 19 | Effect of vacuum packaging and low-dose irradiation on the microbial, chemical and sensory characteristics of chub mackerel (Scomber japonicus) 显示文摘 | Raouf Mbarki Najla Ben Miloud Salah Selmi | 2009 | Food Microbiology2009，26，： | 1 |
| 20 | Study of crystalluria in dia- betic patients显示文摘 | Mbarki M Jabrane J Qussama A | 2005 | Prog Uro12005，15，3： | 1 |
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