Feature extraction and selection methods for motor imagery EEG signals: A review
暂无分享,去创建一个
[1] Bayram Cetisli,et al. The effect of linguistic hedges on feature selection: Part 2 , 2010, Expert Syst. Appl..
[2] A. Al-Ani,et al. Effect of Feature and Channel Selection on EEG Classification , 2006, 2006 International Conference of the IEEE Engineering in Medicine and Biology Society.
[3] Q. Wang,et al. Real-Time Mental Arithmetic Task Recognition From EEG Signals , 2013, IEEE Transactions on Neural Systems and Rehabilitation Engineering.
[4] Smriti Srivastava,et al. Choquet fuzzy integral based verification of handwritten signatures , 2013, J. Intell. Fuzzy Syst..
[5] Nigel H. Lovell,et al. Beyond Subjective Self-Rating: EEG Signal Classification of Cognitive Workload , 2015, IEEE Transactions on Autonomous Mental Development.
[6] Ian H. Witten,et al. The WEKA data mining software: an update , 2009, SKDD.
[7] MengChu Zhou,et al. Common Bayesian Network for Classification of EEG-Based Multiclass Motor Imagery BCI , 2016, IEEE Transactions on Systems, Man, and Cybernetics: Systems.
[8] Jeng-Shong Shih,et al. Multi-Channel Surface Acoustic Wave Sensors Based on Principal Component Analysis (PCA) and Linear Discriminate Analysis (LDA) for Organic Vapors , 2006 .
[9] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.
[10] Rami J Oweis,et al. Seizure classification in EEG signals utilizing Hilbert-Huang transform , 2011, Biomedical engineering online.
[11] Toshihisa Tanaka,et al. Active Data Selection for Motor Imagery EEG Classification , 2015, IEEE Transactions on Biomedical Engineering.
[12] Jacek Gwizdka,et al. Using Wireless EEG Signals to Assess Memory Workload in the $n$-Back Task , 2016, IEEE Transactions on Human-Machine Systems.
[13] Atalay Barkana,et al. Speeding up the scaled conjugate gradient algorithm and its application in neuro-fuzzy classifier training , 2009, Soft Comput..
[14] Jong-Hwan Kim,et al. Fuzzy Integral-Based Gaze Control of a Robotic Head for Human Robot Interaction , 2015, IEEE Transactions on Cybernetics.
[15] Ping Xue,et al. Sub-band Common Spatial Pattern (SBCSP) for Brain-Computer Interface , 2007, 2007 3rd International IEEE/EMBS Conference on Neural Engineering.
[16] Boualem Boashash,et al. Estimating and interpreting the instantaneous frequency of a signal. I. Fundamentals , 1992, Proc. IEEE.
[17] Chin-Teng Lin,et al. A Novel 16-Channel Wireless System for Electroencephalography Measurements With Dry Spring-Loaded Sensors , 2014, IEEE Transactions on Instrumentation and Measurement.
[18] S. Schiff,et al. Decreased Neuronal Synchronization during Experimental Seizures , 2002, The Journal of Neuroscience.
[19] R. Rao. Jaya: A simple and new optimization algorithm for solving constrained and unconstrained optimization problems , 2016 .
[20] Toshio Tsuji,et al. A log-linearized Gaussian mixture network and its application to EEG pattern classification , 1999, IEEE Trans. Syst. Man Cybern. Part C.
[21] Subhojit Ghosh,et al. Jaya Based ANFIS for Monitoring of Two Class Motor Imagery Task , 2016, IEEE Access.
[22] Robert Jenssen,et al. Spectral feature projections that maximize Shannon mutual information with class labels , 2006, Pattern Recognit..
[23] R. Cabeza,et al. Handbook of functional neuroimaging of cognition , 2001 .
[24] N. Huang,et al. The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis , 1998, Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.
[25] Jason Weston,et al. Gene Selection for Cancer Classification using Support Vector Machines , 2002, Machine Learning.
[26] Melissa F. Anderson,et al. Estimation of adult skeletal age-at-death using the Sugeno fuzzy integral. , 2009, American journal of physical anthropology.
[27] Aida Khorshidtalab,et al. A Transform-Based Feature Extraction Approach for Motor Imagery Tasks Classification , 2015, IEEE Journal of Translational Engineering in Health and Medicine.
[28] M. Banerjee,et al. Beyond kappa: A review of interrater agreement measures , 1999 .
[29] Lucia Rita Quitadamo,et al. A Fuzzy Integral Ensemble Method in Visual P300 Brain-Computer Interface , 2015, Comput. Intell. Neurosci..
[30] Kim Dremstrup,et al. EMD-Based Temporal and Spectral Features for the Classification of EEG Signals Using Supervised Learning , 2016, IEEE Transactions on Neural Systems and Rehabilitation Engineering.
[31] Shang-Lin Wu,et al. Fuzzy Integral With Particle Swarm Optimization for a Motor-Imagery-Based Brain–Computer Interface , 2017, IEEE Transactions on Fuzzy Systems.
[32] Rabab K Ward,et al. A survey of signal processing algorithms in brain–computer interfaces based on electrical brain signals , 2007, Journal of neural engineering.
[33] David Maxwell Chickering,et al. Learning Equivalence Classes of Bayesian Network Structures , 1996, UAI.