Hidden Markov models for online classification of single trial EEG data

A biomedical system based on hidden Markov model for diagnosis of the heart valve diseases

Pattern Recognition Letters

Classifying functional time series

Signal Processing

EEG-based classification for elbow versus shoulder torque intentions involving stroke subjects

Computers in Biology and Medicine

2009 Special Issue: Time Domain Parameters as a feature for EEG-based Brain-Computer Interfaces

Neural Networks

A discriminative model corresponding to hierarchical HMMs

IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning

A polynomial fitting and k-NN based approach for improving classification of motor imagery BCI data

Pattern Recognition Letters

Analysis of chaos in EEG signals for estimation of drowsiness and classification of epilepsy risk levels

ICNVS'10 Proceedings of the 12th international conference on Networking, VLSI and signal processing

A time-frequency convolutional neural network for the offline classification of steady-state visual evoked potential responses

Pattern Recognition Letters

Bayesian inference for an adaptive Ordered Probit model: An application to Brain Computer Interfacing

Neural Networks

On the temporal behavior of EEG recorded during real finger movement

MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition

Review article: Human scalp EEG processing: Various soft computing approaches

Applied Soft Computing

Exploring two novel features for EEG-based brain-computer interfaces: Multifractal cumulants and predictive complexity

Neurocomputing

Continuous time Bayesian network classifiers

Journal of Biomedical Informatics

Online activity recognition using evolving classifiers

Expert Systems with Applications: An International Journal

A comprehensive survey of the feature extraction methods in the EEG research

ICA3PP'12 Proceedings of the 12th international conference on Algorithms and Architectures for Parallel Processing - Volume Part II

A Proposed Speech Discrimination Assessment Methodology Based on Event-Related Potentials to Visual Stimuli

International Journal of E-Health and Medical Communications