TY  - JOUR
AU  - Martinez-Del-Rincon, Jesus
AU  - Santofimia, Maria J.
AU  - del Toro, Xavier
AU  - Barba, Jesus
AU  - Romero, Francisca
AU  - Navas, Patricia
AU  - Lopez, Juan C.
PY  - 2017
DO  - 10.1016/j.eswa.2017.05.052
SN  - 0957-4174
UR  - http://hdl.handle.net/10668/18772
T2  - Expert systems with applications
AB  - This work presents a novel approach for automatic epilepsy seizure detection based on EEG analysis that exploits the underlying non-linear nature of EEG data. In this paper, two main contributions are presented and validated: the use of non-linear...
LA  - en
PB  - Pergamon-elsevier science ltd
KW  - Classification algorithms
KW  - Non-linear classifiers
KW  - SVM
KW  - Bag of words
KW  - Wavelet
KW  - Epilepsy
KW  - Support vector machines
KW  - Neural-networks
KW  - Signals
KW  - Classification
KW  - Identification
KW  - Mixture
TI  - Non-linear classifiers applied to EEG analysis for epilepsy seizure detection
TY  - research article
VL  - 86
ER  -