Adaptive boost LS-SVM classification approach for time-series signal classification in epileptic seizure diagnosis applications

Fractal dimension undirected correlation graph-based support vector machine model for identification of focal and non-focal electroencephalography signals

(2019) Mohammed Diykh et al.   Biomedical Signal Processing and Control

A novel approach for classification of epileptic seizures using matrix determinant

(2019) S Raghu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Robust approach to depth of anaesthesia assessment based on hybrid transform and statistical features

(2019) Mohammed Diykh et al.   IET Science Measurement & Technology

EEG sleep stages identification based on weighted undirected complex networks

(2019) Mohammed Diykh et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Sleep EEG signal analysis based on correlation graph similarity coupled with an ensemble extreme machine learning algorithm

(2019) Shahab Abdulla et al.   EXPERT SYSTEMS WITH APPLICATIONS

Automatic Epileptic Seizure Detection in EEG Signals Using Multi-Domain Feature Extraction and Nonlinear Analysis

(2017) Lina Wang et al.   Entropy

Classify epileptic EEG signals using weighted complex networks based community structure detection

(2017) Mohammed Diykh et al.   EXPERT SYSTEMS WITH APPLICATIONS

Time series classification with feature covariance matrices

(2017) Hamza Ergezer et al.   KNOWLEDGE AND INFORMATION SYSTEMS

An automatic detection of focal EEG signals using new class of time–frequency localized orthogonal wavelet filter banks

(2017) Manish Sharma et al.   KNOWLEDGE-BASED SYSTEMS

Classification of focal and non focal EEG using entropies

(2017) Arunkumar N. et al.   PATTERN RECOGNITION LETTERS

Tunable-Q Wavelet Transform Based Multiscale Entropy Measure for Automated Classification of Epileptic EEG Signals

(2017) Abhijit Bhattacharyya et al.   Applied Sciences-Basel

A novel genetic programming approach for epileptic seizure detection

(2016) Arpit Bhardwaj et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

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

A hybrid automated detection of epileptic seizures in EEG records

(2016) Noha S. Tawfik et al.   COMPUTERS & ELECTRICAL ENGINEERING

Health and economic benefits of public financing of epilepsy treatment in India: An agent-based simulation model

(2016) Itamar Megiddo et al.   EPILEPSIA

EMD-Based Temporal and Spectral Features for the Classification of EEG Signals Using Supervised Learning

(2016) Farhan Riaz et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Improving classification of epileptic and non-epileptic EEG events by feature selection

(2016) Evangelia Pippa et al.   NEUROCOMPUTING

DWT Based Detection of Epileptic Seizure From EEG Signals Using Naive Bayes and k-NN Classifiers

(2016) A. Sharmila et al.   IEEE Access

Application of Entropy Measures on Intrinsic Mode Functions for the Automated Identification of Focal Electroencephalogram Signals

(2015) Rajeev Sharma et al.   Entropy

Epileptic Seizure Classification of EEG Time-Series Using Rational Discrete Short-Time Fourier Transform

(2015) Kaveh Samiee et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

EPILEPTIC EEG CLASSIFICATION USING NONLINEAR PARAMETERS ON DIFFERENT FREQUENCY BANDS

(2015) ROSHAN JOY MARTIS et al.   Journal of Mechanics in Medicine and Biology

Classification of normal and epileptic seizure EEG signals using wavelet transform, phase-space reconstruction, and Euclidean distance

(2014) Sang-Hong Lee et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Complex Detection, Complex Decisions: More Detail on Subclinical Seizures in the Acutely Sick Brain

(2014) Norman Delanty   Epilepsy Currents

Detection of Epileptic Seizure Event and Onset Using EEG

(2014) Nabeel Ahammad et al.   Biomed Research International

AUTOMATED DIAGNOSIS OF EPILEPSY USING CWT, HOS AND TEXTURE PARAMETERS

(2013) U. RAJENDRA ACHARYA et al.   International Journal of Neural Systems

APPLICATION OF INTRINSIC TIME-SCALE DECOMPOSITION (ITD) TO EEG SIGNALS FOR AUTOMATED SEIZURE PREDICTION

(2013) ROSHAN JOY MARTIS et al.   International Journal of Neural Systems

Detection of Seizure and Epilepsy Using Higher Order Statistics in the EMD Domain

(2013) S. M. Shafiul Alam et al.   IEEE Journal of Biomedical and Health Informatics

APPLICATION OF EMPIRICAL MODE DECOMPOSITION (EMD) FOR AUTOMATED DETECTION OF EPILEPSY USING EEG SIGNALS

(2012) ROSHAN JOY MARTIS et al.   International Journal of Neural Systems

Epileptic seizures detection in EEG using DWT-based ApEn and artificial neural network

(2012) Yatindra Kumar et al.   Signal Image and Video Processing

Automated diagnosis of epileptic EEG using entropies

(2011) U. Rajendra Acharya et al.   Biomedical Signal Processing and Control

Detection of epileptic electroencephalogram based on Permutation Entropy and Support Vector Machines

(2011) Nicoletta Nicolaou et al.   EXPERT SYSTEMS WITH APPLICATIONS

APPLICATION OF RECURRENCE QUANTIFICATION ANALYSIS FOR THE AUTOMATED IDENTIFICATION OF EPILEPTIC EEG SIGNALS

(2011) U. RAJENDRA ACHARYA et al.   International Journal of Neural Systems

Detection of seizures in EEG using subband nonlinear parameters and genetic algorithm

(2010) Kai-Cheng Hsu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Automatic detection of epileptic seizures in EEG using discrete wavelet transform and approximate entropy

(2008) Hasan Ocak   EXPERT SYSTEMS WITH APPLICATIONS