Early detection of Alzheimer’s disease from EEG signals using Hjorth parameters

A Review on Hybrid Empirical Mode Decomposition Models for Wind Speed and Wind Power Prediction

(2019) Neeraj Bokde et al.   Energies

Unmixing Oscillatory Brain Activity by EEG Source Localization and Empirical Mode Decomposition

(2019) Sofie Therese Hansen et al.   Computational Intelligence and Neuroscience

Eigenspace Time Frequency Based Features for Accurate Seizure Detection from EEG Data

(2019) M. Deriche et al.   IRBM

Psychological stress detection using phonocardiography signal: An empirical mode decomposition approach

(2019) Amandeep Cheema et al.   Biomedical Signal Processing and Control

Deep Learning Approach to Cardiovascular Disease Classification Employing Modified ECG Signal from Empirical Mode Decomposition

(2019) Nahian Ibn Hasan et al.   Biomedical Signal Processing and Control

A novel methodology for automated differential diagnosis of mild cognitive impairment and the Alzheimer’s disease using EEG signals

(2019) Juan P. Amezquita-Sanchez et al.   JOURNAL OF NEUROSCIENCE METHODS

Fault Diagnosis of Train Plug Door Based on a Hybrid Criterion for IMFs Selection and Fractional Wavelet Package Energy Entropy

(2019) Yuan Cao et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Predicting urinary bladder voiding by means of a linear discriminant analysis: Validation in rats

(2019) A. Tantin et al.   Biomedical Signal Processing and Control

A novel multi-modal machine learning based approach for automatic classification of EEG recordings in dementia

(2019) Cosimo Ieracitano et al.   NEURAL NETWORKS

Unbiased estimation of permutation entropy in EEG analysis for Alzheimer's disease classification

(2018) Lucie Tylová et al.   Biomedical Signal Processing and Control

Neural modulation in action video game players during inhibitory control function: An EEG study using discrete wavelet transform

(2018) Jupitara Hazarika et al.   Biomedical Signal Processing and Control

A medical records managing and securing blockchain based system supported by a Genetic Algorithm and Discrete Wavelet Transform

(2018) Ahmed F. Hussein et al.   Cognitive Systems Research

Automated Multiclass Classification of Spontaneous EEG Activity in Alzheimer’s Disease and Mild Cognitive Impairment

(2018) Saúl Ruiz-Gómez et al.   Entropy

Heartbeat classification with low computational cost using Hjorth parameters

(2018) João Paulo R.R. Leite et al.   IET Signal Processing

Epileptic EEG signal classification using optimum allocation based power spectral density estimation

(2018) Hadi Ratham Al Ghayab et al.   IET Signal Processing

An efficient Concealed Information Test: EEG feature extraction and ensemble classification for lie identification

(2018) Annushree Bablani et al.   MACHINE VISION AND APPLICATIONS

Compound gear-bearing fault feature extraction using statistical features based on time-frequency method

(2018) Laxmikant S. Dhamande et al.   MEASUREMENT

Evaluation of feature extraction techniques and classifiers for finger movement recognition using surface electromyography signal

(2018) Pornchai Phukpattaranont et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

DCCA cross-correlation coefficients reveals the change of both synchronization and oscillation in EEG of Alzheimer disease patients

(2018) Yingyuan Chen et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Host-based misuse intrusion detection using PCA feature extraction and kNN classification algorithms

(2018) Gursel Serpen et al.   Intelligent Data Analysis

Fault classification and detection in wind turbine using Cuckoo-optimized support vector machine

(2018) A. Agasthian et al.   NEURAL COMPUTING & APPLICATIONS

Novel method using Hjorth mobility analysis for diagnosing attention-deficit hyperactivity disorder in girls

(2018) Julie Chi Chow et al.   BRAIN & DEVELOPMENT

Systematic Review on Resting-State EEG for Alzheimer’s Disease Diagnosis and Progression Assessment

(2018) Raymundo Cassani et al.   DISEASE MARKERS

Effect of photic stimulation for migraine detection using random forest and discrete wavelet transform

(2018) Abdulhamit Subasi et al.   Biomedical Signal Processing and Control

Robust sleep stage classification with single-channel EEG signals using multimodal decomposition and HMM-based refinement

(2018) Dihong JIANG et al.   EXPERT SYSTEMS WITH APPLICATIONS

Surface roughness prediction as a classification problem using support vector machine

(2017) Issam Abu-Mahfouz et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

EEG-Based Computer Aided Diagnosis of Autism Spectrum Disorder Using Wavelet, Entropy, and ANN

(2017) Ridha Djemal et al.   Biomed Research International

Extracting Salient Features for EEG-based Diagnosis of Alzheimer's Disease Using Support Vector Machine Classifier

(2016) N. N. Kulkarni et al.   IETE JOURNAL OF RESEARCH

Damage detection using transmissibility compressed by principal component analysis enhanced with distance measure

(2016) Yun-Lai Zhou et al.   JOURNAL OF VIBRATION AND CONTROL

Establishing chemical profiling for ecstasy tablets based on trace element levels and support vector machine

(2016) Camila Maione et al.   NEURAL COMPUTING & APPLICATIONS

Detection and classification of three-class initial dips from prefrontal cortex

(2016) Amad Zafar et al.   Biomedical Optics Express

The Vibration Monitoring Methods and Signal Processing Techniques for Structural Health Monitoring: A Review

(2015) D. Goyal et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Feature extraction and classification for EEG signals using wavelet transform and machine learning techniques

(2015) Hafeez Ullah Amin et al.   AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE

A permutation Lempel-Ziv complexity measure for EEG analysis

(2015) Yang Bai et al.   Biomedical Signal Processing and Control

Detection of Alzheimer's disease and mild cognitive impairment based on structural volumetric MR images using 3D-DWT and WTA-KSVM trained by PSOTVAC

(2015) Yudong Zhang et al.   Biomedical Signal Processing and Control

Exceeding chance level by chance: The caveat of theoretical chance levels in brain signal classification and statistical assessment of decoding accuracy

(2015) Etienne Combrisson et al.   JOURNAL OF NEUROSCIENCE METHODS

Learning machines and sleeping brains: Automatic sleep stage classification using decision-tree multi-class support vector machines

(2015) Tarek Lajnef et al.   JOURNAL OF NEUROSCIENCE METHODS

A Selective Multiclass Support Vector Machine Ensemble Classifier for Engineering Surface Classification Using High Definition Metrology

(2014) Shichang Du et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

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

QRS detection using K-Nearest Neighbor algorithm (KNN) and evaluation on standard ECG databases

(2012) Indu Saini et al.   Journal of Advanced Research

Seizure lateralization in scalp EEG using Hjorth parameters

(2009) T. Cecchin et al.   CLINICAL NEUROPHYSIOLOGY

Time Domain Parameters as a feature for EEG-based Brain–Computer Interfaces

(2009) Carmen Vidaurre et al.   NEURAL NETWORKS