Automated diagnosis of muscle diseases from EMG signals using empirical mode decomposition based method

Classification of Electromyographic Hand Gesture Signals Using Modified Fuzzy C-Means Clustering and Two-Step Machine Learning Approach

(2020) Guangyu Jia et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Decision tree classification: Ranking journals using IGIDI

(2019) Muhammad Shaheen et al.   JOURNAL OF INFORMATION SCIENCE

Real-Time Surface EMG Pattern Recognition for Hand Gestures Based on an Artificial Neural Network

(2019) Zhang et al.   SENSORS

Support Vector Machine-Based EMG Signal Classification Techniques: A Review

(2019) Diana C. Toledo-Pérez et al.   Applied Sciences-Basel

A Classification Method for Myoelectric Control of Hand Prostheses Inspired by Muscle Coordination

(2018) Gauravkumar K. Patel et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Single-Channel EMG Classification With Ensemble-Empirical-Mode-Decomposition-Based ICA for Diagnosing Neuromuscular Disorders

(2016) Ganesh R. Naik et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

APPLICATION OF EMPIRICAL MODE DECOMPOSITION–BASED FEATURES FOR ANALYSIS OF NORMAL AND CAD HEART RATE SIGNALS

(2016) SURABHI SOOD et al.   Journal of Mechanics in Medicine and Biology

Hybrid BF–PSO and fuzzy support vector machine for diagnosis of fatigue status using EMG signal features

(2016) Q. Wu et al.   NEUROCOMPUTING

Characterization of Human Motor Units From Surface EMG Decomposition

(2016) Dario Farina et al.   PROCEEDINGS OF THE IEEE

A robust combination approach for short-term wind speed forecasting and analysis – Combination of the ARIMA (Autoregressive Integrated Moving Average), ELM (Extreme Learning Machine), SVM (Support Vector Machine) and LSSVM (Least Square SVM) forecasts using a GPR (Gaussian Process Regression) model

(2015) Jianzhou Wang et al.   ENERGY

Application of empirical mode decomposition for analysis of normal and diabetic RR-interval signals

(2015) Ram Bilas Pachori et al.   EXPERT SYSTEMS WITH APPLICATIONS

Classification of epileptic seizures in EEG signals based on phase space representation of intrinsic mode functions

(2015) Rajeev Sharma et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Multi-Classifier Approach to MUAP Classification for Diagnosis of Neuromuscular Disorders

(2014) Tahereh Kamali et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Effect of multiscale PCA de-noising on EMG signal classification for diagnosis of neuromuscular disorders

(2014) Ercan Gokgoz et al.   JOURNAL OF MEDICAL SYSTEMS

Epileptic seizure classification in EEG signals using second-order difference plot of intrinsic mode functions

(2013) Ram Bilas Pachori et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Analysis of normal and epileptic seizure EEG signals using empirical mode decomposition

(2011) Ram Bilas Pachori et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE