Application of Linear Discriminant Analysis in Dimensionality Reduction for Hand Motion Classification

Effectiveness of the Wavelet Transform on the Surface EMG to Understand the Muscle Fatigue During Walk

(2012) M. Hussain et al.   Measurement Science Review

Real Time Analysis of Brain Tissue by Direct Combination of Ultrasonic Surgical Aspiration and Sonic Spray Mass Spectrometry

(2011) Karl-Christian Schäfer et al.   ANALYTICAL CHEMISTRY

Identification of motion from multi-channel EMG signals for control of prosthetic hand

(2011) P. Geethanjali et al.   AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE

ELECTROMYOGRAPHY (EMG) SIGNAL CLASSIFICATION BASED ON DETRENDED FLUCTUATION ANALYSIS

(2011) ANGKOON PHINYOMARK et al.   FLUCTUATION AND NOISE LETTERS

A Review of Control Methods for Electric Power Wheelchairs Based on Electromyography Signals with Special Emphasis on Pattern Recognition

(2011) Angkoon Phinyomark et al.   IETE TECHNICAL REVIEW

Application of Wavelet Analysis in EMG Feature Extraction for Pattern Classification

(2011) A. Phinyomark et al.   Measurement Science Review

Feature extraction of forearm EMG signals for prosthetics

(2010) J. Rafiee et al.   EXPERT SYSTEMS WITH APPLICATIONS

WAVELET-BASED DENOISING ALGORITHM FOR ROBUST EMG PATTERN RECOGNITION

(2010) ANGKOON PHINYOMARK et al.   FLUCTUATION AND NOISE LETTERS

Orthogonal Fuzzy Neighborhood Discriminant Analysis for Multifunction Myoelectric Hand Control

(2010) Rami N Khushaba et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A Neuro–Fuzzy Inference System for sEMG-Based Identification of Hand Motion Commands

(2010) Mahdi Khezri et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

EMG-Based Control of a Robot Arm Using Low-Dimensional Embeddings

(2010) P.K. Artemiadis et al.   IEEE Transactions on Robotics

Acoustic Feature Transformation Based on Discriminant Analysis Preserving Local Structure for Speech Recognition

(2010) Makoto SAKAI et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

Pattern classification of Myo-Electrical signal during different Maximum Voluntary Contractions: A study using BSS techniques

(2010) Ganesh Naik et al.   Measurement Science Review

An exploratory study to design a novel hand movement identification system

(2009) Mahdi Khezri et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Portable hand motion classifier for multi-channel surface electromyography recognition using grey relational analysis

(2009) Yi-Chun Du et al.   EXPERT SYSTEMS WITH APPLICATIONS

Evolutionary fuzzy discriminant analysis feature projection technique in myoelectric control

(2009) Rami N. Khushaba et al.   PATTERN RECOGNITION LETTERS

The application of mutual information-based feature selection and fuzzy LS-SVM-based classifier in motion classification

(2008) Zhiguo Yan et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Support Vector Machine-Based Classification Scheme for Myoelectric Control Applied to Upper Limb

(2008) M.A. Oskoei et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING