Navigating features: a topologically informed chart of electromyographic features space

Identification of key features using topological data analysis for accurate prediction of manufacturing system outputs

(2017) Wei Guo et al.   JOURNAL OF MANUFACTURING SYSTEMS

Probability Density Functions of Stationary Surface EMG Signals in Noisy Environments

(2016) Sirinee Thongpanja et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Improving the Performance Against Force Variation of EMG Controlled Multifunctional Upper-Limb Prostheses for Transradial Amputees

(2016) Ali H. Al-Timemy et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Determination of optimum threshold values for EMG time domain features; a multi-dataset investigation

(2016) Ernest Nlandu Kamavuako et al.   Journal of Neural Engineering

Cell type classifiers for breast cancer microscopic images based on fractal dimension texture analysis of image color layers

(2015) Sirinapa Jitaree et al.   SCANNING

The effects of the force of contraction and elbow joint angle on mean and median frequency analysis for muscle fatigue evaluation

(2015) Sirinee Thongpanja et al.   SCIENCEASIA

Feature extraction of the first difference of EMG time series for EMG pattern recognition

(2014) Angkoon Phinyomark et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

APPLICATIONS OF VARIANCE FRACTAL DIMENSION: A SURVEY

(2014) ANGKOON PHINYOMARK et al.   FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY

Identification of Contaminant Type in Surface Electromyography (EMG) Signals

(2014) Paul McCool et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Homological scaffolds of brain functional networks

(2014) G. Petri et al.   Journal of the Royal Society Interface

EMG feature evaluation for improving myoelectric pattern recognition robustness

(2013) Angkoon Phinyomark et al.   EXPERT SYSTEMS WITH APPLICATIONS

EMG AMPLITUDE ESTIMATORS BASED ON PROBABILITY DISTRIBUTION FOR MUSCLE–COMPUTER INTERFACE

(2013) ANGKOON PHINYOMARK et al.   FLUCTUATION AND NOISE LETTERS

Bilinear Modeling of EMG Signals to Extract User-Independent Features for Multiuser Myoelectric Interface

(2013) Takamitsu Matsubara et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Extracting insights from the shape of complex data using topology

(2013) P. Y. Lum et al.   Scientific Reports

Fractal analysis features for weak and single-channel upper-limb EMG signals

(2012) Angkoon Phinyomark et al.   EXPERT SYSTEMS WITH APPLICATIONS

Toward improved control of prosthetic fingers using surface electromyogram (EMG) signals

(2012) Rami N. Khushaba et al.   EXPERT SYSTEMS WITH APPLICATIONS

Feature reduction and selection for EMG signal classification

(2012) Angkoon Phinyomark et al.   EXPERT SYSTEMS WITH APPLICATIONS

INVESTIGATING LONG-TERM EFFECTS OF FEATURE EXTRACTION METHODS FOR CONTINUOUS EMG PATTERN CLASSIFICATION

(2012) ANGKOON PHINYOMARK et al.   FLUCTUATION AND NOISE LETTERS

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

A novel approach to surface electromyography: an exploratory study of electrode-pair selection based on signal characteristics

(2012) Cynthia Kendell et al.   Journal of NeuroEngineering and Rehabilitation

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

(2012) A. Phinyomark et al.   Measurement Science Review

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

ELECTROMYOGRAPHY (EMG) SIGNAL CLASSIFICATION BASED ON DETRENDED FLUCTUATION ANALYSIS

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

Critical Exponent Analysis Applied to Surface EMG Signals for Gesture Recognition

(2011) Angkoon Phinyomark et al.   Metrology and Measurement Systems

Topology based data analysis identifies a subgroup of breast cancers with a unique mutational profile and excellent survival

(2011) M. Nicolau et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Comparison of k-nearest neighbor, quadratic discriminant and linear discriminant analysis in classification of electromyogram signals based on the wrist-motion directions

(2010) Kang Soo Kim et al.   CURRENT APPLIED PHYSICS

Decoding subtle forearm flexions using fractal features of surface electromyogram from single and multiple sensors

(2010) Sridhar Arjunan et al.   Journal of NeuroEngineering and Rehabilitation

Study of stability of time-domain features for electromyographic pattern recognition

(2010) Dennis Tkach et al.   Journal of NeuroEngineering and Rehabilitation

Topology and data

(2009) Gunnar Carlsson   BULLETIN OF THE AMERICAN MATHEMATICAL SOCIETY

Significant and meaningful effects in sports biomechanics research

(2009) Duane Knudson   Sports Biomechanics

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

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

A Strategy for Identifying Locomotion Modes Using Surface Electromyography

(2008) He Huang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

An Analysis of EMG Electrode Configuration for Targeted Muscle Reinnervation Based Neural Machine Interface

(2008) He Huang et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Fractal analysis of surface electromyography signals: A novel power spectrum-based method

(2008) Mehran Talebinejad et al.   JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY