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1

Feature reduction and selection for EMG signal classification

Angkoon Phinyomark, Pornchai Phukpattaranont, Chusak Limsakul

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 1.06 MB

english, 2012

2

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

Phinyomark, Angkoon, Quaine, Franck, Charbonnier, Sylvie, Serviere, Christine, Tarpin-Bernard, Franck, Laurillau, Yann

Journal:

Computer Methods and Programs in Biomedicine

Year:

2014

Language:

english

File:

PDF, 1.10 MB

english, 2014

3

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

Angkoon Phinyomark, Pornchai Phukpattaranont, Chusak Limsakul

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 788 KB

english, 2012

4

Gender differences in gait kinematics for patients with knee osteoarthritis

Phinyomark, Angkoon, Osis, Sean T., Hettinga, Blayne A., Kobsar, Dylan, Ferber, Reed

Journal:

BMC Musculoskeletal Disorders

Year:

2016

Language:

english

File:

PDF, 1.48 MB

english, 2016

5

Runners with patellofemoral pain demonstrate sub-groups of pelvic acceleration profiles using hierarchical cluster analysis: an exploratory cross-sectional study

Watari, Ricky, Osis, Sean T., Phinyomark, Angkoon, Ferber, Reed

Journal:

BMC Musculoskeletal Disorders

Year:

2018

Language:

english

File:

PDF, 887 KB

english, 2018

6

EMG Pattern Recognition in the Era of Big Data and Deep Learning

Phinyomark, Angkoon, Scheme, Erik

Journal:

Big Data and Cognitive Computing

Year:

2018

Language:

english

File:

PDF, 376 KB

english, 2018

7

Topology highlights mesoscopic functional equivalence between imagery and perception: The case of hypnotizability

Ibáñez-Marcelo, Esther, Campioni, Lisa, Phinyomark, Angkoon, Petri, Giovanni, Santarcangelo, Enrica L.

Journal:

Year:

2019

Language:

english

File:

PDF, 1.26 MB

english, 2019

8

Interpreting Deep Learning Features for Myoelectric Control: A Comparison With Handcrafted Features

CÃ´tÃ©-Allard, Ulysse, Campbell, Evan, Phinyomark, Angkoon, Laviolette, FranÃ§ois, Gosselin, Benoit, Scheme, Erik

Journal:

Frontiers in Bioengineering and Biotechnology

Year:

2020

File:

PDF, 5.50 MB

2020

9

Fractal Analysis of Human Gait Variability via Stride Interval Time Series

Phinyomark, Angkoon, Larracy, Robyn, Scheme, Erik

Journal:

Frontiers in Physiology

Year:

2020

File:

PDF, 1.25 MB

2020

10

[IEEE 2009 Conference on Innovative Technologies in Intelligent Systems and Industrial Applications (CITISIA) - Kuala Lumpur, Malaysia (2009.07.25-2009.07.26)] 2009 Innovative Technologies in Intelligent Systems and Industrial Applications - EMG denoising estimation based on adaptive wavelet thresholding for multifunction myoelectric control

Phinyomark, Angkoon, Limsakul, Chusak, Phukpattaranont, Pornchai

Year:

2009

Language:

english

File:

PDF, 886 KB

english, 2009

11

A feasibility study on the use of anthropometric variables to make muscle–computer interface more practical

Phinyomark, Angkoon, Quaine, Franck, Charbonnier, Sylvie, Serviere, Christine, Tarpin-Bernard, Franck, Laurillau, Yann

Journal:

Engineering Applications of Artificial Intelligence

Year:

2013

Language:

english

File:

PDF, 881 KB

english, 2013

12

EMG feature evaluation for improving myoelectric pattern recognition robustness

Phinyomark, Angkoon, Quaine, Franck, Charbonnier, Sylvie, Serviere, Christine, Tarpin-Bernard, Franck, Laurillau, Yann

Journal:

Expert Systems with Applications

Year:

2013

Language:

english

File:

PDF, 934 KB

english, 2013

13

APPLICATIONS OF VARIANCE FRACTAL DIMENSION: A SURVEY

PHINYOMARK, ANGKOON, PHUKPATTARANONT, PORNCHAI, LIMSAKUL, CHUSAK

Journal:

Year:

2014

Language:

english

File:

PDF, 802 KB

english, 2014

14

[IEEE 2013 10th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2013) - Krabi, Thailand (2013.05.15-2013.05.17)] 2013 10th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology - Optimal EMG amplitude detectors for muscle-computer interface

Phinyomark, Angkoon, Thongpanja, Sirinee, Quaine, Franck, Laurillau, Yann, Limsakul, Chusak, Phukpattaranont, Pornchai

Year:

2013

Language:

english

File:

PDF, 356 KB

english, 2013

15

[IEEE 2012 9th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2012) - Phetchaburi, Thailand (2012.05.16-2012.05.18)] 2012 9th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology - A preliminary study assessing time-domain EMG features of classifying exercises in preventing falls in the elderly

Phinyomark, Angkoon, Chujit, Gongrit, Phukpattaranont, Pornchai, Limsakul, Chusak, Huosheng Hu,

Year:

2012

Language:

english

File:

PDF, 387 KB

english, 2012

16

[IEEE 2013 10th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2013) - Krabi, Thailand (2013.05.15-2013.05.17)] 2013 10th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology - Probability density of electromyography signal for different levels of contraction of biceps brachii

Thongpanja, Sirinee, Phinyomark, Angkoon, Limsakul, Chusak, Phukpattaranont, Pornchai

Year:

2013

Language:

english

File:

PDF, 742 KB

english, 2013

17

WAVELET-BASED DENOISING ALGORITHM FOR ROBUST EMG PATTERN RECOGNITION

PHINYOMARK, ANGKOON, PHUKPATTARANONT, PORNCHAI, LIMSAKUL, CHUSAK

Journal:

Fluctuation and Noise Letters

Year:

2011

Language:

english

File:

PDF, 638 KB

english, 2011

18

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

PHINYOMARK, ANGKOON, QUAINE, FRANCK, LAURILLAU, YANN, THONGPANJA, SIRINEE, LIMSAKUL, CHUSAK, PHUKPATTARANONT, PORNCHAI

Journal:

Fluctuation and Noise Letters

Year:

2013

Language:

english

File:

PDF, 554 KB

english, 2013

19

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

PHINYOMARK, ANGKOON, PHUKPATTARANONT, PORNCHAI, LIMSAKUL, CHUSAK

Journal:

Fluctuation and Noise Letters

Year:

2012

Language:

english

File:

PDF, 2.78 MB

english, 2012

20

ELECTROMYOGRAPHY (EMG) SIGNAL CLASSIFICATION BASED ON DETRENDED FLUCTUATION ANALYSIS

PHINYOMARK, ANGKOON, PHUKPATTARANONT, PORNCHAI, LIMSAKUL, CHUSAK, PHOTHISONOTHAI, MONTRI

Journal:

Fluctuation and Noise Letters

Year:

2011

Language:

english

File:

PDF, 834 KB

english, 2011

21

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

Jitaree, Sirinapa, Phinyomark, Angkoon, Boonyaphiphat, Pleumjit, Phukpattaranont, Pornchai

Journal:

Year:

2015

Language:

english

File:

PDF, 1.04 MB

english, 2015

22

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

Phinyomark, Angkoon, Limsakul, Chusak, Phukpattaranont, Pornchai

Journal:

IETE Technical Review

Year:

2011

Language:

english

File:

PDF, 1.35 MB

english, 2011

23

[IEEE 2015 7th International Conference on Knowledge and Smart Technology (KST) - Chonburi (2015.1.28-2015.1.31)] 2015 7th International Conference on Knowledge and Smart Technology (KST) - A robust measure of probability density function of various noises in electromyography (EMG) signal acquisition

Thongpanja, Sirinee, Phinyomark, Angkoon, Limsakul, Chusak, Phukpattaranont, Pornchai

Year:

2015

Language:

english

File:

PDF, 222 KB

english, 2015

24

Do intermediate- and higher-order principal components contain useful information to detect subtle changes in lower extremity biomechanics during running?

Phinyomark, Angkoon, Hettinga, Blayne A., Osis, Sean, Ferber, Reed

Journal:

Human Movement Science

Year:

2015

Language:

english

File:

PDF, 1.24 MB

english, 2015

25

Kinematic gait patterns in healthy runners: A hierarchical cluster analysis

Phinyomark, Angkoon, Osis, Sean, Hettinga, Blayne A., Ferber, Reed

Journal:

Journal of Biomechanics

Year:

2015

Language:

english

File:

PDF, 3.22 MB

english, 2015

26

Analysis of Electromyography in Dynamic Hand Motions Using L-Kurtosis

Thongpanja, Sirinee, Phinyomark, Angkoon, Limsakul, Chusak, Phukpattaranont, Pornchai

Journal:

Applied Mechanics and Materials

Year:

2015

Language:

english

File:

PDF, 1.37 MB

english, 2015

27

Critical Exponent Analysis Applied to Surface EMG Signals for Gesture Recognition

Phinyomark, Angkoon, Phothisonothai, Montri, Phukpattaranont, Pornchai, Limsakul, Chusak

Journal:

Metrology and Measurement Systems

Year:

2011

Language:

english

File:

PDF, 1.27 MB

english, 2011

28

Probability Density Functions of Stationary Surface EMG Signals in Noisy Environments

Thongpanja, Sirinee, Phinyomark, Angkoon, Quaine, Franck, Laurillau, Yann, Limsakul, Chusak, Phukpattaranont, Pornchai

Journal:

IEEE Transactions on Instrumentation and Measurement

Year:

2016

Language:

english

File:

PDF, 2.12 MB

english, 2016

29

Determination of patellofemoral pain sub-groups and development of a method for predicting treatment outcome using running gait kinematics

Watari, Ricky, Kobsar, Dylan, Phinyomark, Angkoon, Osis, Sean, Ferber, Reed

Journal:

Clinical Biomechanics

Year:

2016

Language:

english

File:

PDF, 1.61 MB

english, 2016

30

Reliability of gait analysis using wearable sensors in patients with knee osteoarthritis

Kobsar, Dylan, Osis, Sean T., Phinyomark, Angkoon, Boyd, Jeffrey E., Ferber, Reed

Journal:

Journal of Biomechanics

Year:

2016

Language:

english

File:

PDF, 1.05 MB

english, 2016

31

Kinematic Gait Patterns in Competitive and Recreational Runners

Clermont, Christian A., Osis, Sean T., Phinyomark, Angkoon, Ferber, Reed

Journal:

Journal of Applied Biomechanics

Year:

2017

Language:

english

File:

PDF, 1.01 MB

english, 2017

32

Analysis of Big Data in Gait Biomechanics: Current Trends and Future Directions

Phinyomark, Angkoon, Petri, Giovanni, Ibáñez-Marcelo, Esther, Osis, Sean T., Ferber, Reed

Journal:

Journal of Medical and Biological Engineering

Year:

2017

Language:

english

File:

PDF, 1.64 MB

english, 2017

33

Classification of higher- and lower-mileage runners based on running kinematics

Clermont, Christian A., Phinyomark, Angkoon, Osis, Sean T., Ferber, Reed

Journal:

Journal of Sport and Health Science

Year:

2017

Language:

english

File:

PDF, 1.70 MB

english, 2017

34

Resting-State fMRI Functional Connectivity: Big Data Preprocessing Pipelines and Topological Data Analysis

Phinyomark, Angkoon, Ibanez-Marcelo, Esther, Petri, Giovanni

Journal:

IEEE Transactions on Big Data

Year:

2017

Language:

english

File:

PDF, 6.11 MB

english, 2017

35

Navigating features: a topologically informed chart of electromyographic features space

Phinyomark, Angkoon, Khushaba, Rami N., Ibáñez-Marcelo, Esther, Patania, Alice, Scheme, Erik, Petri, Giovanni

Journal:

Journal of The Royal Society Interface

Year:

2017

Language:

english

File:

PDF, 791 KB

english, 2017

36

[IEEE 2018 IEEE Sensors Applications Symposium (SAS) - Seoul (2018.3.12-2018.3.14)] 2018 IEEE Sensors Applications Symposium (SAS) - A feature extraction issue for myoelectric control based on wearable EMG sensors

Phinyomark, Angkoon, Scheme, Erik

Year:

2018

Language:

english

File:

PDF, 1.29 MB

english, 2018

37

Gender and Age-Related Differences in Bilateral Lower Extremity Mechanics during Treadmill Running

Phinyomark, Angkoon, Hettinga, Blayne A., Osis, Sean T., Ferber, Reed, Zadpoor, Amir A.

Journal:

Year:

2014

Language:

english

File:

PDF, 502 KB

english, 2014

38

Feature Extraction and Selection for Myoelectric Control Based on Wearable EMG Sensors

Phinyomark, Angkoon, N. Khushaba, Rami, Scheme, Erik

Journal:

Year:

2018

Language:

english

File:

PDF, 332 KB

english, 2018

39

[IEEE 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Honolulu, HI, USA (2018.7.18-2018.7.21)] 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - An Investigation of Temporally Inspired Time Domain Features for Electromyographic Pattern Recognition

Phinyomark, Angkoon, Scheme, Erik

Year:

2018

Language:

english

File:

PDF, 658 KB

english, 2018

40

Feature Extraction and Selection for Pain Recognition Using Peripheral Physiological Signals

Campbell, Evan, Phinyomark, Angkoon, Scheme, Erik

Journal:

Frontiers in Neuroscience

Year:

2019

Language:

english

File:

PDF, 2.91 MB

english, 2019

41

Feature Extraction and Selection for Pain Recognition Using Peripheral Physiological Signals

Campbell, Evan, Phinyomark, Angkoon, Scheme, Erik

Journal:

Frontiers in Neuroscience

Year:

2019

File:

PDF, 2.91 MB

2019

42

[IEEE 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER) - San Francisco, CA, USA (2019.3.20-2019.3.23)] 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER) - Differences in EMG Feature Space between Able-Bodied and Amputee Subjects for Myoelectric Control

Campbell, Evan, Phinyomark, Angkoon, Al-Timemy, Ali H., Khushaba, Rami N., Petri, Giovanni, Scheme, Erik

Year:

2019

Language:

english

File:

PDF, 610 KB

english, 2019

43

[IEEE 2018 IEEE Life Sciences Conference (LSC) - Montreal, QC (2018.10.28-2018.10.30)] 2018 IEEE Life Sciences Conference (LSC) - Novel Features for EMG Pattern Recognition Based on Higher Order Crossings

Phinyomark, Angkoon, Scheme, Erik

Year:

2018

File:

PDF, 632 KB

2018

44

Current Trends and Confounding Factors in Myoelectric Control: Limb Position and Contraction Intensity

Campbell, Evan, Phinyomark, Angkoon, Scheme, Erik

Journal:

Year:

2020

Language:

english

File:

PDF, 3.51 MB

english, 2020

45

[IEEE 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society - Montreal, QC, Canada (2020.7.20-2020.7.24)] 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) - Wearable EMG-Based Gesture Recognition Systems During Activities of Daily Living: An Exploratory Study

Chang, Jason, Phinyomark, Angkoon, Bateman, Scott, Scheme, Erik

Year:

2020

File:

PDF, 5.29 MB

2020

46

[IEEE 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society - Montreal, QC, Canada (2020.7.20-2020.7.24)] 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) - Assessment of EMG Benchmark Data for Gesture Recognition Using the NinaPro Database

Chang, Jason, Phinyomark, Angkoon, Scheme, Erik

Year:

2020

File:

PDF, 571 KB

2020

47

Unsupervised Domain Adversarial Self-Calibration for Electromyography-Based Gesture Recognition

Cote-Allard, Ulysse, Gagnon-Turcotte, Gabriel, Phinyomark, Angkoon, Glette, Kyrre, Scheme, Erik J., Laviolette, Francois, Gosselin, Benoit

Journal:

Year:

2020

File:

PDF, 2.14 MB

2020