A Novel Feature Extraction for Robust EMG Pattern Recognition - Angkoon Phinyomark; Chusak Limsakul; Pornchai Phukpattaranont (CoRR, 2009)

Robust Eye Movement Recognition Using EOG Signal for Human-Computer Interface. - Siriwadee Aungsakun; Angkoon Phinyomark; Pornchai Phukpattaranont; Chusak Limsakul (ICSECS (2), 2011)

Fractal Analysis of Surface Electromyography (EMG) Signal for Identify Hand Movements Using Critical Exponent Analysis. - Angkoon Phinyomark; Montri Phothisonothai; Pornpana Suklaead; Pornchai Phukpattaranont; Chusak Limsakul (ICSECS (2), 2011)

Feature reduction and selection for EMG signal classification. - Angkoon Phinyomark; Pornchai Phukpattaranont; Chusak Limsakul (Expert Syst. Appl., 2012)

Fractal analysis features for weak and single-channel upper-limb EMG signals. - Angkoon Phinyomark; Pornchai Phukpattaranont; Chusak Limsakul (Expert Syst. Appl., 2012)

A feasibility study on the use of anthropometric variables to make muscle-computer interface more practical. - Angkoon Phinyomark; Franck Quaine; Sylvie Charbonnier; Christine Servière; Franck Tarpin-Bernard; Yann Laurillau (Eng. Appl. Artif. Intell., 2013)

EMG feature evaluation for improving myoelectric pattern recognition robustness. - Angkoon Phinyomark; Franck Quaine; Sylvie Charbonnier; Christine Servière; Franck Tarpin-Bernard; Yann Laurillau (Expert Syst. Appl., 2013)

Feature extraction of the first difference of EMG time series for EMG pattern recognition. - Angkoon Phinyomark; Franck Quaine; Sylvie Charbonnier; Christine Servière; Franck Tarpin-Bernard; Yann Laurillau (Comput. Methods Programs Biomed., 2014)

Probability Density Functions of Stationary Surface EMG Signals in Noisy Environments. - Sirinee Thongpanja; Angkoon Phinyomark; Franck Quaine; Yann Laurillau; Chusak Limsakul; Pornchai Phukpattaranont (IEEE Trans. Instrum. Meas., 2016)

Resting-State fMRI Functional Connectivity: Big Data Preprocessing Pipelines and Topological Data Analysis. - Angkoon Phinyomark; Esther Ibanez-Marcelo; Giovanni Petri (IEEE Trans. Big Data, 2017)

An Investigation of Temporally Inspired Time Domain Features for Electromyographic Pattern Recognition. - Angkoon Phinyomark; Erik J. Scheme (EMBC, 2018)

A feature extraction issue for myoelectric control based on wearable EMG sensors. - Angkoon Phinyomark; Erik J. Scheme (SAS, 2018)

EMG Pattern Recognition in the Era of Big Data and Deep Learning. - Angkoon Phinyomark; Erik J. Scheme (Big Data Cogn. Comput., 2018)

Feature Extraction and Selection for Myoelectric Control Based on Wearable EMG Sensors. - Angkoon Phinyomark; Rami N. Khushaba; Erik J. Scheme (Sensors, 2018)

Linear Discriminant Analysis with Bayesian Risk Parameters for Myoelectric Control. - Evan Campbell; Angkoon Phinyomark; Erik J. Scheme (GlobalSIP, 2019)

Differences in EMG Feature Space between Able-Bodied and Amputee Subjects for Myoelectric Control. - Evan Campbell; Angkoon Phinyomark; Ali H. Al-Timemy; Rami N. Khushaba; Giovanni Petri; Erik J. Scheme (NER, 2019)

Interpreting Deep Learning Features for Myoelectric Control: A Comparison with Handcrafted Features. - Ulysse Côté Allard; Evan Campbell; Angkoon Phinyomark; François Laviolette; Benoit Gosselin; Erik J. Scheme (CoRR, 2019)

Virtual Reality to Study the Gap Between Offline and Real-Time EMG-based Gesture Recognition. - Ulysse Côté Allard; Gabriel Gagnon-Turcotte; Angkoon Phinyomark; Kyrre Glette; Erik J. Scheme; François Laviolette; Benoit Gosselin (CoRR, 2019)

Unsupervised Domain Adversarial Self-Calibration for Electromyographic-based Gesture Recognition. - Ulysse Côté Allard; Gabriel Gagnon-Turcotte; Angkoon Phinyomark; Kyrre Glette; Erik J. Scheme; François Laviolette; Benoit Gosselin (CoRR, 2019)

Topology highlights mesoscopic functional equivalence between imagery and perception: The case of hypnotizability. - Esther Ibanez-Marcelo; Lisa Campioni; Angkoon Phinyomark; Giovanni Petri; Enrica L. Santarcangelo (NeuroImage, 2019)

Long-term 3DC Dataset. - Ulysse Côté Allard; Gabriel Gagnon-Turcotte; Angkoon Phinyomark; Kyrre Glette; Erik J. Scheme; François Laviolette; Benoit Gosselin (IEEE DataPort, 2019)

Wearable EMG-Based Gesture Recognition Systems During Activities of Daily Living: An Exploratory Study. - Jason Chang; Angkoon Phinyomark; Scott Bateman; Erik J. Scheme (EMBC, 2020)

Assessment of EMG Benchmark Data for Gesture Recognition Using the NinaPro Database. - Jason Chang; Angkoon Phinyomark; Erik J. Scheme (EMBC, 2020)

Unsupervised Domain Adversarial Self-Calibration for Electromyography-Based Gesture Recognition. - Ulysse Côté Allard; Gabriel Gagnon-Turcotte; Angkoon Phinyomark; Kyrre Glette; Erik J. Scheme; François Laviolette; Benoit Gosselin (IEEE Access, 2020)

Differences in Perspective on Inertial Measurement Unit Sensor Integration in Myoelectric Control. - Evan Campbell; Angkoon Phinyomark; Erik J. Scheme (CoRR, 2020)

A Comparison of Amputee and Able-Bodied Inter-Subject Variability in Myoelectric Control. - Evan Campbell; Jason Chang; Angkoon Phinyomark; Erik J. Scheme (CoRR, 2020)

Current Trends and Confounding Factors in Myoelectric Control: Limb Position and Contraction Intensity. - Evan Campbell; Angkoon Phinyomark; Erik J. Scheme (Sensors, 2020)

Recursive Multi-Signal Temporal Fusions With Attention Mechanism Improves EMG Feature Extraction. - Rami N. Khushaba; Angkoon Phinyomark; Ali H. Al-Timemy; Erik J. Scheme (IEEE Trans. Artif. Intell., 2020)

Verification-Based Design of a Robust EMG Wake Word. - Pradeep Kumar 002; Angkoon Phinyomark; Erik J. Scheme (EMBC, 2021)

Data Pre-Processing of Infrared Spectral Breathprints for Lung Cancer Detection. - Robyn Larracy; Angkoon Phinyomark; Erik J. Scheme (EMBC, 2021)

Machine Learning Model Validation for Early Stage Studies with Small Sample Sizes. - Robyn Larracy; Angkoon Phinyomark; Erik J. Scheme (EMBC, 2021)

A long short-term recurrent spatial-temporal fusion for myoelectric pattern recognition. - Rami N. Khushaba; Erik J. Scheme; Ali H. Al-Timemy; Angkoon Phinyomark; Ahmed A. Al Taee; Adel Al-Jumaily (Expert Syst. Appl., 2021)

Information Leakage in Performance Evaluation of Pressure-Based Gait Biometric Recognition Systems. - Robyn Larracy; Angkoon Phinyomark; Erik J. Scheme (IJCB, 2022)

Day-to-Day Stability of Wrist EMG for Wearable-Based Hand Gesture Recognition. - Fady S. Botros; Angkoon Phinyomark; Erik J. Scheme (IEEE Access, 2022)

Electromyography-Based Gesture Recognition: Is It Time to Change Focus From the Forearm to the Wrist? - Fady S. Botros; Angkoon Phinyomark; Erik J. Scheme (IEEE Trans. Ind. Informatics, 2022)

Feature Learning Networks for Floor Sensor-based Gait Recognition. - Ala Salehi; Alex Roberts; Angkoon Phinyomark; Erik J. Scheme (EMBC, 2023)

Sample Size in Floor Sensor-Based Gait Recognition for Smart Home and Access Control Scenarios. - Saeed Kazemi; Angkoon Phinyomark; Erik J. Scheme (SAS, 2023)

Gait Representation: from Vision-Based to Floor Sensor-Based Gait Recognition. - Robyn Larracy; Angkoon Phinyomark; Erik J. Scheme (SAS, 2023)

Gait Recognition Using EigenfeetNet. - Alex Roberts; Ala Salehi; Angkoon Phinyomark; Erik J. Scheme (SAS, 2023)

LibEMG: An Open Source Library to Facilitate the Exploration of Myoelectric Control. - Ethan Eddy; Evan Campbell; Angkoon Phinyomark; Scott Bateman; Erik J. Scheme (IEEE Access, 2023)

Underfoot Pressure-Based Left and Right Foot Classification Algorithms: The Impact of Footwear. - Eve Macdonald; Robyn Larracy; Angkoon Phinyomark; Erik J. Scheme (IEEE Access, 2023)

Covariate Analysis for Footstep Recognition Using Unsupervised Hierarchical Clustering. - Neha Kulkarni; Robyn Larracy; Angkoon Phinyomark; Erik J. Scheme (EMBC, 2024)

StepGAN: Gait Feature Extraction Using Generative Adversarial Networks for Footstep Recognition. - Robyn Larracy; Shikder Shafiul Bashar; Angkoon Phinyomark; Erik J. Scheme (EMBC, 2024)

Variability-based assessment of assisted gait using a multi-sensor instrumented cane. - Angkoon Phinyomark; Robyn Larracy; Satinder Gill; Erik J. Scheme (Comput. Biol. Medicine, 2025)

UNB StepUP: A footStep database for gait analysis and recognition using Underfoot Pressure. - Robyn Larracy; Angkoon Phinyomark; Ala Salehi; Eve Macdonald; Saeed Kazemi; Shikder Shafiul Bashar; Aaron Tabor; Erik J. Scheme (CoRR, 2025)