Linear discriminant analysis

sEMG-Based Joint Force Control for an Upper-Limb Power-Assist Exoskeleton Robot

Zhijun Li, Baocheng Wang, Fuchun Sun, Chenguang Yang, Qing Xie, Weidong Zhang

Citations: 193 • 2014

Speech emotion recognition based on an improved brain emotion learning model

Zhentao Liu, Qiao Xie, Min Wu, Weihua Cao, Ying Mei, Jun-Wei Mao

Citations: 169 • 2018

Recognition of Affect Based on Gait Patterns

Michelle Karg, Kolja Kühnlenz, Martin Buss

Citations: 151 • 2010

A Survey on Perception Methods for Human–Robot Interaction in Social Robots

Haibin Yan, Marcelo H. Ang, A.N. Poo

Citations: 142 • 2013

Performance analysis of LDA, QDA and KNN algorithms in left-right limb movement classification from EEG data

Saugat Bhattacharyya, Anwesha Khasnobish, Somsirsa Chatterjee, Amit Konar, D. N. Tibarewala

Citations: 132 • 2010

Data Augmentation for Motor Imagery Signal Classification Based on a Hybrid Neural Network

Kai Zhang, Guanghua Xu, Zezhen Han, Kaiquan Ma, Xiaowei Zheng, Longting Chen, Nan Duan, Sicong Zhang

Citations: 122 • 2020

Ultrasound-Based Sensing Models for Finger Motion Classification

Youjia Huang, Xingchen Yang, Yuefeng Li, Dalin Zhou, Keshi He, Honghai Liu

Citations: 110 • 2017

Comparative analysis of features extracted from EEG spatial, spectral and temporal domains for binary and multiclass motor imagery classification

Seung-Bo Lee, Hyun-Ji Kim, Hakseung Kim, Ji-Hoon Jeong, Seong‐Whan Lee, Dong‐Joo Kim

Citations: 99 • 2019

Pattern Recognition: Ideas in Practice

Bruce G. Batchelor

Citations: 94 • 1978

Assessment of beer quality based on foamability and chemical composition using computer vision algorithms, near infrared spectroscopy and machine learning algorithms

Claudia Gonzalez Viejo, Sigfredo Fuentes, Damir D. Torrico, Kate Howell, Frank R. Dunshea

Citations: 89 • 2017

Feature extraction and classification for EMG signals using linear discriminant analysis

Sachin Negi, Yatindra Kumar, V. M. Mishra

Citations: 82 • 2016

Mental tasks-based brain–robot interface

Eduardo Iáñez, José M. Azorín, Andrés Úbeda, José Manuel Ferrández, Eduardo Fernández

Citations: 81 • 2010

A Wireless BCI and BMI System for Wearable Robots

Wei He, Yue Zhao, Haoyue Tang, Changyin Sun, Wei Fu

Citations: 78 • 2015

Automated Facial Expression Classification and affect interpretation using infrared measurement of facial skin temperature variations

Masood Mehmood Khan, Michael Ingleby, Robert Ward

Citations: 76 • 2006

Machine Learning-Based Feature Extraction and Classification of EMG Signals for Intuitive Prosthetic Control

Chiang Liang Kok, Chee Kit Ho, Fu Kai Tan, Yit Yan Koh

Citations: 75 • 2024

Performance analysis of left/right hand movement classification from EEG signal by intelligent algorithms

Saugat Bhattacharyya, Anwesha Khasnobish, Amit Konar, D. N. Tibarewala, Atulya K. Nagar

Citations: 74 • 2011

Teleoperated robotic arm movement using electromyography signal with wearable Myo armband

Hussein F. Hassan, Sadiq J. Abou-Loukh, Ibraheem Kasim Ibraheem

Citations: 72 • 2019

A foot-wearable interface for locomotion mode recognition based on discrete contact force distribution

Baojun Chen, Xuegang Wang, Yan Huang, Kunlin Wei, Qining Wang

Citations: 70 • 2015

Machine Learning-Based Supervised Classification of Point Clouds Using Multiscale Geometric Features

Muhammed Enes Atik, Zaide Duran, Dursun Zafer Şeker

Citations: 66 • 2021

Classification of different reaching movements from the same limb using EEG

Farid Shiman, Eduardo López‐Larraz, Andrea Sarasola-Sanz, Nerea Irastorza-Landa, Martin Spüler, Niels Birbaumer, Ander Ramos‐Murguialday

Citations: 65 • 2017