Fuzzy Support Vector Machine for EMG Pattern Recognition and Myoelectrical Prosthesis Control

Advances in Neural Networks – ISNN 2007 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-72393-6_152 ◽

2007 ◽

pp. 1291-1298 ◽

Author(s):

Lingling Chen ◽

Peng Yang ◽

Xiaoyun Xu ◽

Xin Guo ◽

Xueping Zhang

Keyword(s):

Pattern Recognition ◽

Support Vector Machine ◽

Support Vector ◽

Fuzzy Support Vector Machine ◽

Emg Pattern Recognition ◽

Prosthesis Control

Download Full-text

Real-Time Surface EMG Pattern Recognition for Hand Gestures Based on Support Vector Machine*

2019 IEEE International Conference on Robotics and Biomimetics (ROBIO) ◽

10.1109/robio49542.2019.8961436 ◽

2019 ◽

Author(s):

Zhen Zhang ◽

Yugui Tang ◽

Sichen Zhao ◽

Xinpeng Zhang

Keyword(s):

Pattern Recognition ◽

Support Vector Machine ◽

Real Time ◽

Surface Emg ◽

Support Vector ◽

Hand Gestures ◽

Emg Pattern Recognition

Download Full-text

Real-Time Surface EMG Pattern Recognition for Shoulder Motions Based on Support Vector Machine

Proceedings of the 2020 9th International Conference on Computing and Pattern Recognition ◽

10.1145/3436369.3437434 ◽

2020 ◽

Author(s):

Yang Zhou ◽

Chaoyang Chen ◽

Mark Cheng ◽

Sreten Franovic ◽

Stephanie Muh ◽

...

Keyword(s):

Pattern Recognition ◽

Support Vector Machine ◽

Real Time ◽

Surface Emg ◽

Support Vector ◽

Emg Pattern Recognition

Download Full-text

Chironomid larvae recognition method based on wavelet packet decomposition and fuzzy support vector machine

Journal of Computer Applications ◽

10.3724/sp.j.1087.2010.00227 ◽

2010 ◽

Vol 30 (1) ◽

pp. 227-229

Author(s):

Jing-ying ZHAO ◽

Hai GUO ◽

Xing-bin SUN ◽

Yun-han JIANG

Keyword(s):

Support Vector Machine ◽

Wavelet Packet ◽

Support Vector ◽

Wavelet Packet Decomposition ◽

Recognition Method ◽

Fuzzy Support Vector Machine ◽

Chironomid Larvae

Download Full-text

Recognition of splice sites based on fuzzy support vector machine

Journal of Computer Applications ◽

10.3724/sp.j.1087.2011.01117 ◽

2011 ◽

Vol 31 (4) ◽

pp. 1117-1120

Author(s):

Bo SUN ◽

Xiao-xia LI ◽

Cheng-guo LI

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Splice Sites ◽

Fuzzy Support Vector Machine

Download Full-text

Detection of Dendritic Spines Using Wavelet Packet Entropy and Fuzzy Support Vector Machine

CNS & Neurological Disorders - Drug Targets ◽

10.2174/1871527315666161111123638 ◽

2017 ◽

Vol 16 (2) ◽

pp. 116-121 ◽

Author(s):

Shuihua Wang ◽

Yang Li ◽

Ying Shao ◽

Carlo Cattani ◽

Yudong Zhang ◽

...

Keyword(s):

Support Vector Machine ◽

Dendritic Spines ◽

Wavelet Packet ◽

Support Vector ◽

Fuzzy Support Vector Machine

Download Full-text

Stochastic gradient support vector machine with local structural information for pattern recognition

International Journal of Machine Learning and Cybernetics ◽

10.1007/s13042-021-01303-x ◽

2021 ◽

Author(s):

Liming Liu ◽

Ping Li ◽

Maoxiang Chu ◽

Hongbin Cai

Keyword(s):

Pattern Recognition ◽

Support Vector Machine ◽

Structural Information ◽

Stochastic Gradient ◽

Download Full-text

An Effective Fuzzy Support Vector Machine based Seizure Detection Model using EEG Signals

2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA) ◽

10.1109/iceca49313.2020.9297607 ◽

2020 ◽

Author(s):

P. Suguna ◽

B. Kirubagari ◽

R. Umamaheswari

Keyword(s):

Support Vector Machine ◽

Seizure Detection ◽

Support Vector ◽

Eeg Signals ◽

Fuzzy Support Vector Machine ◽

Detection Model

Download Full-text

Imbalanced data classification using complementary fuzzy support vector machine techniques and SMOTE

2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC) ◽

10.1109/smc.2017.8122737 ◽

2017 ◽

Author(s):

Ratchakoon Pruengkarn ◽

Kok Wai Wong ◽

Chun Che Fung

Keyword(s):

Support Vector Machine ◽

Imbalanced Data ◽

Data Classification ◽

Support Vector ◽

Fuzzy Support Vector Machine ◽

Imbalanced Data Classification

Download Full-text

Compounding General Purpose Membership Functions for Fuzzy Support Vector Machine Under Noisy Environment

IEEE Transactions on Fuzzy Systems ◽

10.1109/tfuzz.2017.2722421 ◽

2017 ◽

Vol 25 (6) ◽

pp. 1446-1459 ◽

Author(s):

Rahul Kumar Sevakula ◽

Nishchal Kumar Verma

Keyword(s):

Support Vector Machine ◽

General Purpose ◽

Support Vector ◽

Membership Functions ◽

Noisy Environment ◽

Fuzzy Support Vector Machine

Download Full-text

Classification of urban vegetation patterns from hyperspectral imagery: hybrid algorithm based on genetic algorithm tuned fuzzy support vector machine

Optical Engineering ◽

10.1117/1.oe.51.11.111709 ◽

2012 ◽

Vol 51 (11) ◽

pp. 111709 ◽

Author(s):

Mandi Zhou

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Hybrid Algorithm ◽

Hyperspectral Imagery ◽

Support Vector ◽

Urban Vegetation ◽

Vegetation Patterns ◽

Fuzzy Support Vector Machine

Download Full-text