Human-Machine Interface: Multiclass Classification by Machine Learning on 1D EOG Signals for the Control of an Omnidirectional Robot.
Francisco David Pérez-ReynosoLiliam Rodriguez-GuerreroJulio César Salgado RamírezRocío Ortega-PalaciosPublished in: Sensors (2021)
Keyphrases
- human machine interface
- multiclass classification
- machine learning
- mobile robot
- multi class
- machine learning algorithms
- human machine interfaces
- vision system
- gesture recognition
- binary classification
- control system
- support vector machine
- computer vision
- machine learning methods
- decision trees
- head movements
- model selection
- binary classifiers
- learning problems
- cost sensitive
- humanoid robot
- semi supervised learning
- eye tracking
- active learning
- feature extraction
- feature selection
- learning algorithm