Wearable-Based Stair Climb Power Estimation and Activity Classification.
Dimitrios J. PsaltosFahimeh MamashliTomasz AdamusiakCharmaine DemanueleMar SantamariaMatthew CzechPublished in: Sensors (2022)
Keyphrases
- pattern recognition
- classification algorithm
- classification accuracy
- classification scheme
- pattern classification
- support vector
- support vector machine svm
- machine learning
- density estimation
- classification method
- benchmark datasets
- training set
- feature extraction
- decision trees
- text classification
- training samples
- machine learning algorithms
- class labels
- classification systems
- automatic classification
- classification models
- statistical classification
- image classification
- daily activities
- estimation accuracy
- neural network
- estimation algorithm
- power consumption
- activity recognition
- preprocessing
- decision rules
- multi class
- supervised learning
- model selection