Energy Efficiency and Classification Locality: Pareto-optimal trade-offs in multi-class sensor-based Human Activity Recognition.
Thomas HoofBenjamin BuchwitzPublished in: HICSS (2024)
Keyphrases
- multi class
- human activity recognition
- energy efficiency
- pareto optimal
- support vector machine
- multi class classifier
- multi class classification
- binary and multi class
- multiple classes
- binary classifiers
- multi class boosting
- cost sensitive
- energy consumption
- power consumption
- feature selection
- wireless sensor networks
- multi class problems
- multi objective
- sensor networks
- activity recognition
- multiple objectives
- human activities
- data center
- error correcting output codes
- machine learning
- support vector
- feature vectors
- decision trees
- multi objective optimization
- object detection
- pairwise
- routing protocol
- smart home
- sensor data
- image classification
- response time
- feature space
- nsga ii
- nash equilibrium
- training samples
- k nearest neighbor
- data points
- multi agent systems
- computer vision