Coping with Data Distribution Shifts: XAI-Based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction.
Tobias ClementTruong Thanh Hung NguyenNils KemmerzellMohamed AbdelaalDavor StjeljaPublished in: AI (2) (2023)
Keyphrases
- data distribution
- energy consumption
- adaptive learning
- data points
- high dimensional data
- wireless sensor networks
- sensor networks
- energy efficient
- energy efficiency
- energy saving
- data streams
- energy conservation
- learning objects
- routing protocol
- reinforcement learning
- communication cost
- index structure
- learning environment
- learning resources
- routing algorithm
- e learning
- data center
- sensor nodes
- neural network
- data mining
- concept maps
- data management
- high dimensional
- nearest neighbor
- context aware
- learning activities
- machine learning
- low dimensional
- total energy