Classification in Early Fire Detection Using Multi-Sensor Nodes - A Transfer Learning Approach.
Pascal VorwerkJörg KelleterSteffen MüllerUlrich KrausePublished in: Sensors (2024)
Keyphrases
- transfer learning
- wireless sensor networks
- sensor nodes
- sensor networks
- text classification
- machine learning
- cross domain learning
- knowledge transfer
- learning tasks
- resource constrained
- labeled data
- machine learning algorithms
- cross domain
- reinforcement learning
- energy consumption
- feature space
- energy efficient
- data transmission
- decision trees
- active learning
- collaborative filtering
- unlabeled data
- semi supervised learning
- class labels
- sensor data
- support vector machine
- energy efficiency
- supervised learning
- base station
- neural network
- mobile sensor networks
- resource limitations
- domain adaptation
- semi supervised
- routing algorithm
- data collection
- text categorization
- multi task
- wireless communication
- activity recognition
- data sources
- feature selection
- training data
- transfer knowledge
- transferring knowledge
- unsupervised learning