Efficient Learning Algorithms for Agents Mining Time-Changing Data Streams.
Lior CohenGil AvrahamiMark LastAbraham KandelPublished in: CIMCA/IAWTIC (2006)
Keyphrases
- data streams
- learning algorithm
- stream mining
- continuous data streams
- multi agent
- multi agent systems
- limited memory
- autonomous agents
- sliding window
- multiagent systems
- intelligent agents
- multiple data streams
- data sets
- machine learning
- training data
- active learning
- dynamic environments
- cooperative
- sensor networks
- pattern mining
- single pass
- coalition formation
- streaming data
- efficient learning
- multiple agents
- machine learning algorithms
- trust model
- data mining methods
- supervised learning
- frequent itemsets
- mobile agents