An Empirical Comparison of Bayesian Network Parameter Learning Algorithms for Continuous Data Streams.
Parot RatnapindaMarek J. DruzdzelPublished in: FLAIRS Conference (2013)
Keyphrases
- continuous data streams
- bayesian networks
- learning algorithm
- data streams
- bayesian network structures
- limited memory
- streaming data
- multiple data streams
- learning bayesian networks
- training data
- active learning
- probabilistic inference
- data stream mining
- machine learning
- graphical models
- sliding window
- conditional probabilities
- random variables
- structure learning
- high dimensional
- data structure
- semi supervised
- nearest neighbor
- influence diagrams