Machine Learning From Distributed, Streaming Data [From the Guest Editors].
Waheed U. BajwaVolkan CevherDimitris S. PapailiopoulosAnna ScaglionePublished in: IEEE Signal Process. Mag. (2020)
Keyphrases
- streaming data
- machine learning
- decision tree construction
- data streams
- concept drift
- sliding window
- distributed systems
- data stream mining
- evolving data streams
- data distribution
- massive data streams
- computer vision
- stream mining
- active learning
- decision trees
- anomaly detection
- continuous queries
- stream processing
- virtual machine
- machine learning methods
- load balancing
- text mining
- data analysis
- feature selection
- learning algorithm
- data mining
- model selection
- data sets
- natural language processing
- semi supervised
- information extraction
- image analysis
- pattern recognition
- support vector
- training data