Experimental Study on Machine Learning with Approximation to Data Streams.
Zhang FuJiani JiangPublished in: IoTSMS (2019)
Keyphrases
- experimental study
- data streams
- machine learning
- sliding window
- streaming data
- error bounds
- data sets
- concept drift
- decision trees
- learning algorithm
- sensor networks
- machine learning methods
- machine learning algorithms
- computer vision
- stream data
- artificial intelligence
- closed form
- pattern recognition
- sensor data
- stream mining
- inductive learning
- feature selection
- learning systems
- approximation error
- semi supervised learning
- knowledge acquisition
- change detection
- active learning
- synthetic datasets
- computer science
- continuous data streams
- approximation algorithms
- inductive logic programming
- data distribution
- computational intelligence
- data mining