A Cloud-based Analytics Architecture for the Application of Online Machine Learning Algorithms on Data Streams in Consumer-centric Internet of Things Domains.
Theo ZschörnigJonah WindolphRobert WehlitzBogdan FranczykPublished in: IoTBDS (2020)
Keyphrases
- machine learning algorithms
- data streams
- benchmark data sets
- machine learning
- learning algorithm
- machine learning methods
- decision trees
- key technologies
- machine learning models
- learning problems
- predictive accuracy
- big data
- transfer learning
- machine learning systems
- random forests
- machine learning approaches
- machine learning and data mining algorithms
- standard machine learning algorithms
- data sets
- learning tasks
- real world
- statistical machine learning
- sliding window
- business intelligence
- text categorization
- data mining
- neural network