Online learning agents for cost-sensitive topical data acquisition from the web.
Mahdi NaghibiReza AnvariAli ForghaniBehrouz MinaeiPublished in: Intell. Data Anal. (2022)
Keyphrases
- data acquisition
- cost sensitive
- online learning
- cost sensitive active learning
- active learning
- cost sensitive learning
- misclassification costs
- multi class
- binary classification
- low cost
- data collection
- monitoring system
- multi agent systems
- multi agent
- high speed
- data processing
- supervisory control
- cost sensitive classification
- class distribution
- naive bayes
- autonomous agents
- data analysis
- class imbalance
- support vector machine
- e learning
- active learning strategies
- real time
- discrete event
- data management
- probability estimation
- bayesian networks
- machine learning