Concept Drift and Avoiding its Negative Effects in Predictive Modeling of Failures of Electricity Production Units in Power Plants.
Marek MoledaAlina MomotDariusz MrozekPublished in: MASCOTS (2020)
Keyphrases
- concept drift
- negative effects
- predictive modeling
- power plant
- electric power
- power generation
- wind power
- data streams
- positive effects
- data mining methods
- knowledge discovery
- statistical modeling
- non stationary
- soft computing
- classification algorithm
- production cost
- data analysis
- change detection
- data mining
- text mining
- electricity markets
- historical data
- data distribution
- machine learning
- data mining techniques
- fault diagnosis
- business intelligence
- wind speed
- decision support system
- computational intelligence
- case study
- databases
- knowledge management
- data warehouse
- image processing
- artificial intelligence
- learning algorithm