Dimensionality analysis in machine learning failure detection models. A case study with LNG compressors.
Fernando Hidalgo-MompeánJuan Francisco Gómez FernándezGonzalo Cerruela GarcíaAdolfo Crespo MárquezPublished in: Comput. Ind. (2021)
Keyphrases
- machine learning
- failure detection
- machine learning algorithms
- data driven approaches
- data analysis
- machine learning approaches
- data mining
- predictive modeling
- machine learning methods
- decision trees
- prior knowledge
- information extraction
- dimensionality reduction
- model selection
- historical data
- computer vision
- artificial intelligence
- test bed
- data compression
- learning tasks
- experimental data
- case study
- text classification
- probabilistic model
- artificial neural networks
- pattern recognition