Hyperparameter Tuning and Feature Selection for Improving Flow Instability Detection in Offshore Oil Wells.
Bruno Guilherme CarvalhoRicardo Emanuel Vaz VargasRicardo Menezes SalgadoCelso José MunaroFlávio Miguel VarejãoPublished in: INDIN (2021)
Keyphrases
- feature selection
- oil production
- oil spill
- model selection
- text categorization
- detection algorithm
- oil field
- detection method
- neural network
- automatic detection
- object detection
- machine learning
- feature extraction
- detection rate
- detection accuracy
- feature selection algorithms
- dimensionality reduction
- high dimensionality
- gaussian processes
- mutual information
- feature set
- support vector
- face detection
- data sets
- artificial neural networks
- false alarms
- gaussian process
- anomaly detection
- multi class
- discriminative features
- flow patterns