Flow Instability Detection in Offshore Oil Wells with Multivariate Time Series Machine Learning Classifiers.
Bruno Guilherme CarvalhoRicardo Emanuel Vaz VargasRicardo Menezes SalgadoCelso José MunaroFlávio Miguel VarejãoPublished in: ISIE (2021)
Keyphrases
- multivariate time series
- machine learning
- decision trees
- oil production
- feature selection
- oil field
- support vector
- pattern recognition
- multivariate time series data
- training data
- data mining
- object detection
- temporal data
- categorical data
- spatial structure
- support vector machine
- training set
- data analysis
- text classification
- model selection
- dimension reduction
- learning algorithm