I4TSRS: A System to Assist a Data Engineer in Time-Series Dimensionality Reduction in Industry 4.0 Scenarios.
Kevin VillalobosBorja DiezArantza IllarramendiAlfredo GoñiJosé Miguel BlancoPublished in: CIKM (2018)
Keyphrases
- data sets
- dimensionality reduction
- high dimensional data
- data processing
- database
- computer systems
- data points
- real world
- temporal data
- data quality
- high quality
- data analysis
- image data
- multivariate time series
- privacy preserving
- data collection
- training data
- data sources
- prior knowledge
- data streams
- data structure
- synthetic data
- similarity measure
- missing data
- raw data
- feature extraction
- computer vision
- data mining tasks
- databases
- multidimensional time series