A Framework for Preprocessing Multivariate, Topology-Aware Time Series and Event Data in a Multi-System Environment.
Andreas SchörgenhumerMario KahlhoferPeter ChaluparPaul GrünbacherHanspeter MössenböckPublished in: HASE (2019)
Keyphrases
- preprocessing
- data sets
- raw data
- training data
- data analysis
- real time
- mobile robot
- data collection
- database
- sensor data
- image data
- knowledge discovery
- end users
- original data
- data quality
- multivariate time series
- high quality
- data processing
- multivariate data
- high dimensional data
- data mining techniques
- data structure
- data mining
- computer systems
- spatial data
- data mining algorithms
- statistical methods
- data points
- data sources
- prior knowledge
- data mining tasks
- sensory data
- spatiotemporal data
- multivariate time series data