Benchmarking time series classification - Functional data vs machine learning approaches.
Florian PfistererLaura BeggelXudong SunFabian ScheiplBernd BischlPublished in: CoRR (2019)
Keyphrases
- machine learning approaches
- data sets
- data collection
- high quality
- sensor data
- database
- complex data
- data analysis
- data sources
- input data
- spatial data
- synthetic data
- raw data
- data mining
- small number
- data points
- probability distribution
- decision trees
- original data
- data mining methods
- statistical methods
- data mining algorithms
- statistical analysis
- missing data
- privacy preserving
- labeled data
- data processing
- data mining techniques
- training data
- machine learning