Neural Data Augmentation Techniques for Time Series Data and its Benefits.
Anindya SarkarAnirudh Sunder RajRaghu Sesha IyengarPublished in: ICMLA (2020)
Keyphrases
- data analysis
- data sets
- high quality
- temporal data
- database
- data collection
- data processing
- original data
- data sources
- probability distribution
- data points
- data quality
- raw data
- data mining techniques
- complex data
- sequential data
- experimental data
- data objects
- high dimensional data
- computer systems
- data management
- dimensionality reduction
- end users
- xml documents
- data structure
- training data
- machine learning