Identification of Optimal Data Augmentation Techniques for Multimodal Time-Series Sensory Data: A Framework.
Nazish AshfaqMuhammad Hassan KhanMuhammad Adeel NisarPublished in: Inf. (2024)
Keyphrases
- sensory data
- data sets
- synthetic data
- original data
- database
- data sources
- data processing
- training data
- temporal data
- data quality
- data analysis
- high quality
- missing data
- dynamic programming
- sequential data
- data mining tasks
- sensor data
- data structure
- high dimensional data
- knowledge discovery
- data points
- statistical analysis
- data mining techniques
- temporal patterns
- association rules
- prior knowledge
- multimodal data