Capturing Dynamics of Time-Varying Data via Topology.
Lu XianHenry AdamsChad M. TopazLori ZiegelmeierPublished in: CoRR (2020)
Keyphrases
- data analysis
- data sets
- training data
- high quality
- data collection
- raw data
- missing data
- synthetic data
- database
- prior knowledge
- dynamic model
- big data
- statistical methods
- test data
- experimental data
- application domains
- machine learning
- computer systems
- data sources
- statistical analysis
- neural network
- genetic algorithm
- small number
- social media
- databases
- data objects
- noisy data
- data quality
- data model
- xml documents
- temporal evolution