Why topological data analysis detects financial bubbles?
Samuel W. AkingbadeMarian GideaMatteo ManziVahid NateghiPublished in: Commun. Nonlinear Sci. Numer. Simul. (2024)
Keyphrases
- data analysis
- data collection
- decision making
- data processing
- detection method
- topological properties
- data mining
- rough sets
- machine learning
- pattern discovery
- multi aspect
- stock market
- financial data
- topological spaces
- intelligent data analysis
- directional relations
- risk management
- data mining applications
- cluster analysis
- clustering algorithm
- long term
- knowledge discovery
- database
- big data
- financial crisis
- topological features
- data exploration
- data warehouse
- business intelligence
- topology preserving
- information visualization
- life sciences
- biological data
- data visualization
- rough set theory