Towards Symbolic Data Mining in Numerical Time Series.
Agustín SantamaríaÁfrica López-IllescasAurora Pérez-PérezJuan Pedro Caraça-ValentePublished in: SGAI Conf. (2004)
Keyphrases
- data mining
- symbolic representation
- data mining tasks
- symbolic aggregate approximation
- symbolic data
- data analysis
- data mining methods
- knowledge discovery
- text mining
- high level
- dynamic time warping
- data warehouse
- machine learning
- multivariate time series
- numerical analysis
- numerical data
- knowledge discovery in databases
- data mining applications
- databases
- data mining techniques
- decision support
- cluster analysis
- real valued time series
- intrusion detection
- previously unknown
- non stationary
- computer science
- association rules
- sensitivity analysis
- business intelligence
- privacy preserving data mining
- temporal patterns
- data mining technology
- data mining algorithms
- data preprocessing
- web intelligence
- data mining problems
- web mining
- connectionist systems
- rough sets