Optimizing time series discretization for knowledge discovery.
Fabian MörchenAlfred UltschPublished in: KDD (2005)
Keyphrases
- knowledge discovery
- data mining tasks
- data mining
- text mining
- dynamic time warping
- medical databases
- machine learning
- web mining
- data mining techniques
- databases
- symbolic aggregate approximation
- discovery process
- symbolic representation
- non stationary
- decision support
- data mining and knowledge discovery
- knowledge discovery in databases
- subsequence matching
- data mining algorithms
- quasi periodic
- weather forecasting
- iterative refinement
- preprocessing
- financial time series
- chronic hepatitis
- sequential data
- information retrieval
- neural network
- traditional chinese medicine
- moving average
- data mining process
- data sets
- continuous attributes
- learning algorithm
- knowledge discovery and data mining
- autoregressive
- association rules
- concept lattice
- data mining applications
- stock market
- rough set theory
- long term
- association rule mining
- hidden markov models