Integration of connectionist methods and chaotic time-series analysis for the prediction of process data.
Robert KozmaNikola K. KasabovJ. S. KimA. CohenPublished in: Int. J. Intell. Syst. (1998)
Keyphrases
- data mining techniques
- data sets
- data collection
- data mining methods
- data analysis
- original data
- statistical methods
- synthetic data
- high dimensional data
- data structure
- data processing
- machine learning methods
- neural networks and support vector machines
- noisy data
- high quality
- knowledge discovery
- databases
- redundant data
- predictive model
- statistical significance
- data mining
- raw data
- social networks
- image data
- neural network
- data points
- data representations
- significant improvement
- input data
- complex structures
- data reduction
- historical data
- statistical tests
- cellular automata
- artificial neural networks
- spectral clustering
- machine learning
- expert systems
- human experts
- training data
- missing values
- database systems
- microarray