Methods of Machine Training on the Basis of Stochastic Automatic Devices in the Tasks of Consolidation of Data from Unsealed Sources.
Valeriy O. KuzminykhAlexander V. KovalMark V. OsypenkoPublished in: ITS (2017)
Keyphrases
- statistical analysis
- data sources
- multiple sources
- synthetic data
- data collection
- raw data
- preprocessing
- data analysis
- significant improvement
- data mining techniques
- database
- data sets
- data mining methods
- data structure
- data mining tasks
- data processing
- human experts
- data quality
- spectral clustering
- original data
- statistical methods
- ground truth labels
- high dimensional data
- training examples
- information sources
- knowledge discovery
- active learning
- missing data
- image data
- data points
- noisy data
- prior knowledge
- reinforcement learning
- high quality
- data reduction
- multi source
- labelled data
- training data