Methods and Algorithms of Data and Machine Learning usage in Management Decision Making Support Systems.
Pavel A. SavenkovAlexey N. IvutinPublished in: MECO (2019)
Keyphrases
- statistical methods
- decision making
- support systems
- machine learning
- noisy data
- data mining techniques
- computational cost
- machine learning methods
- data reduction
- data structure
- data analysis
- data sets
- learning models
- data processing
- data mining algorithms
- huge data sets
- knowledge discovery
- benchmark datasets
- data mining methods
- significant improvement
- training data
- missing values
- multimedia
- spectral clustering
- database
- data mining
- data sources
- data quality
- learning algorithm
- incomplete data
- synthetic datasets
- information systems
- bayesian methods
- large scale data sets
- machine learning algorithms
- knowledge acquisition
- fuzzy logic
- data points
- learning systems
- high dimensional data
- user interface
- data mining applications
- decision support system
- data management
- databases
- knowledge management
- management system
- xml documents