Method of Mathematical and Geoinformation Models Integration Based On Unification of the Ecological Data Formalization.
Oleg MashkovTaras IvashchenkoWaldemar WójcikYuriy BardachovViktor KozelPublished in: ISDMCI (2021)
Keyphrases
- synthetic data
- statistical methods
- prior knowledge
- data sets
- noisy data
- training data
- preprocessing
- input data
- statistical analysis
- predictive model
- missing data
- database
- probability distribution
- similarity measure
- test data
- probabilistic model
- experimental data
- detection method
- significant improvement
- machine learning methods
- training samples
- data analysis
- neural network
- data collection
- correlation analysis
- data points
- information loss
- historical data
- user input
- incomplete data
- prior information
- contingency tables
- accurate models
- objective function
- segmentation method
- data structure
- video sequences
- parameter estimation
- labeled data
- em algorithm
- artificial neural networks
- support vector machine
- image data
- knowledge representation