Distance-Based Estimation Methods for Models for Discrete and Mixed-Scale Data.
Elisavet M. SofikitouRay LiuHuipei WangMarianthi MarkatouPublished in: Entropy (2021)
Keyphrases
- statistical methods
- predictive model
- machine learning methods
- data sets
- historical data
- noisy data
- data sources
- data mining techniques
- high dimensional data
- prior knowledge
- data mining methods
- models built
- significant improvement
- large scale data sets
- accurate models
- continuous data
- database
- machine learning
- incomplete data
- learning models
- data collection
- statistical models
- missing data
- input data
- data analysis
- classification models
- data representations
- experimental data
- monte carlo simulation
- discrete data
- data mining tools
- learned models
- regression model
- relational models
- parameter estimation
- estimation process
- statistical inference
- spectral clustering
- bayesian methods
- statistical tests
- missing values
- linear regression
- data structure