Data-based methods and algorithms for the analysis of sandbar behavior with exogenous variables.
Sebastián MúneraAndrés F. OsorioJuan David Velásquez HenaoPublished in: Comput. Geosci. (2014)
Keyphrases
- data analysis tasks
- statistical methods
- data mining techniques
- statistical analysis
- data sets
- data reduction
- data analysis
- data structure
- huge data sets
- incomplete data
- computationally expensive
- database
- learning models
- data mining methods
- noisy data
- machine learning methods
- preprocessing
- computational cost
- data mining tasks
- missing values
- significant improvement
- benchmark datasets
- experimental data
- bayesian methods
- knowledge discovery
- missing data
- learning algorithm
- descriptive statistics
- data representations
- methods outperform
- sampled data
- methods require
- synthetic datasets
- feature selection
- data mining algorithms
- original data
- data points
- synthetic and real datasets
- granger causality
- input data
- k means
- massive datasets
- optimization problems
- computational complexity
- spectral clustering
- sampling methods
- complexity analysis
- semi supervised
- data quality
- optimization methods
- probability distribution
- training data
- statistical tests