Artificial neural network methods for the prediction of framework crystal structures of zeolites from XRD data.
Melkon TatlierPublished in: Neural Comput. Appl. (2011)
Keyphrases
- data representations
- predictive model
- statistical methods
- artificial neural networks
- data sets
- complex structures
- data analysis
- data collection
- data mining techniques
- neural network
- synthetic data
- statistical analysis
- introduce a general framework
- image data
- data sources
- data processing
- prediction accuracy
- missing values
- machine learning methods
- database
- large scale data sets
- statistical inference
- genetic algorithm
- input variables
- multiple sources
- data structure
- high dimensional data
- prior knowledge
- knowledge discovery
- training data
- probability distribution
- neural networks and support vector machines
- meteorological data
- databases
- graph structures
- data warehouse
- significant improvement
- experimental data
- data quality
- raw data
- high quality
- missing data