Enabling CMF Estimation in Data-Constrained Scenarios: A Semantic-Encoding Knowledge Mining Model.
Yanlin QiJia LiMichael ZhangPublished in: CoRR (2023)
Keyphrases
- experimental data
- data sets
- prior knowledge
- knowledge discovery
- data mining techniques
- expert knowledge
- semantic models
- simulation data
- hidden knowledge
- test data
- raw data
- semantically rich
- background knowledge
- empirical data
- high level
- estimation process
- training data
- data collection
- input data
- data points
- semantic constraints
- parametric models
- missing information
- database
- data mining methods
- probabilistic model
- data mining models
- conceptual model
- semantic structure
- spatial data
- domain experts
- data streams
- knowledge base
- data mining
- semantic data
- pattern mining
- estimation algorithm
- knowledge sources
- association rules
- data structure
- association rule mining
- high dimensional data
- parameter estimation
- data analysis
- probability distribution
- domain knowledge