Deriving Hematological Disease Classes Using Fuzzy Logic and Expert Knowledge: A Comprehensive Machine Learning Approach with CBC Parameters.
Salem AmeenRavivarman BalachandranTheodoros TheodoridisPublished in: CoRR (2024)
Keyphrases
- expert knowledge
- machine learning
- knowledge engineering
- expert systems
- knowledge elicitation
- bayesian networks
- domain knowledge
- domain experts
- fuzzy logic
- prior knowledge
- knowledge acquisition
- decision trees
- information extraction
- text classification
- sensitivity analysis
- learning systems
- multivariate gaussian distribution
- inductive learning
- parameter settings
- machine learning approaches
- knowledge representation
- training set
- real world
- maximum likelihood
- parameter estimation
- machine learning algorithms
- computational intelligence
- support vector machine
- statistical methods
- knowledge discovery
- parameter space
- parameter values
- pattern recognition
- artificial intelligence
- data mining
- neural network