Symbolic Regression: A Pathway to Interpretability Towards Automated Scientific Discovery.
Nour MakkeSanjay ChawlaPublished in: KDD (2024)
Keyphrases
- scientific discovery
- symbolic regression
- genetic programming
- gene expression programming
- human reasoning
- evolutionary computation
- artificial intelligence
- knowledge discovery
- fitness function
- software package
- grammatical evolution
- evolutionary algorithm
- database
- expert systems
- computational intelligence
- parameter optimization