crossrefMachine Learning and Knowledge Extraction2025-04-05Cited by 2
Optimisation-Based Feature Selection for Regression Neural Networks Towards Explainability
Georgios I. Liapis, Sophia Tsoka, Lazaros G. Papageorgiou
Regression is a fundamental task in machine learning, and neural networks have been successfully employed in many applications to identify underlying regression patterns. However, they are often criticised for their lack of interpretability and commonly referred to as black-box m…