Genetic Algorithms for architecture optimisation of Counter-Propagation Artificial Neural Networks

The Problem of Overfitting

Douglas M. Hawkins · Journal of Chemical Information and Computer Sciences · 2003 · 2.4K citations

Natural Sciences, Chemistry, Chemical Kinetics +5

Multisurface method of pattern separation for medical diagnosis applied to breast cytology.

William H. Wolberg, O. L. Mangasarian · Proceedings of the National Academy of Sciences · 1990 · 1K citations

Medicine, Pathology, Cytopathology +16

Genetic algorithms as a strategy for feature selection

Riccardo Leardi, Raffaella Boggia, M. Terrile · Journal of Chemometrics · 1992 · 824 citations

Computing, Computer Science, Design Optimization +12

Genetic algorithms applied to feature selection in PLS regression: how and when to use them

Riccardo Leardi, Amparo Lupiáñez González · Chemometrics and Intelligent Laboratory Systems · 1998 · 756 citations

Computing, Data Science, Feature Engineering +11

Counterpropagation networks

Robert Hecht-Nielsen · Applied Optics · 1987 · 715 citations

Computing, Computer Science, Mathematics +12