Strategies for improving neural net generalisation

Conceptual modeling of coincident failures in multiversion software

Bev Littlewood, Douglas R. Miller · IEEE Transactions on Software Engineering · 1989 · 250 citations

Computing, Computer Science, Systems Engineering +10

Large Automatic Learning, Rule Extraction, and Generalization.

John S. Denker, Daniel Schwartz, Ben S. Wittner et al. · Complex Systems · 1987 · 249 citations

Computing, Computer Science, Knowledge Representation +13

Network generalization differences quantified

Derek Partridge · Neural Networks · 1996 · 60 citations

Computing, Computer Science, Machine Learning +4

Generalization and PAC learning: some new results for the class of generalized single-layer networks

Sean B. Holden, P. J. Rayner · IEEE Transactions on Neural Networks · 1995 · 41 citations

Computing, Computer Science, Algorithms +8

Adaptive generalisation

Noel Sharkey, Amanda Sharkey · Artificial Intelligence Review · 1993 · 21 citations