A tree-based-trend-diffusion prediction procedure for small sample sets in the early stages of manufacturing systems

Stacked generalization

David H. Wolpert · Neural Networks · 1992 · 7.5K citations

Learning Bayesian network parameters from small data sets: application of Noisy-OR gates

Agnieszka Oniśko, Marek J. Drużdżel, Hanna Wasyluk · International Journal of Approximate Reasoning · 2001 · 324 citations

Computing, Computer Science, Bayesian Data Analysis +13

Incorporating prior information in machine learning by creating virtual examples

Partha Niyogi, Federico Girosi, Tomaso Poggio · Proceedings of the IEEE · 1998 · 315 citations

Computing, Computer Science, Artificial Intelligence +12

Using mega-trend-diffusion and artificial samples in small data set learning for early flexible manufacturing system scheduling knowledge

Der‐Chiang Li, Chih-Sen Wu, Tung‐I Tsai et al. · Computers & Operations Research · 2005 · 225 citations

Engineering, Industrial Engineering, Manufacturing Engineering +16

Principle of information diffusion

Fuzzy Sets and Systems · 1997 · 211 citations

Engineering, Computer Science, Information Theory +10