A non-parametric learning algorithm for small manufacturing data sets

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

Meta-learning approaches to selecting time series models

Ricardo B. C. Prudêncio, Teresa B. Ludermir · Neurocomputing · 2004 · 145 citations

Computing, Data Science, Forecasting +13

Time-Series Similarity Queries Employing a Feature-Based Approach

R.J. Alcock · 1999 · 143 citations

Computing, Computer Science, Information Systems +14

Intelligent Scheduling with Machine Learning Capabilities: The Induction of Scheduling Knowledge

Michael J. Shaw, Sang Chan Park, Narayan Raman · IIE Transactions · 1992 · 129 citations

Management, Industrial Engineering, Manufacturing Engineering +17

Dynamic scheduling system utilizing machine learning as a knowledge acquisition tool

Shinichi Nakasuka, Taketoshi Yoshida · International Journal of Production Research · 1992 · 100 citations

Management, Industrial Engineering, Machine Learning +11