Artificial intelligence techniques for driving safety and vehicle crash prediction

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

A tutorial on hidden Markov models and selected applications in speech recognition

L. R. Rabiner · Proceedings of the IEEE · 1989 · 22.8K citations

Computing, Computer Science, Machine Learning +11

A Tutorial on Support Vector Machines for Pattern Recognition

Christopher J. C. Burges · Data Mining and Knowledge Discovery · 1998 · 16.4K citations

Computing, Computer Science, Data Mining +13

Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data

John Lafferty, Andrew McCallum, Fernando C. N. Pereira · Scholarly Commons (University of Pennsylvania) · 2001 · 13K citations · Full text

Computing, Computer Science, Computational Linguistics +12

Model predictive control: Theory and practice—A survey

Carlos E. García, David M. Prett, Manfred Morari · Automatica · 1989 · 5.3K citations

Engineering, Mathematics, Dynamical Systems +11