Expectation-maximization based algorithm for pattern recognition in traffic speed distribution

DOI10.1016/j.mcm.2012.11.004zbMath1297.68211OpenAlexW2041419171MaRDI QIDQ462788

Shih-Ching Lo

Publication date: 21 October 2014

Published in: Mathematical and Computer Modelling (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.mcm.2012.11.004

zbMATH Keywords

pattern recognitionGaussian mixturesignal processingexpectation-maximization algorithmmulticlass users traffic flow

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10) Signal theory (characterization, reconstruction, filtering, etc.) (94A12) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Traffic problems in operations research (90B20)

Cites Work

• On the convergence properties of the EM algorithm
• Mixture Densities, Maximum Likelihood and the EM Algorithm
• A Multiclass Homogenized Hyperbolic Model of Traffic Flow
• Shock Waves on the Highway
• On kinematic waves II. A theory of traffic flow on long crowded roads
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