Applying Probabilistic Model to Quantify Influence of Rainy Weather on Stochastic and Dynamic Transition of Traffic Conditions

Emmanuel Kidando; Angela E. Kitali; Sia M. Lyimo; Thobias Sando; Ren Moses; Valerian Kwigizile; Deo Chimba

doi:10.1061/JTEPBS.0000237

Applying Probabilistic Model to Quantify Influence of Rainy Weather on Stochastic and Dynamic Transition of Traffic Conditions

Emmanuel Kidando, Angela E. Kitali, Sia M. Lyimo, Thobias Sando, Ren Moses, Valerian Kwigizile, Deo Chimba

School of Engineering

Florida International University

Producción científica: Article › revisión exhaustiva

Idioma original	English
Número de artículo	04019017
Publicación	Journal of Transportation Engineering, Part A: Systems
Volumen	145
N.º	5
DOI	https://doi.org/10.1061/JTEPBS.0000237
Estado	Published - may 1 2019

ASJC Scopus Subject Areas

Civil and Structural Engineering
Transportation

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10.1061/JTEPBS.0000237

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title = "Applying Probabilistic Model to Quantify Influence of Rainy Weather on Stochastic and Dynamic Transition of Traffic Conditions",

keywords = "Dynamic transition, Gaussian mixture model, Markov chain, Probabilistic model, Rainy weather, Traffic regimes",

author = "Emmanuel Kidando and Kitali, {Angela E.} and Lyimo, {Sia M.} and Thobias Sando and Ren Moses and Valerian Kwigizile and Deo Chimba",

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doi = "10.1061/JTEPBS.0000237",

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T1 - Applying Probabilistic Model to Quantify Influence of Rainy Weather on Stochastic and Dynamic Transition of Traffic Conditions

AU - Kidando, Emmanuel

AU - Kitali, Angela E.

AU - Lyimo, Sia M.

AU - Sando, Thobias

AU - Moses, Ren

AU - Kwigizile, Valerian

AU - Chimba, Deo

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KW - Gaussian mixture model

KW - Markov chain

KW - Probabilistic model

KW - Rainy weather

KW - Traffic regimes

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