Publications de Sofia Samoili | EPFL Graph Search

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Traffic dynamics have been the focal point of research aiming to provide a better understanding of traffic phenomena and to be integrated in traffic management for recurrent congestion. The aim of the study is to ameliorate complex highway and/or freeway n ...

Recurrent congestion during increasingly extended daily peak periods is an escalating phenomenon with multidimensional impact.Congestion mitigation in highways is polarized between invasive infrastructure interventions and Intelligent Transportation System ...

Responding to an impending demand growth at an existing reactive managed lane system, and in order to provide a timely and more effective temporary hard shoulder activation, short-term prediction models are developed. A lane-oriented attribute, namely the ...

Ensuing from the deteriorating conditions of road networks, traffic forecasting techniques with mathematical and computer-theory methods have been employed to address the real-time prediction of traffic conditions and their dynamic control, with the optimu ...

This research study addresses issues of transport modeling aiming to the recognition of vehicles, with perspective to generate a knowledge base for an automatic recognition of vehicles from similar type of data. Based on two datasets consisted of multi-spe ...

The impact of weather on traffic and its behavior is not well studied in literature primarily due to lack of integrated traffic and weather data. Weather can significant effect the traffic and traffic management measures developed for fine weather might no ...

Lane density and lane flow distribution are utilised in the current study as characteristics of traffic dynamics for control and planning purposes in freeways with ITS systems. As part of an on-going research, the Lane Flow Distribution Ratio (LFDR) and th ...

The use of Hard Shoulder Running (HSR) systems is a relatively recent control policy aiming to ameliorate traffic conditions in recurrent congested networks. This ITS strategy attracts researchers and practitioners interest, in an attempt to assess its imp ...

Sofia Samoili

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Dynamic Modeling Of Lane Distribution Impact In Complex Freeways

Stochastic Modeling of Lane Distribution and Dynamic Control of Managed Lanes for Highways

Investigation of Lane Flow Distribution on Hard Shoulder Running Freeways

Framework for real-time traffic forecasting methodology under exogenous parameters

Vehicle recognition from multi-spectral and LiDAR elevation data with object-oriented analysis

Considering weather in simulating traffic

Dynamics of Lane Distribution Flows in Freeways

A Multi-Dimensional Analysis of Hard Shoulder Running Systems

Short-Term Lane Flow Distribution Forecasting in Hard Shoulder Running Freeways

Short term prediction models and calibration for managed lanes

Lane Flow Distribution Investigation of Hard Shoulder Running Freeways