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Exploring the Direct and Indirect Use of ICT Measurements in DODME (Dynamic OD Matrix Estimation)
The estimation of the network traffic state, its likely short-term evolution, the prediction of the expected travel times in a network, …
Xavier Ros-Roca
,
Lídia Montero
,
Jaume Barceló
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DOI
Revisiting kernel logistic regression under the random utility models perspective. An interpretable machine-learning approach
The success of machine-learning methods is spreading their use to many different fields. This paper analyses one of these methods, the …
José Ángel Martín-Baos
,
Ricardo García Ródenas
,
Luis Rodriguez-Benitez
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DOI
A surrogate-based cooperative optimization framework for computationally expensive black-box problems
Most parallel surrogate-based optimization algorithms focus only on the mechanisms for generating multiple updating points in each …
José Carlos García-García
,
Ricardo García Ródenas
,
Esteve Codina
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DOI
A model that assesses proposals for infrastructure improvement and capacity expansion on a mixed railway network
This paper presents a mathematical programming-based model for evaluating the impact on a mixed railway network from proposals for …
Francisca Rosell
,
Esteve Codina
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DOI
A model for the simultaneous selection of bus lines and frequency setting problems in the expansion of public transit systems
When expanding an existing public transport system a common practice consists of defining a set of candidate new lines and from them, …
Grace Maureira
,
Esteve Codina
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DOI
A multi-objective programming model for timetables on corridors integrating macroscopic and microscopic approaches
This paper proposes an integrated framework for timetable design that meets the needs of service planners, who usually adopt a purely …
Ángel Marín
,
Esteve Codina
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DOI
Using GPS tracking data to validate route choice in OD trips within dense urban networks
There are presently several companies that provide processed or raw global positioning system (GPS) measurements generated by fleets of …
Lídia Montero
,
Xavier Ros-Roca
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DOI
A Traffic Simulation Tool for Assessing Smart City Policies (CitScale)
The CitScale visualization and analytics platform has proven to be very practical in supporting the results analyses for different …
Maria Paz Linares
,
Lídia Montero
,
Josep Casanovas
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DOI
Investigating the quality of SPSA and Spiess-like approaches for Dynamic OD Matrix Estimation
Since OD matrices are not directly observable, indirect procedures have been developed to estimate OD matrices from traffic data. …
Xavier Ros-Roca
,
Jaume Barceló
,
Lídia Montero
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DOI
Fusing mobile phone data with other data sources to generate input OD matrices for transport models
OD matrices that describe mobility patterns provide major input to most transport analysis models. Since OD matrices are not yet …
Lídia Montero
,
Xavier Ros-Roca
,
R. Herranz
,
Jaume Barceló
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DOI
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