Searched for: author:"Djukic, T."
(1 - 5 of 5)
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Djukic, T. (author), Barcelo, J. (author), Bullejos, M. (author), Montero, L. (author), Cipriani, E. (author), Van Lint, J.W.C. (author), Hoogendoorn, S.P. (author)
In this paper, the use of advanced traffic data is discussed to contribute to the ongoing debate about their applications in dynamic origin-destination (OD) estimation. This is done by discussing the advantages and disadvantages of traffic data with support of the findings of a benchmark study. The benchmark framework is designed to assess the...
conference paper 2015
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Djukic, T. (author)
Dynamic origin-destination (OD) demand is important input to many simulation models applied within dynamic traffic management systems (DTMS) for predicting traffic states on the network. The inability to provide high-quality dynamic OD demand estimates makes prediction with simulation models simply impossible, irrespective of how well these...
doctoral thesis 2014
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Djukic, T. (author), Van Lint, J.W.C. (author), Hoogendoorn, S.P. (author)
In previous work, we have explored the idea of dimensionality reduction and approximation of OD demand based on principal component analysis (PCA). In particular, we have shown how we can apply PCA to linearly transform the high dimensional OD matrices into the lower dimensional space without significant loss of accuracy. Next, we have defined a...
conference paper 2014
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Antoniou, A. (author), Ciuffo, B. (author), Montero, L. (author), Casas, J. (author), Barcelo, J. (author), Cipriani, E. (author), Djukic, T. (author), Marzano, V. (author), Nigro, M. (author), Bullejos, M. (author), Perarnau, J. (author), Breen, M. (author), Punzo, V. (author), Toledo, T. (author)
In this research we describe the development of a common evaluation and benchmarking platform that has been developed within the framework of the European Union COST Action MULTITUDE. The main goal of this platform is to provide a testbed in which a number of algorithms can be implemented and tested under the same conditions. The objective is...
conference paper 2014
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Djukic, T. (author), Flötteröd, G. (author), Van Lint, H. (author), Hoogendoorn, S.P. (author)
In this paper we explore the idea of dimensionality reduction and approximation of OD demand based on principal component analysis (PCA). First, we show how we can apply PCA to linearly transform the high dimensional OD matrices into the lower dimensional space without significant loss of accuracy. Next, we define a new transformed set of...
conference paper 2012
Searched for: author:"Djukic, T."
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