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document
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
document
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
document
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