<p> Data from magnetic loop sensors and location coordinates of the magnetic loop sensors, provided by partners from Santander, Spain.</p>
<p><br></p>
<p>These data from Santander have been used in the following publications:</p>
<p><br></p>
<p>* Y. Zhu, P. Wang and L. Mihaylova, "A Convolutional Neural Network</p>
<p>Combined with a Gaussian Process for Speed Prediction in Traffic Networks,"</p>
<p>In Proceedings of the 2021 IEEE International Conference on Multisensor</p>
<p>Fusion and Integration for Intelligent Systems (MFI), 2021, pp. 1-7, doi:</p>
<p>10.1109/MFI52462.2021.9591204.</p>
<p>* Y. Kim, P. Wang, Y. Zhu and L. Mihaylova, "A Capsule Network for Traffic</p>
<p>Speed Prediction in Complex Road Networks," In Proceedings from the *Sensor</p>
<p>Data Fusion: Trends, Solutions, Applications (SDF)*, 2018, pp. 1-6, doi:</p>
<p>10.1109/SDF.2018.8547068.</p>
<p>* Y. Kim, P. Wang and L. Mihaylova, "Structural Recurrent Neural Network</p>
<p>for Traffic Speed Prediction," In Proceedings of the* IEEE International</p>
<p>Conference on Acoustics, Speech and Signal Processing (ICASSP)*, 2019, pp.</p>
<p>5207-5211, doi: 10.1109/ICASSP.2019.8683670.</p>
<p>* Y. Kim, P. Wang and L. Mihaylova, "Scalable Learning With a Structural</p>
<p>Recurrent Neural Network for Short-Term Traffic Prediction," in *IEEE</p>
<p>Sensors Journal*, vol. 19, no. 23, pp. 11359-11366, 1 Dec.1, 2019, doi:</p>
<p>10.1109/JSEN.2019.2933823.</p>
<p>* P. Wang, Y. Kim, L. Vaci, H. Yang and L. Mihaylova, "Short-Term Traffic</p>
<p>Prediction with Vicinity Gaussian Process in the Presence of Missing Data," *In</p>
<p>Proceedings of the Sensor Data Fusion: Trends, Solutions, Applications</p>
<p>(SDF)*, 2018, pp. 1-6, doi: 10.1109/SDF.2018.8547118.</p>
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Funding
SETA: An open, sustainable, ubiquitous data and service ecosystem for efficient, effective, safe, resilient mobility in metropolitan areas