Traffic speed data for Santander city

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