Publications

Journals (back to the top):

1. Ferrer-Cid, P. Barcelo-Ordinas, J. M., & Garcia-Vidal, J. A review of graph-powered data quality applications for IoT monitoring sensor networks Journal of Network and Computer Applications (JNCA, Elsevier), p. 104116, 2025
2. Azad, S., Ferrer-Cid, P., & Ghandehari, M. Exposure to fine particulate matter in the New York City subway system during home-work commute . Plos one, 19(8), e0307096. 2024
3. X. Allka, P. Ferrer-Cid, J. M. Barcelo-Ordinas, J. Garcia-Vidal, Pattern-Based Attention Recurrent Autoencoder for Anomaly Detection in Air Quality Sensor Networks, IEEE Transactions on Network Science and Engineering (IEEE TNSE), 2024
4. J. A. Paredes-Ahumada, P. Ferrer-Cid, J. M. Barcelo-Ordinas, J. Garcia-Vidal, Convex Relaxation Method for Sensor Placement in Multi-class Monitoring Networks, IEEE Transactions on Instrumentation & Measurement (IEEE TIM), 2024
5. P. Ferrer-Cid, J. A. Paredes-Ahumada, J. M. Barcelo-Ordinas, J Garcia-Vidal, Virtual Sensor-Based Proxy for Black Carbon Estimation in IoT Platforms, https://doi.org/10.1016/j.iot.2024.101284, Internet of Things (Elsevier), 2024,
6. X. Allka, P. Ferrer-Cid, J. M. Barcelo-Ordinas, J. Garcia-Vidal, Leveraging Spatiotemporal Correlations with Recurrent Autoencoders for Sensor Anomaly Detection, https://doi.org/10.1109/JIOT.2024.3416525, IEEE Internet of Things Journal (IEEE IoT-J), 2024
7. P. Gupta, P. Ferrer-Cid, J.M. Barcelo-Ordinas, J. Garcia-Vidal, V. K. Soni, M. L. Pöhlker, A. Ahlawat, M. Viana Estimating black carbon levels using machine learning models in high-concentration regions, https://doi.org/10.1016/j.scitotenv.2024.174804, Science of The Total Environment (STOTEN, Elsevier), p. 174804, 2024
8. P. Ferrer-Cid, J. A. Paredes-Ahumada, X. Allka, M. Guerrero-Zapata, J. M. Barcelo-Ordinas, J Garcia-Vidal, A Data-Driven Framework for Air Quality Sensor Networks, https://doi.org/10.1109/IOTM.001.2300112, IEEE Internet of Things Magazine (IEEE IoTM), vol. 7, no. 1, pp. 128-134, January 2024,
9. J. Paredes-Ahumada, Ferrer-Cid, P., Barcelo-Ordinas, J. M., and Vidal, J. Garcia, Black carbon proxy sensor model for air quality IoT monitoring networks , in Proceedings of the 2023 International Conference on Embedded Wireless Systems and Networks, Rende, Italy, September 25 - 27, , Rende, Italy, 2023.
10. P. Ferrer-Cid, Ordinas, J. M. Barcelo, and Garcia-Vidal, J., Quality Aware Graph Learning Regularization For Heterogeneous Air Quality Sensor Networks , in Proceedings of the 2023 International Conference on Embedded Wireless Systems and Networks (EWSN'23), Rende, Italy, September 25 - 27, 2023.
11. J. Paredes-Ahumada, Ferrer-Cid, P., Barcelo-Ordinas, J. M., Garcia-Vidal, J., Reche, C., and Viana, M., Robust Proxy Sensor Model for Estimating Black Carbon Concentrations Using Low-Cost Sensors” in Proceedings of the 1st International Workshop on Advances in Environmental Sensing Systems for Smart Cities (EnvSys'23, colocated with Mobisys'2023), Helsinki, Finland, 2023.
12. X. Allka, P. Ferrer-Cid, J. M. Barcelo-Ordinas, J. Garcia-Vidal, Temporal Pattern-Based Denoising and Calibration for Low-Cost Sensors in IoT Monitoring Platforms, https://doi.org/10.1109/TIM.2023.3239626, IEEE Transactions on Instrumentation & Measurement (IEEE TIM), 2023
13. P. Ferrer-Cid, J. M. Barcelo-Ordinas, J. Garcia-Vidal Volterra Graph-Based Outlier Detection for Air Pollution Sensor Networks https://doi.org/10.1109/TNSE.2022.3169220, IEEE Transactions on Network Science and Engineering (IEEE TNSE), 2022
14. P. Ferrer-Cid, J. M. Barcelo-Ordinas, J. Garcia-Vidal, Raw Data Collected From NO2, O3 And NO Air Pollution Electrochemical Low-Cost Sensors, Data in Brief (Elsevier), 2022
15. Emiliano Lopez, Carlos Vionnet, Pau Ferrer-Cid, Jose M. Barcelo-Ordinas, Jorge Garcia-Vidal, Guillermo Contini, Jorge Prodolliet, José Maiztegui, A low-power IoT device for measuring water table levels and soil moisture to ease increased crop yields, https://doi.org/10.3390/s22186840 , Sensors 22(18), 6840, Sept. 2022
16. P. Ferrer-Cid, J. M. Barcelo-Ordinas, J. Garcia-Vidal Graph Signal Reconstruction Techniques for IoT Air Pollution Monitoring Platforms IEEE Internet of Things Journal (IEEE IoT-J), 2022
17. P. Ferrer-Cid, J. M. Barcelo-Ordinas, J. Garcia-Vidal Data Reconstruction Applications for IoT Air Pollution Sensor Networks using Graph Signal Processing https://doi.org/10.1016/j.jnca.2022.103434, Elsevier Journal of Network and Computer Applications (JNCA), 2022
18. P. Ferrer-Cid, J. Garcia-Calvete, A. Main-Nadal, Z. Ye, J. M. Barcelo-Ordinas, J. Garcia-Vidal Sampling Trade-Offs in Duty-Cycled Systems for Air Quality Low-Cost Sensors https://doi.org/10.3390/s22103964, Sensors 2022, 22(10), 3964.
19. P. Ferrer-Cid, J. M. Barcelo-Ordinas, J. Garcia-Vidal Graph Learning Techniques Using Structured Data for IoT Air Pollution Monitoring Platforms https://doi.org/10.1109/JIOT.2021.3067717, IEEE Internet of Things Journal (IEEE IoT-J), 2021
20. J. M. Barcelo-Ordinas, P. Ferrer-Cid, J. Garcia-Vidal, M. Viana, A. Ripoll, H2020 project CAPTOR dataset: raw data collected by low-cost MOX ozone sensors in a real air pollution monitoring network, https://doi.org/10.1016/j.dib.2021.107127, Data in Brief (Elsevier), Vol 36, June 2021
21. P. Ferrer-Cid, J. M. Barcelo-Ordinas, J. Garcia-Vidal, A. Ripoll, M. Viana, Multi-sensor Data Fusion Calibration in IoT Air Pollution Platforms, https://doi.org/10.1109/JIOT.2020.2965283, IEEE Internet of Things Journal (IEEE IoT-J), 2020
22. P. Ferrer-Cid, J. M. Barcelo-Ordinas, J. Garcia-Vidal, A. Ripoll, M. Viana, A Comparative Study of Calibration Methods for Low-Cost Ozone Sensors in IoT Platforms, https://doi.org/10.1109/JIOT.2019.2929594, IEEE Internet of Things Journal (IEEE IoT-J), 2019
23. Barcelo-Ordinas, J.M.; Ferrer-Cid, P.; Garcia-Vidal, J.; Ripoll, A.; Viana, M. Distributed Multi-Scale Calibration of Low-Cost Ozone Sensors in Wireless Sensor Networks. https://doi.org/10.3390/s19112503 Sensors 2019, 19, 2503.