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Publications

Found 159 results
Author Title Type [ Year(Asc)]
2024
J. Paredes-Ahumada, Ferrer-Cid, P., Barcelo-Ordinas, J. M., and Garcia-Vidal, J., Convex Relaxation Method for Sensor Placement in Multi-class Monitoring Networks, IEEE Transactions on Instrumentation and Measurement (IEEE TIM), vol. 73, pp. 1-13, 2024.
P. Ferrer-Cid, Paredes-Ahumada, J. A., Allka, X., Guerrero-Zapata, M., Barcelo-Ordinas, J. M., and Garcia-Vidal, J., A Data-Driven Framework for Air Quality Sensor Networks, IEEE Internet of Things Magazine, vol. 7, pp. 128-134, 2024.
P. Gupta, Ferrer-Cid, P., Barcelo-Ordinas, J. M., Garcia-Vidal, J., Soni, V. Kumar, Pöhlker, M. L., Ahlawat, A., and Viana, M., Estimating black carbon levels using machine learning models in high-concentration regions, Science of The Total Environment (STOTEN, Elsevier), vol. 948, p. 174804, 2024.
S. Azad, Ferrer-Cid, P., and Ghandehari, M., Exposure to fine particulate matter in the New York City subway system during home-work commute, Plos one, vol. 19(8), p. e0307096, 2024.
X. Allka, Ferrer-Cid, P., Barcelo-Ordinas, J. M., and Garcia-Vidal, J., Leveraging Spatiotemporal Correlations With Recurrent Autoencoders for Sensor Anomaly Detection, IEEE Internet of Things Journal (IEEE IoT), vol. 11, no. 19, pp. 2327-4662, 2024.
X. Allka, Ferrer-Cid, P., Barcelo-Ordinas, J. M., and Garcia-Vidal, J., Pattern-Based Attention Recurrent Autoencoder for Anomaly Detection in Air Quality Sensor Networks, IEEE Transactions on Network Science and Engineering (IEEE TNSE), vol. 11, no. 6, pp. 6372-6381, 2024.
P. Ferrer-Cid, Paredes-Ahumada, J., Barcelo-Ordinas, J. M., and Garcia-Vidal, J., Virtual sensor-based proxy for black carbon estimation in IoT platforms, Internet of Things (Elsevier), vol. 27, p. 101284, 2024.
2023
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.
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.
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.
X. Allka, Ferrer-Cid, P., Barcelo-Ordinas, J. M., and Garcia-Vidal, J., Temporal Pattern-Based Denoising and Calibration for Low-Cost Sensors in IoT Monitoring Platforms, IEEE Transactions on Instrumentation and Measurement, vol. 72, pp. 1-11, 2023.
2022
P. Ferrer-Cid, Barcelo-Ordinas, J. M., and Garcia-Vidal, J., Data reconstruction applications for IoT air pollution sensor networks using graph signal processing, Journal of Network and Computer Applications (JNCA, Elsevier), vol. 205, 2022.
P. Ferrer-Cid, Barcelo-Ordinas, J. M., and Garcia-Vidal, J., Graph Signal Reconstruction Techniques for IoT Air Pollution Monitoring Platforms, IEEE Internet of Things Journal, vol. 9, no. 24, pp. 25350-25362, 2022.
E. López, Vionnet, C., Ferrer-Cid, P., Barcelo-Ordinas, J. M., Garcia-Vidal, J., Contini, G., Prodolliet, J., and Maiztegui, J., A Low-Power IoT Device for Measuring Water Table Levels and Soil Moisture to Ease Increased Crop Yields, Sensors, vol. 22, no. 18, 2022.
J. Rovira, Paredes-Ahumada, J. A., Barceló-Ordinas, J. M., J Vidal, G., Reche, C., Sola, Y., Fung, P. Lun, Petäjä, T., Hussein, T., and Viana, M., Non-linear models for black carbon exposure modelling using air pollution datasets, Environmental Research (Elsevier), vol. 212, Part B, p. 113269, 2022.
J. Rovira, Paredes-Ahumada, J. Antonio, Barcelo-Ordinas, J. María, Garcia-Vidal, J., Reche, C., Sola, Y., Fung, P. Lun, Petäjä, T., Hussein, T., and Viana, M., Non-linear models for black carbon exposure modelling using air pollution datasets, in 11th International Aerosol Conference (IAC'22), Athens, Greece, 2022.
P. Ferrer-Cid, Barcelo-Ordinas, J. M., and Garcia-Vidal, J., Raw Data Collected From NO2, O3 And NO Air Pollution Electrochemical Low-Cost Sensors, Data in Brief (Elsevier), vol. 45, p. 108586, 2022.
P. Ferrer-Cid, Garcia-Calvete, J., Main-Nadal, A., Ye, Z., Barcelo-Ordinas, J. M., and Garcia-Vidal, J., Sampling Trade-Offs in Duty-Cycled Systems for Air Quality Low-Cost Sensors, Sensors, vol. 22, 2022.
P. Ferrer-Cid, Barcelo-Ordinas, J. María, and Garcia-Vidal, J., Volterra Graph-Based Outlier Detection for Air Pollution Sensor Networks, IEEE Transactions on Network Science and Engineering (IEEE TNSE), vol. 9, no. 4, 2022.

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