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2026

P. Ferrer-Cid, Barcelo-Ordinas, J. M., Garcia-Vidal, J., and Avila-Torrado, A., “Evaluating missing value imputation strategies to enhance IoT data availability in the edge”, Computer Networks (Elsevier), p. 112355, 2026.

P. Ferrer-Cid, Albets-Chico, X., Barcelo-Ordinas, J. M., and Garcia-Vidal, J., “A neural network-based system for automated refrigeration alarm management in food retail”, International Journal of Data Science and Analytics (Springer Nature), vol. 22, p. 81, 2026.

J. Paredes-Ahumada, Ferrer-Cid, P., Barcelo-Ordinas, J. M., and Garcia-Vidal, J., “Optimal sizing and placement of sensor networks with coordinate error variance constraint”, Measurement, vol. 264, p. 120123, 2026.

M. Fitzky, Guibaud, A., Garcia-Vidal, J., and Ghandehari, M., “Rapid prediction of human perceived microclimate through multiphysics-informed reduced order models”, Urban Climate, vol. 67, p. 102899, 2026.

S. Deshmukh, Ferrer-Cid, P., Romshoo, B., Poulain, L., Barcelo-Ordinas, J. M., Garcia-Vidal, J., Christodoulou, A., Bezantakos, S., Denjean, C., D'Anna, B., Formenti, P., Mukherjee, S., Habib, G., Kumar, P., Huang, S., Wu, Z., Wehner, B., Henning, S., Viana, M., Petters, M. D., Ahlawat, A., and Pöhlker, M., “Regional aerosol hygroscopicity influences radiative forcing globally”, Communications Earth & Environment, 2026.

S. Deshmukh, Ferrer-Cid, P., Romshoo, B., Poulain, L., Barcelo-Ordinas, J. M., Garcia-Vidal, J., Christodoulou, A., Bezantakos, S., Denjean, C., D'Anna, B., Formenti, P., Mukherjee, S., Habib, G., Kumar, P., Huang, S., Wu, Z., Wehner, B., Henning, S., Viana, M., Petters, M. D., Ahlawat, A., and Pöhlker, M., “Regional aerosol hygroscopicity influences radiative forcing globally”, Communications Earth & Environment, 2026.

X. Allka, Ferrer-Cid, P., Barcelo-Ordinas, J. M., and Garcia-Vidal, J., “W-UDDR: A Unified Framework for Automated Drift Detection in IoT-based Air Quality Monitoring Systems”, ACM Trans. Internet Things (ACM TIOT), 2026.

2025

A. Cioca, Ferrer-Cid, P., Barcelo-Ordinas, J. M., and Garcia-Vidal, J., “Edge-Based Missing Value Imputation For IoT Platforms: Towards Artificial Intelligence of Things”, in 2025 International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM), Barcelona, Spain, 2025.

X. Allka, Ferrer-Cid, P., Barcelo-Ordinas, J. M., Garcia-Vidal, J., and Avila-Torrado, A., “ESOD: An Edge Streaming Data Outlier Detection Framework for IoT Platforms”, IEEE Internet of Things Journal (IEEE IOTJ), vol. 12, no. 17, pp. 35140-35149, 2025.

C. E. Rojas-Sanchez, Paredes, J. Antonio, Ferrer-Cid, P., Barcelo-Ordinas, J. M., and Garcia-Vidal, J., “IoT-Based Digital Twin Model for Industrial Applications”, in 2025 International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM), Barcelona, Spain, 2025.

P. Ferrer-Cid, Barcelo-Ordinas, J. M., and Garcia-Vidal, J., “A review of graph-powered data quality applications for IoT monitoring sensor networks”, Journal of Network and Computer Applications (JNCA, Elsevier), vol. 236, p. 104116, 2025.

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.

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