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Publications

Found 6 results

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Filters: Keyword is Air quality [Clear All Filters]

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.

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

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.

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.