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Publications
] , “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.
, “A Data-Driven Framework for Air Quality Sensor Networks”, IEEE Internet of Things Magazine, vol. 7, pp. 128-134, 2024.
, “Estimating black carbon levels using machine learning models in high-concentration regions”, Science of The Total Environment (STOTEN, Elsevier), p. 174804, 2024.
, “Exposure to fine particulate matter in the New York City subway system during home-work commute”, Plos one, vol. 19(8), p. e0307096, 2024.
, “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.
, “Pattern-Based Attention Recurrent Autoencoder for Anomaly Detection in Air Quality Sensor Networks”, IEEE Transactions on Network Science and Engineering (IEEE TNSE), pp. 1-10, 2024.
, “Virtual sensor-based proxy for black carbon estimation in IoT platforms”, Internet of Things (Elsevier), vol. 27, p. 101284, 2024.
, “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.
, “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.
, “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.
, “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.
, “Data reconstruction applications for IoT air pollution sensor networks using graph signal processing”, Journal of Network and Computer Applications (JNCA, Elsevier), vol. 205, 2022.
, “Graph Signal Reconstruction Techniques for IoT Air Pollution Monitoring Platforms”, IEEE Internet of Things Journal, vol. 9, no. 24, pp. 25350-25362, 2022.
, “A Low-Power IoT Device for Measuring Water Table Levels and Soil Moisture to Ease Increased Crop Yields”, Sensors, vol. 22, no. 18, 2022.
, “Non-linear models for black carbon exposure modelling using air pollution datasets”, Environmental Research (Elsevier), vol. 212, Part B, p. 113269, 2022.
, “Non-linear models for black carbon exposure modelling using air pollution datasets”, in 11th International Aerosol Conference (IAC'22), Athens, Greece, 2022.
, “Raw Data Collected From NO2, O3 And NO Air Pollution Electrochemical Low-Cost Sensors”, Data in Brief (Elsevier), vol. 45, p. 108586, 2022.
, “Sampling Trade-Offs in Duty-Cycled Systems for Air Quality Low-Cost Sensors”, Sensors, vol. 22, 2022.
, “Volterra Graph-Based Outlier Detection for Air Pollution Sensor Networks”, IEEE Transactions on Network Science and Engineering (IEEE TNSE), vol. 9, no. 4, 2022.
, “Europe for Privacy-Preserving Pandemic Protection (E4P); Pandemic proximity tracing systems: Interoperability Framework”, ETSI, 2021.
, “Graph Learning Techniques Using Structured Data for IoT Air Pollution Monitoring Platforms”, IEEE Internet of Things Journal (IEEE IOTJ), vol. 8, no. 17, 2021.
, “H2020 project CAPTOR dataset: Raw data collected by low-cost MOX ozone sensors in a real air pollution monitoring network”, Data in Brief, vol. 36, p. 107127, 2021.
, “Interoperable Digital Proximity Tracing protocol (IDPT)”, UPC Commons, 2020.
, “Multi-sensor data fusion calibration in IoT air pollution platforms”, IEEE Internet of Things Journal, vol. 7, no. 4, pp. 3124 - 3132, 2020.
, “A comparative Study of Calibration Methods for Low-Cost Ozone Sensors in IoT Platforms”, IEEE Internet of Things Journal, vol. 6, no. 6, pp. 9563 - 9571, 2019.