Temporal Pattern-Based Denoising and Calibration for Low-Cost Sensors in IoT Monitoring Platforms. - Xhensilda Allka; Pau Ferrer-Cid; José M. Barceló-Ordinas; Jorge García-Vidal (IEEE Trans. Instrum. Meas., 2023)

Pattern-Based Attention Recurrent Autoencoder for Anomaly Detection in Air Quality Sensor Networks. - Xhensilda Allka; Pau Ferrer-Cid; José M. Barceló-Ordinas; Jorge García-Vidal (IEEE Trans. Netw. Sci. Eng., 2024)

A Data-Driven Framework for Air Quality Sensor Networks. - Pau Ferrer-Cid; Juan A. Paredes-Ahumada; Xhensilda Allka; Manel Guerrero Zapata; José M. Barceló-Ordinas; Jorge García-Vidal (IEEE Internet Things Mag., 2024)

Leveraging Spatiotemporal Correlations With Recurrent Autoencoders for Sensor Anomaly Detection. - Xhensilda Allka; Pau Ferrer-Cid; José M. Barceló-Ordinas; Jorge García-Vidal (IEEE Internet Things J., 2024)

ESOD: An Edge Streaming Data Outlier Detection Framework for IoT Platforms. - Xhensilda Allka; Pau Ferrer-Cid; José M. Barceló-Ordinas; Jorge García-Vidal; Antonio Avila-Torrado (IEEE Internet Things J., 2025)