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Ilenia TINNIRELLO

University of Palermo

Professor

SCHOLARLY PAPERS

3

DOWNLOADS

149

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Early Prediction of Alarms in Hemodialysis Machines: A Comparative Evaluation of Machine Learning and Deep Learning Models

Number of pages: 28 Posted: 24 Dec 2025
Alessia Nicosia, Nunzio Cancilla, Marco Siino, Michele Passerini, Francesca Sau, Ilenia TINNIRELLO and A. Cipollina
University of Palermo, University of Palermo, University of Catania, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Palermo and University of Palermo
Downloads 64 (970,490)

Abstract:

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Artificial Intelligence, Alarm prediction, Dialysis systems, Patient safety, Clinical support, Kidney disease.

2.

Integrating Large Language Models into Network Testbeds: A Novel Approach for Automated Experimentation and Optimization

Number of pages: 36 Posted: 20 Mar 2025
Marco Siino, Fabrizio Giuliano and Ilenia TINNIRELLO
University of Catania, affiliation not provided to SSRN and University of Palermo
Downloads 59 (970,490)

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Large Language Models (LLMs), Wireless Networking, Networking Testbed, Few-shot Learning, Prompt Engineering, System Configuration, LoRaWAN, Anomaly Detection, Network Optimization, Experimentation Efficiency

3.

Dynamic Transmission Adaptation Algorithms for Battery-Free Lorawan Devices

Number of pages: 1 Posted: 18 Mar 2025
Fabrizio Giuliano, Antonino Pagano, Daniele Croce, Gianpaolo Vitale and Ilenia TINNIRELLO
affiliation not provided to SSRN, University of Palermo, University of Palermo, affiliation not provided to SSRN and University of Palermo
Downloads 26 (1,372,601)

Abstract:

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Adaptive AlgorithmsBatteryless systemsEnergy HarvestingInternet of ThingsLoRaWANWireless Sensor Networks