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Marco Siino

University of Catania

Monastero dei Benedettini

Piazza dante 32

95124 Catania, 95124

Italy

SCHOLARLY PAPERS

2

DOWNLOADS

123

TOTAL CITATIONS

0

Scholarly Papers (2)

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
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
University of Catania, affiliation not provided to SSRN and University of Palermo
Downloads 59 (970,490)

Abstract:

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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