Search Results - "Marcelli, Elisa"

Machine learning models predicting multidrug resistant urinary tract infections using "DsaaS" by Mancini, Alessio, Vito, Leonardo, Marcelli, Elisa, Piangerelli, Marco, De Leone, Renato, Pucciarelli, Sandra, Merelli, Emanuela

“…The scope of this work is to build a Machine Learning model able to predict patients risk to contract a multidrug resistant urinary tract infection (MDR UTI)…”
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Active Learning-based Isolation Forest (ALIF): Enhancing anomaly detection with expert feedback by Marcelli, Elisa, Barbariol, Tommaso, Sartor, Davide, Susto, Gian Antonio

“…The detection of anomalous behaviours is an emerging need in many applications, particularly in contexts where security and reliability are critical. The…”
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Literature Review Toward Decentralized Railway Traffic Management by Marcelli, Elisa, Pellegrini, Paola

“…This paper analyzes the literature to identify ideas which may be applied to decentralized realtime railway traffic management. This system represents a new…”
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Active Learning-based Isolation Forest (ALIF): Enhancing Anomaly Detection in Decision Support Systems by Marcelli, Elisa, Barbariol, Tommaso, Susto, Gian Antonio

“…The detection of anomalous behaviours is an emerging need in many applications, particularly in contexts where security and reliability are critical aspects…”
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A Revised Isolation Forest procedure for Anomaly Detection with High Number of Data Points by Marcelli, Elisa, Barbariol, Tommaso, Savarino, Vincenzo, Beghi, Alessandro, Susto, Gian Antonio

“…Anomaly Detection defines the process of identifying unusual data characterised by a different behaviour with respect to the rest of the dataset. It represents…”
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