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Alberto Purpura, Giuseppe Sartori, Dora Giorgianni, Graziella Orrú and Gian Antonio Susto
Deception, also known as faking, is a critical issue when collecting data using questionnaires. As shown by previous studies, people have the tendency to fake their answers whenever they gain an advantage from doing so, e.g., when taking a test for a job...
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Lucas Costa Brito, Gian Antonio Susto, Jorge Nei Brito and Marcus Antonio Viana Duarte
The monitoring of rotating machinery is an essential activity for asset management today. Due to the large amount of monitored equipment, analyzing all the collected signals/features becomes an arduous task, leading the specialist to rely often on genera...
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Luca Frau, Gian Antonio Susto, Tommaso Barbariol and Enrico Feltresi
In oil and gas production, it is essential to monitor some performance indicators that are related to the composition of the extracted mixture, such as the liquid and gas content of the flow. These indicators cannot be directly measured and must be infer...
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Mattia Zanon, Giuliano Zambonin, Gian Antonio Susto and Seán McLoone
In knowledge-based systems, besides obtaining good output prediction accuracy, it is crucial to understand the subset of input variables that have most influence on the output, with the goal of gaining deeper insight into the underlying process. These re...
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