Sfoglia Informatica per Autore "De Lucia, Andrea"
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A Study of some ML and DL-based Strategies for Network Security
Farsimadan, Eslam (Universita degli studi di Salerno, 2023-06-26)The Internet and advanced communication networks, such as IoT and cellular net- works, produce enormous and diverse traffic data flows. The behavior of network traffic in these networks is highly intricate due to factors ... -
Application of machine learning techniques to biological big data
Auriemma Citarella, Alessia (Universita degli studi di Salerno, 2022-05-10)To date, has been the primary driver of global innovation, compet- itiveness and cultural development. It is also a powerful engine for creating new job opportunities, expanding market segments and inspiring new ... -
Behavioral Biometrics in the Era of Artificial Intelligence
Pero, Chiara (Universita degli studi di Salerno, 2023-02-22)Biometric technologies have historically been explored as Pattern Recognition systems. Over the past three decades, biometric- based human recognition systems have significantly changed and improved. Applications ... -
Beyond Pairwise Relationships: Modeling Real-world Dynamics Via High-order Networks
Antelmi, Alessia (Universita degli studi di Salerno, 2022-04-26)Every single person, animal, or thing we can see in the world around us is part of a broader collection of components that can spontaneously self- organize to exhibit non-trivial global structures and behaviors at ... -
Data Stream Profiling: Evolutionary and Incremental Algorithms for Dependency Discovery
Cirillo, Stefano (Universita degli studi di Salerno, 2022-02-22)Data Profiling represents one of the most crucial processes in data quality assessment. It includes a set of activities to efficiently analyze datasets and provide insights from them. Such activities rely on the ... -
GeoVisual Analytics methods and techniques for territorial sustainable development
Battistoni, Pietro (Universita degli studi di Salerno, 2023-04-13)In order to reduce poverty and improve people’s lives every- where, territorial development must be sustainable. Data science and analytics can offer fundamental contributions to it. More- over, to achieve the 17 goals ... -
Multi-biometric systems integrating fixed cameras, mobile devices, and drones
De Maio, Luigi (Universita degli studi di Salerno, 2022-05-09)To identify a person by means of fully automatic systems is still an open problem and a matter of social concern. Many of the approaches coping with this problem are based on the combination of biometrics and computer ... -
The Influence of User Interface Design on User Experience - Focus on Accessibility and Situation Awareness
Di Gregorio, Marianna (Universita degli studi di Salerno, 2021-11-26)User expectations, motivations, and feelings when using a system have prompted the need to investigate beyond traditional usability issues by evaluating and designing for the user experience. User eXperience (UX), therefore, ...