• 3D data visualization techniques and applications for visual multidimensional data mining 

      Torre, Fabrizio (Universita degli studi di Salerno, 2014-04-21)
      Despite modern technology provide new tools to measure the world around us, we are quickly generating massive amounts of high-dimensional, spatialtemporal data. In this work, I deal with two types of datasets: one in ...
    • 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 ...
    • Artificial Intelligence methods for supporting biomedical data analysis 

      Frasca, Maria (Universita degli studi di Salerno, 2022-05-06)
      Artificial intelligence (AI) is a fundamental technology useful in many fields, ranging from finance, weather forecast, to medicine. Positive results are reached especially in the diagnostic field, where AI provides a ...
    • Augmenting the Internet with a Trust Ecosystem for inter pares interactions 

      Pascuccio, Fernando Antonio (Universita degli studi di Salerno, 2016-05-23)
      The Internet is an extraordinary communications medium but it is not free from problems that are limiting its potential further development. In this dissertation we analyze and address some of the issues that make it an ...
    • 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 ...
    • Compression and protection of multidimensional data 

      Pizzolante, Raffaele (Universita degli studi di Salerno, 2015-05-05)
      The main objective of this thesis is to explore and discuss novel techniques related to the compression and protection of multidimensional data (i.e., 3-D medical images, hyperspectral images, 3-D microscopy images and ...
    • Computer vision methods applied to person tracking and identification 

      Narducci, Fabio (Universita degli studi di Salerno, 2015-04-22)
      Computer vision methods for tracking and identification of people in constrained and unconstrained environments have been widely explored in the last decades. De- spite of the active research on these topics, they are ...
    • 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 ...
    • Designing usable mobile interfaces for spatial data 

      Romano, Marco (Universita degli studi di Salerno, 2012-03-29)
      This dissertation deals mainly with the discipline of Human-­‐Computer Interaction (HCI), with particular attention on the role that it plays in the domain of modern mobile devices. Mobile dev ...
    • Discovering hidden structures in high 

      Murino, Loredana (Universita degli studi di Salerno, 2011-03-01)
      Il grande volume di dati che viene attualmente collezionato nei vari campi di applicazione non può essere gestito usando le tecniche standard di data mining. L’obiettivo principale del presente lavoro di tesi è quello ...
    • Efficient distributed load balancing for parallel algorithms 

      Cosenza, Biagio (Universita degli studi di Salerno, 2011-04-29)
      With the advent of massive parallel processing technology, exploiting the power offered by hundreds, or even thousands of processors is all but a trivial task. Computing by using multi-processor, multi-core or many-core ...
    • A framework to access risks and derive requirements for a complex systems 

      Vozella, Angela (Universita degli studi di Salerno, 2014-04-22)
      This thesis provides an innovative framework, based on the risk assessment methodology, to support the design of a pioneering complex systems, strongly ICT based, whose failures could threaten people, environment and society ...
    • From GeoVisualization to visual-analytics: methodologies and techniques for human-information discourse 

      De Chiara, Davide (Universita degli studi di Salerno, 2012-04-03)
      The objective of our research is to give support to decision makers when facing problems which require rapid solutions in spite of the complexity of scenarios under investigation. In order to achieve this goal our studies ...
    • Fuzzy concept analysis for semantic knowledge extraction 

      De Maio, Carmen (Universita degli studi di Salerno, 2012-03-22)
      Availability of controlled vocabularies, ontologies, and so on is enabling feature to provide some added values in terms of knowledge management. Nevertheless, the design, maintenance and construction of domain ontologies ...
    • Hybrid approaches based on computational intelligence and semantic web for distributed situation and context awareness 

      Furno, Domenico (Universita degli studi di Salerno, 2013-04-29)
      The research work focuses on Situation Awareness and Context Awareness topics. Specifically, Situation Awareness involves being aware of what is happening in the vicinity to understand how information, events, and one’s ...
    • Intelligent technologies for threat detection in networks security scenarios 

      Robustelli, Antonio (Universita degli studi di Salerno, 2023-06-08)
      The advent of the Internet of Things (IoT), with the consequent changes in network architectures and communication dynamics, has strongly conditioned the security market by radically shifting traditional per- ceptions ...
    • Logit dynamics for strategic games mixing time and metastability 

      Ferraioli, Diodato (Universita degli studi di Salerno, 2012-04-18)
      A complex system is generally de_ned as a system emerging from the interaction of several and di_erent components, each one with their properties and their goals, usually subject to external inuences. Nowadays, complex ...
    • Memetic algorithms for ontology alignment 

      Vitiello, Autilia (Universita degli studi di Salerno, 2013-04-24)
      Semantic interoperability represents the capability of two or more systems to meaningfully and accurately interpret the exchanged data so as to produce useful results. It is an essential feature of all distributed and ...