Sfoglia Informatica per Soggetto "INF/01 INFORMATICA"
Items 1-20 di 32
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3D data visualization techniques and applications for visual multidimensional data mining
(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
(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
(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
(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
(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
(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
(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
(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 ... -
Data Stream Profiling: Evolutionary and Incremental Algorithms for Dependency Discovery
(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
(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
(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
(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 ... -
From GeoVisualization to visual-analytics: methodologies and techniques for human-information discourse
(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
(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 ... -
Intelligent technologies for threat detection in networks security scenarios
(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
(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 ... -
Metodi matematici e tecnologie per la trasformazione digitale e le tokenizzazioni
(Universita degli studi di Salerno, 2023-03-08)This work has a two-fold objective, achieved through two lines of research. The first, purely industrial, focuses on the technical-scientific difficulties related to collecting, tokenizing, and producing value from ... -
Multi-biometric systems integrating fixed cameras, mobile devices, and drones
(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 ... -
Network anaomaly detection based on the observation of multi-scale traffic dynamics
(Universita degli studi di Salerno, 2012-03-03)Con la sempre più rapida crescita in termini di dimensioni e complessità delle moderne infrastrutture di rete, l’attività di individuazione e prevenzione di abusi e violazioni nell’uso di tali infrastrutture sta diventando ... -
New Insights on cryptographic hierarchical access control: models, schemes and analysis
(Universita degli studi di Salerno, 2016-05-24)Nowadays the current network-centric world has given rise to several security concerns regarding the access control management, which en- sures that only authorized users are given access to certain resources or tasks. ...