Browsing Informatica by Title

Now showing items 1-20 of 41

    • 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 ...

    • Automatic discovery of drug mode of action and drug repositioning from gene expression data 

      Iorio, Francesco (Universita degli studi di Salerno, 2011-02-18)
      The identification of the molecular pathway that is targeted by a compound, combined with the dissection of the following reactions in the cellular environment, i.e. the drug mode of action, is a key challenge in ...

    • 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 ...

    • Coverage in wireless sensor networks: models and algorithms 

      D'Ambrosio, Ciriaco (Università, 2015-05-05)
      Due to technological advances which enabled their deployment in relevant and diverse scenarios, Wireless Sensor Networks (WSNs) have been object of intense study in the last few years. Possible application contexts include ...

    • 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 ...

    • Forensic analysis for digital images 

      Cembalo, Maurizio (Universita degli studi di Salerno, 2011-11-23)
      Nowadays, taking and sharing digital pictures is becoming a very popular activity. This is witnessed by the explosive growth of the digital cameras market: e.g., more than one billion of digital cameras have been ...

    • 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 ...

    • 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 ...

    • ID-Based Key Agreement for WANETs 

      Rossi, Francesco (Universita degli studi di Salerno, 2015-04-24)
      The increasing interest about wireless ad hoc networks (WANETs) is due to some key features not owned by traditional networks such as nodes mobility, network self-organization and the ability to rely on infrastructure-less ...

    • Improving Network Anomaly Detection with Independent Component Analysis 

      Fiore, Ugo (Universita degli studi di Salerno, 2015-05-04)
      Complexity, sophistication, and rate of growth of modern networks, coupled with the depth, continuity, and pervasiveness of their role in our everyday lives, stress the importance of identifying potential misuse or threats ...