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Empowering computational science through extreme scalability
(2021-05-24)
Computational science is an ever-expanding research eld. It combines tech-
nologies, modern computational methods, and simulations to address prob-
lems too complex to be e ectively predicted by theory alone or too ...
Methods and systems for context awareness in complex scenarios: the case of cultural heritage sites
(2021-06-30)
Context-Aware Computing describes the development of technologies and applications that can detect data from the surrounding environment and react accordingly with specific actions, reducing and simplifying the human-machine ...
Application of machine learning techniques to biological big data
(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 horizons ...
Multiple Object Tracking and Face-based Video Retrieval: Applications of Deep Learning to Video Analysis
(2021-10-11)
In recent years, deep learning (DL) has obtained numerous successes in
analyzing complex data, such as images or audio. A particularly recent area
of application is the analysis of videos.
This thesis focuses on the ...
Soft biometrics: emerging traits and applications
(2021-04-12)
Biometrics has been a thriving field of Pattern Recognition forlong. Both Academia and Business
have thus focused their at-tention in the practical use of biometrics to advance and pro-mote varying
applications in ...
Enhancing the Sharing and the Management of Personal Data in the Big Data Era
(2022-02-22)
Nowadays, thanks to the digitalization of business processes and public
administrations, many significant Big data collections are available. Users are direct
suppliers of data when publishing contents on social networks. ...
Multi-biometric systems integrating fixed cameras, mobile devices, and drones
(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
(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, ...
Data Stream Profiling: Evolutionary and Incremental Algorithms for Dependency Discovery
(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 identification
of ...
Machine Learning Techniques and Models for Situation Awareness of IoT based Complex Systems
(2022-07-15)
The current reality is characterized by a solid technological and pervasive component. These elements are
expressed through smart devices, which make the environments we live in pervasive and able to exchange
information. ...