Critical Infrastructures (CIs) such as water treatment plants, power grids and telecommunication networks are critical to the daily activities and well-being of our society. Disruption of such CIs would have catastrophic consequences for public safety and the national economy. Hence, these infrastructures have become major targets in the upsurge of cyberattacks. Defending against such attacks often depends on an arsenal of cyber-defence tools, including Machine Learning (ML)-based Anomaly Det...
The topic of this thesis lies in the intersection between proof theory and algebraic logic. The main object of discussion, constructive reasoning, was introduced at the beginning of the 20th century by Brouwer, who followed Kant’s explanation of human intuition of spacial forms and time points: these are constructed step by step in a finite process by certain rules, mimicking constructions with straightedge and compass and the construction of natural numbers, respectively. The aim of the pre...
Image Captioning (IC) aims to generate a coherent and comprehensive textual description that summarizes the complex content of an image. It is a combination of computer vision and natural language processing techniques to encode the visual features of an image and translate them into a sentence. In the context of remote sensing (RS) analysis, IC has been emerging as a new research area of high interest since it not only recognizes the objects within an image but also describes their attribute...
Computational modelling of global haemodynamics and its interaction with cerebrospinal fluid and brain dynamics with application to essential hypertension
Two major medical applications have inspired this thesis: firstly, the potential link between the venous circulation and several neurological pathologies, secondly arterial hypertension. The work presented in this thesis consists of a multiscale model of the global, arterio-venous circulation in the entire human body. The present model represents an enhanced version of the original Müller-Toro mathematical model. It includes one-dimensional, nonlinear PDE systems for major blood vessels and ...
- 08 Tesi di dottorato (Doctoral Th...549
- 07 Altro (Others)1
Data di pubblicazione
- 2020 - 2022470
- 2010 - 201980
- Università degli studi di Trento549
- University of Jyväskylä1
- Settore INF/01 - Informatica14
- Settore ING-IND/22 - Scienza e Te...9
- Settore ING-INF/05 - Sistemi di E...9
- Settore M-PSI/02 - Psicobiologia ...9
- Settore SECS-P/01 - Economia Poli...9
- Settore BIO/11 - Biologia Molecolare8
- Settore MAT/02 - Algebra8
- Settore BIO/13 - Biologia Applicata7
- Settore FIS/01 - Fisica Sperimentale7
- Settore FIS/03 - Fisica della Mat...6
- Deep Learning8
- machine learning5
- deep learning4
- Internet of Things4
- Machine learning4
- Artificial Intelligence3
- decision making3
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- partially open3