Programa de Doctorat en Intel·ligència Artificial
Recent Submissions
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Modeling and reconstruction of 3D humans under context
(Universitat Politècnica de Catalunya, 2025-04-04)
Doctoral thesis
Open Access(English) The study of human's and their behavior through the analysis of images and videos has long been a central topic in Computer Vision. The reconstruction and modeling of human behavior have garnered increasing ... -
Advances towards a robust AI-based glioma grading system
(Universitat Politècnica de Catalunya, 2025-03-04)
Doctoral thesis
Open Access(English) Gliomas represent the most common and aggressive form of primary brain tumors in adults, posing significant diagnostic challenges due to their heterogeneous molecular, histological, and radiological characteristics. ... -
Soft computing strategies for resolving key data challenges in organ transplantation
(Universitat Politècnica de Catalunya, 2024-07-25)
Doctoral thesis
Open Access(English) In the field of organ transplantation, a critical gap exists: the availability of organs falls far short of the demand, resulting in numerous recipients dying before they can receive a transplant. The complexity ... -
Value engineering for autonomous agents
(Universitat Politècnica de Catalunya, 2024-02-01)
Doctoral thesis
Open Access(English) The topic of this thesis is the engineering of values for autonomous agents. This is realised through the formulation, design and implementation of new functionalities for autonomous agents that enable reasoning ... -
Towards a linearly organized embedding space of biological networks
(Universitat Politècnica de Catalunya, 2024-02-02)
Doctoral thesis
Open Access(English) The recent technological advances in high-throughput sequencing have yielded vast amounts of large-scale biological omics data that describe different aspects of cellular functioning. These omics data are typically ... -
DA&AI supporting tools for gas turbine’s efficiency improvement: maintenance, operation modes and performance enhancement
(Universitat Politècnica de Catalunya, 2023-12-18)
Doctoral thesis
Open Access(English) Digitalization has revolutionized many industries, including the power generation sector. The availability of a vast amount of data from various systems has transformed decision-making processes in Industry. ... -
Assessing biases through mosaic attributions
(Universitat Politècnica de Catalunya, 2023-12-11)
Doctoral thesis
Open Access(English) Machine learning and, more specifically, deep learning applications have grown in number in recent years. These intelligent systems have shown remarkable performance across various domains, including sensitive ... -
A methodology for the automation of building intelligent process control systems
(Universitat Politècnica de Catalunya, 2023-11-10)
Doctoral thesis
Open Access(English) One of the major problems to design and implement control and supervision systems for real-world processes lies in the need to stablish an ad-hoc solution for each process, i.e., environmental systems in this ... -
Causal discovery and prediction: methods and algorithms
(Universitat Politècnica de Catalunya, 2023-06-07)
Doctoral thesis
Open Access(English) This thesis focuses on the discovery of causal relations and on the prediction of causal effects. Regarding causal discovery, this thesis introduces a novel and generic method to learn causal graphs by performing ... -
New data integration methods for drug re-purposing by mining heterogeneous omics data
(Universitat Politècnica de Catalunya, 2023-11-21)
Doctoral thesis
Open Access(English) High-throughput omics technologies produce large-scale heterogeneous data that provide complementary views of the underlying complexity of the studied organism. To exploit these new data to answer biomedical ... -
A novel soft computing approach based on FIR to model and predict energy dynamic systems
(Universitat Politècnica de Catalunya, 2020-12-21)
Doctoral thesis
Open AccessWe are facing a global climate crisis that is demanding a change in the status quo of how we produce, distribute and consume energy. In the last decades, this is being redefined through Smart Grids(SG), an intelligent ... -
A novel computer Scrabble engine based on probability that performs at championship leve
(Universitat Politècnica de Catalunya, 2022-03-07)
Doctoral thesis
Open AccessThe thesis starts by giving an introduction to the game of Scrabble, then mentions state-of-the-art computer Scrabble programs and presents some characteristics of our developed Scrabble engine Heuri. Some brief notions ...
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