Universitat Politècnica de Catalunya
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Lean Construction is regarded as an innovative approach of management for various types of projects in the field of construction. As much as it is currently applied in some countries, its expansion is inevitable, for better ...
The present thesis addresses several machine learning problems on generative and predictive models on sequential data. All the models considered have in common that they can be de ned in terms of nite-state machines. On ...
Learning latent variable models is a fundamental machine learning problem, and the models belonging to this class - which include topic models, hidden Markov models, mixture models and many others - have a variety of ...
This thesis aims to study different language-specific approaches for Multilingual Machine Translation without parameter sharing and their properties compared to the current state-of-the-art based on parameter-sharing. We ...
Automated planning has proven to be useful to solve problems where an agent has to maximize a reward function by executing actions. As planners have been improved to salve more expressive and difficult problems, there is ...
There is a clear correlation between data availability and data analytics, and hence with the increase of data availability --- unavoidable according to Moore's law, the need for data analytics increases too. This certainly ...
The ability to capture depth information form an scene has greatly increased in the recent years. 3D sensors, traditionally high cost and low resolution sensors, are being democratized and 3D scans of indoor and outdoor ...
In terms of the Bias/Variance decomposition, very flexible (i.e., complex) Supervised Machine Learning systems may lead to unbiased estimators but with high variance. A rigid model, in contrast, may lead to small variance ...
Premi extraordinari ex-aequo en l'àmbit d'Electrònica i Telecomunicacions. Convocatoria 1999 - 2000
In recent years there has been an extraordinary growth of the demand of Cloud Computing resources executed in Data Centers. Modern Data Centers are complex systems that need management. As distributed computing systems ...
Abastract<br/><br/>This thesis is a first step that intends to interpret, by observing different urbanizations of the city of Santiago, which are the formal characteristics thereof, and how they determine the city's final ...
Peru and its neighbors Chile and Colombia, have in common that have been and are exporters of commodities, besides economic strategies have pursued the same trend but at different times and for different reasons, since the ...
A visual stimulus can be presented in free space or through lens-based systems. Interestingly, it has been reported many times in the past that some subjects have poorer accommodative responses when optically stimulated, ...
As health systems fight against epidemics and infectious diseases, new forms of diagnostics need to be developed in order to meet the growing demand for services, often in locations without the necessary infrastructure. ...
The thesis resolves the geometry of and elicits a model for hyperboloid spindle bells, which allows for the creation of the exterior stop for the large organ carillon in the Sagrada Familia that Gaudi designed for placement ...
Most of the publications on the Danish architect Arne Jacobsen are mainly dedicated on showing his extensive number of works, especially in the public sector, and the projects focused on the domestic area are left aside. ...
La present tesi està dedicada a l'anàlisi d'una tècnica constructiva avui desapareguda del ventall de tecnologies utilitzades a 1'edificació a casa nostra: la tàpia.<br/>La justificació per a l'estudi d'una tècnica en desús ...
The Citril finch has been considered for a long time as a species linked to forested high mountainous areas. It was considered as non-migratory and with short-range movements, just to avoid bad weather conditions. For a ...
The aim of this thesis is to reveal the importance of the “travesseres” as abstract elements which have the role of connecting two points (areas, fragments, sections) in a structure and of creating a consistent system that ...
La gran quantitat de monuments religiosos existents a Catalunya fa molt difícil mantenir en condicions aquest parc edificat, i sovint, les solucions proposades per a reparar danys o revertir el mal estat d’aquestes ...
