Master in Artificial Intelligence - MAI
Enviaments recents
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Analysis of speeches in the Spanish Parliament
(Universitat Politècnica de Catalunya, 2018)
Projecte Final de Màster Oficial
Accés obertFirst part: classification of political speeches' titles; second part: extracting the information of politicians' characteristics from the biographies and measuring the correlation between the characteristics and the ... -
Incorporation of models in automatic requirement dependencies detection
(Universitat Politècnica de Catalunya, 2018-10-11)
Projecte Final de Màster Oficial
Accés obert
Realitzat a/amb: Universitat de Barcelona / Universitat Rovira i Virgili. Escola Tècnica Superior d'EnginyeriaIn this work, an approach to the automatic detection of dependencies in NL requirements is presented. The approach is based on an ontology containing knowledge defining dependency relations between requirements. In order ... -
A Python implementation for discriminative multivariate data visualization using a Grand Tour of manifold learning nonlinear methods
(Universitat Politècnica de Catalunya, 2018-10)
Projecte Final de Màster Oficial
Accés obertIn this work has been implemented the manifold grand tour with a GTM structureas a way to improve the intuitiveness of the visualization of the GTM manifold. It is done travelling across each point of the GTM structure and ... -
Learning aerial social force model for drone navigation
(Universitat Politècnica de Catalunya, 2018-10-15)
Projecte Final de Màster Oficial
Accés obertEs presenta un nou mètode per controlar el vol d'un drone, l'objectiu del qual és acompanyar una persona. Consisteix en una xarxa neuronal que s'entrena a partir de trajectòries d'exemple proporcionades per un humà. També ... -
Glyph
(Universitat Politècnica de Catalunya, 2018-10)
Projecte Final de Màster Oficial
Accés obert
Realitzat a/amb: Universitat de Barcelona. Facultat de Matemàtiques i Informàtica / Universitat Rovira i Virgili. Escola Tècnica Superior d'EnginyeriaIn this work, I propose a typographic style transfer methodology, based on a custom trained convolutional neural network, with the intention to generate the unobserved characters of a digital typeface in the corresponding ... -
An EEG-based neural decoding approach for investigating statistical learning between modalities
(Universitat Politècnica de Catalunya, 2018-10)
Projecte Final de Màster Oficial
Accés obertWe researched cross-modal statistical learning conducting to experiments: a behavioural one and a neuroimaging one. In the analysis of the later we used neural decoding with temporal generalization. -
Multiresolution community detection in multilayer networks
(Universitat Politècnica de Catalunya, 2018-06-18)
Projecte Final de Màster Oficial
Accés obert
Realitzat a/amb: Universitat de Barcelona / Universitat Rovira i VirgiliThe aim of this thesis is to apply multiresolution to Infomap, a community detection algorithm based in the map equation that work in monolayer and multilayer networks. -
Analyzing Twitter data to discover gender biases in Spanish politics
(Universitat Politècnica de Catalunya, 2018-06-27)
Projecte Final de Màster Oficial
Accés obert
Realitzat a/amb: Universitat de Barcelona. Facultat de Matemàtiques i Informàtica / Universitat Rovira i Virgili. Escola Tècnica Superior d'EnginyeriaThis work uses Twitter data from Spanish politicians to discover differences in how men and women speak in politics, as well as differences in how men and women politicians are addressed by others. A tool for automatic ... -
Towards effective planning strategies for robots in recycling
(Universitat Politècnica de Catalunya, 2018-06-27)
Projecte Final de Màster Oficial
Accés obert
Realitzat a/amb: Universitat de Barcelona. Facultat de Matemàtiques i Informàtica / Universitat Rovira i Virgili. Escola Tècnica Superior d'EnginyeriaThis work presents several ideas for planning under uncertainty. We seek to recycle electromechanical devices with a robotic arm. We resort to the Markov Decision Process formulation. In order to avoid scalability issues, ... -
Interlingua based neural machine translation
(Universitat Politècnica de Catalunya, 2018-06-27)
Projecte Final de Màster Oficial
Accés obert
Realitzat a/amb: Universitat de Barcelona / Universitat Rovira i VirgiliWe propose a machine translation architecture based on autoencoders and a shared interlingua representation that produce comparable results to state of the art systems. Also we define evaluation and visualization strategies ... -
Action recognition in videos
(Universitat Politècnica de Catalunya, 2018-06-18)
Projecte Final de Màster Oficial
Accés obertIn this project, our work can be divided into two parts: RGB-D based action recognition in trimmed videos and temporal action detection in untrimmed videos. -
Artificial Intelligence techniques to support cognitive rehabilitation
(Universitat Politècnica de Catalunya, 2018-06)
Projecte Final de Màster Oficial
Accés obert
Realitzat a/amb: Universitat de Barcelona / Universitat Rovira i Virgili / Institut d'Investigació en Intel·ligència ArtificialIn recent years, the Guttmann Institute has incorporated an intelligent assistant as a predicted and personalized decision support system (PPDSS). This PPDSS helps plan rehabilitation sessions for patients suffering from ...
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