Master in Artificial Intelligence - MAI
Enviaments recents
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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 / 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 ... -
Semi-generative modelling: learning with cause and effect features
(Universitat Politècnica de Catalunya, 2018-04-17)
Projecte Final de Màster Oficial
Accés obert
Realitzat a/amb: Technische Universiteit Delft / Universitat de Barcelona / Universitat Rovira i VirgiliWe consider a case of covariate shift where prior causal inference or expert knowledge has identified some features as effects, and show how this setting, when analysed from a causal perspective, gives rise to a semi-generative ... -
Unsupervised clustering for mining patterns in genomic dataset
(Universitat Politècnica de Catalunya, 2018-04-13)
Projecte Final de Màster Oficial
Accés obert
Realitzat a/amb: Universitat de Barcelona / Universitat Rovira i Virgili / Barcelona Supercomputing Centre (BSC)We propose an architecture for detecting patterns in genomic rearrangements that may cause cancer. We use an unsupervised clustering method based on Kernel Density Estimation function and Graph Mining techniques for pattern ... -
Deep learning for universal emotion recognition in still images
(Universitat Politècnica de Catalunya, 2018-04)
Projecte Final de Màster Oficial
Accés obert
Realitzat a/amb: Computer Vision Center / Universitat de Barcelona / Universitat Rovira i Virgili / High Performance Computing UABThis work propose a methodology for still image facial expression. The proposed method contains a face detection and alignment module followed by a deep convolutional neural network (CNN) that outputs a seven emotions ... -
Using peptidomics and machine learning techniques to predict mortality of patients with septic shock
(Universitat Politècnica de Catalunya, 2018-04-26)
Projecte Final de Màster Oficial
Accés obert
Realitzat a/amb: ShockOmics, Eurecat / Facultat de Matemàtiques UB / Escola Tècnica Superior d'Enginyeria URVThe main objective of this thesis is to analyse peptidomics data and evaluate its use in the mortality prediction of patients in septic shock. This is the first time this peptidome data has been analysed in this depth. A ... -
Semantic distances between medical entities
(Universitat Politècnica de Catalunya, 2018-04)
Projecte Final de Màster Oficial
Accés obertIn this thesis, three different similarity measures between medical entities (drugs) have been implemented. Each of those measures have been computed over one or more dimensions of the drugs: textual, ... -
Clinical assessment of shock through machine learning techniques
(Universitat Politècnica de Catalunya, 2018-04)
Projecte Final de Màster Oficial
Accés obertThis work attempts to identify biomarkers that can be used as indicators for mortality prediction in patients with shock. It uses machine learning techniques to analyze the clinical data, impute missing values in it, select ...
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