Master in Innovation and Research in Informatics - MIRI
Recent Submissions
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Graph Neural Networks and its applications
(Universitat Politècnica de Catalunya, 2019-10-13)
Master thesis
Open AccessThis project will explore some of the most prominent Graph Neural Network variants and apply them to two tasks: approximation of the community detection Girvan-Newman algorithm and compiled code snippet classification. -
Travel time forecasting using probe vehicle data on freeways
(Universitat Politècnica de Catalunya, 2019-07-05)
Master thesis
Open AccessThis master thesis deals with the problem of traffic forecasting using probe vehicle data on freeways. The main goal of this master thesis is to perform travel forecasting using different models and evaluate these models ... -
An implementation and improvement of the ToPs predicting algorithm
(Universitat Politècnica de Catalunya, 2019-06-28)
Master thesis
Open AccessIn this work we implemented and we improved the ToPs predictive algorithm, first described in February 2018, by J. Yoon, W. R. Zame, and M. van der Schaar -
Restaulytics sentiment analysis in restaurant reviews
(Universitat Politècnica de Catalunya, 2019-07-05)
Master thesis
Open Access
Covenantee: Universitatea Politehnică BucureștiThis thesis aims to investigate the problem of sentiment analysis and how it can be solved as a 5 classes classification problem with automatic learning. This is done via experimenting with different types of features and ... -
Genome-wide investigation of genecancer associations using machine learning on biomedical data for the prediction of novel therapeutic targets
(Universitat Politècnica de Catalunya, 2019-07-05)
Master thesis
Restricted access - confidentiality agreement -
Understanding and using NLP methodologies to develop a small chatbot
(Universitat Politècnica de Catalunya, 2019-07-05)
Master thesis
Restricted access - confidentiality agreement -
Optimizing vehicle profile speed settings based on historic data
(Universitat Politècnica de Catalunya, 2019-07-05)
Master thesis
Open Access
Covenantee: PTV GroupThis work presents several methods for optimising speed profiles that minimise the traveltime devitations compared to historical traffic data. Defining optimisation models based at different level of detail of the reference ... -
Microarchitectural simulator for shader cores in a modern GPU simulation infrastructure
(Universitat Politècnica de Catalunya, 2019-07-05)
Master thesis
Open AccessThe objective of this project is to redesign the shader cores in TEAPOT, a cycle-accurate simulator for mobile-GPU systems, validate it's functionality and accuracy and then explore the new microarchitecture by performing ... -
Wind pattern analysis applied to Tokyo 2020 Olympic Games (II)
(Universitat Politècnica de Catalunya, 2019-07-05)
Master thesis
Open AccessMeteorologists refer to repeating weather conditions as a weather pattern. A weather pattern is characterised by repeating values of weather variables, such as atmospheric pressure, cloud coverage, air temperature, wind ... -
Shockwave damping on freeways using magnetometers and probe vehicle data
(Universitat Politècnica de Catalunya, 2019-07-05)
Master thesis
Open Access
Covenantee: inLab FIBThis master thesis focuses on the problem of shockwave damping on freeways. To this purpose, we implement two algorithms for detecting shockwaves and a mitigation algorithm. They are tested using simulation in test networks ... -
Refining financial sentiment analysis with topic modelling
(Universitat Politècnica de Catalunya, 2019-07-05)
Master thesis
Restricted access - confidentiality agreementWith the recent availability and growing popularity of social media resources such as online news sites, opportunities arise as people use information processing techniques to capture the impact such news have. This thesis ... -
COM architecture for a Content Delivery Network infrastructure use case
(Universitat Politècnica de Catalunya, 2019-07-05)
Master thesis
Restricted access - confidentiality agreement
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