Master in Artificial Intelligence - MAI
Recent Submissions
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Forecasting financial time series using multiple Kernel Learning
(Universitat Politécnica de Catalunya, 2017-07-05)
Master thesis
Open AccessThis thesis introduces a forecasting procedure based on Multiple Kernel Learning to predict and measure the influence of several economic variables in the process of predicting the equity premium of the S&P 500 Index. ... -
A computational system to monitor and control animal behaviour during perceptual tasks
(Universitat Politécnica de Catalunya, 2017-07)
Master thesis
Open Access
Covenantee: Università di PadovaIn the neuroscience field the scientists aim to understand how the brain works. In order to study the brain mechanisms underlying behaviour and cognition, they perform standardized laboratory experiments with animal ... -
Semantic face segmentation from video streams in the wild
(Universitat Politécnica de Catalunya, 2017-07-05)
Master thesis
Restricted access - confidentiality agreement -
A Study of normalizing flows for rich posterior approximations
(Universitat Politécnica de Catalunya, 2017-10-17)
Master thesis
Open Access
Covenantee: Technische Universität München -
Spatial networks, thresholded random geometric graphs, and applications in electric vehicle infrastructure networks
(Universitat Politécnica de Catalunya, 2017-06-16)
Master thesis
Open AccessIn this paper, we explore the recent advances in Spatial Network modeling and provide 3 main contributions: 1. A new classification of existing Spatial Network models 2. The introduction of a new Spatial Network model and ... -
Multiple sclerosis lesion segmentation using deep learning
(Universitat Politécnica de Catalunya, 2017-06-27)
Master thesis
Restricted access - confidentiality agreement -
Feature extraction and classification on Time Series
(Universitat Politécnica de Catalunya, 2017-06-29)
Master thesis
Open Access
Covenantee: Purdue UniversityTime is involved in almost every scienti c eld one can think on. Observations of a phenomena are collected with the aim of study or explain its behavior. This collections lead to organized data called time series. Data ... -
Market Basket analysis in Retail
(Universitat Politècnica de Catalunya, 2017-05)
Master thesis
Open AccessThis Master Thesis memory describes a full end-to-end data science project performed in CleverData, a successful start-up specialized in data mining techniques and analytics tools. This project was performed for one of ... -
Protein classification from primary structures in the context of database biocuration
(Universitat Politècnica de Catalunya, 2017-04)
Master thesis
Open AccessThe problem of automatic protein classification using only their primary structures plays an important role in modern bioinformatics research, especially for proteins whose 3-D structures are yet unknown. One of these ... -
Improving object detection by exploiting semantic relations between objects
(Universitat Politècnica de Catalunya, 2017-05)
Master thesis
Open AccessObject detection is a fundamental and challenging problem in computer vision. Detecting the objects visible in an image can give us a good understanding and description of the image. The extracted information can later ... -
Deep Learning on medical images image captioning on X-rays
(Universitat Politècnica de Catalunya, 2017-02-28)
Master thesis
Restricted access - confidentiality agreement
Covenantee: Eidgenössische technische Hochschule Zürich -
Applying deep-learning techniques to detect freezing of gait episodes in Parkinson's disease patients
(Universitat Politècnica de Catalunya, 2017-04-28)
Master thesis
Restricted access - confidentiality agreement
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