Documents for the masters: "Data Science"

August 2022

Regaña Muñoz, Ignacio (2022). Modelo de propensión a compra de clientes = Customer propensity to buy model. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

July 2022

Sedano Moreno, Daniel (2022). Development of a cooking recipes application with Python. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

August 2021

Arranz Domínguez, Álvaro (2021). Desarrollo de modelos basados en la Fusión de Datos de Multisensor para la supervisión del proceso de Fabricación de Aditivos Metálicos = Development of Multi-Sensor Data Fusion based models for Metallic Additive Manufacturing process monitoring. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

4 July 2021

Hoogeveen, Dim C.M. (2021). Reproducible knowledge graph construction: a mapping-based wrapper over KGC engines. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

July 2021

Salti, Yazan (2021). Bug Report classification: a comparison of Machine Learning models. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

Segalla, Giorgio (2021). Computer vision driven assistive solution for the visually impaired/blind people = Solución de asistencia impulsada por visión artificial para personas ciegas o con discapacidad visual. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

Mirmoeini, SeyedFarzam (2021). Karavan, ETL pipeline management system based on Apache Spark. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

June 2021

Igareta Herraiz, Ángel Luis (2021). Utilizando la moda para adultos para mejorar el reconocimiento de la moda infantil = Leveraging adult fashion to enhance children’s fashion recognition. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

31 May 2021

Pueblas Núñez, Rodrigo (2021). Estimación del potencial fotovoltaico en azoteas utilizando Redes Neuronales = Estimation of rooftop photovoltaic potential using Neural Networks. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

31 December 2020

Anelli, Matteo (2020). Using Deep learning to predict continuous hand kinematics from Magnetoencephalographic (MEG) measurements of electromagnetic brain activity. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

30 December 2020

Dallapiccola, Damiano (2020). Predictive maintenance of centrifugal pumps: a Neural Network approach. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

November 2020

Finfando, Filip (2020). Indoor scene verification: evaluation of indoor scene representations for the purpose of location verification. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

28 September 2020

Rodríguez Burgos, Ignacio (2020). Enabling knowledge accessibility for a customer support unit with an information retrieval portal. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

August 2020

Losada de la Rosa, Francisco José (2020). GO!GAN: Grasping Objects with Generative Adversarial Networks. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

29 July 2020

Bako, Adam (2020). Transport mode detection and classification from smartphone sensor data using Convolutional Neural Networks. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

July 2020

Romeo, Paolo (2020). Twitter sentiment analysis: a comparison of available techniques and services. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

2020

Vera Barberán, José María (2020). Adding external factors in time series forecasting. Case study: Ethereum price forecasting. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

Mínguez Camacho, Daniel (2020). Algorithm for cryptocurrency price discrepancy detection. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

Gongolidis, Michail (2020). Document cluster summaries and labeling. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

Rúa Martínez, Javier de la (2020). Scalable architecture for automating Machine Learning model monitoring. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

González González, Alejandro (2020). Telemetry data for machine learning based scheduling. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

Aparicio Vázquez, Ignacio (2020). Venn Prediction for Survival Analysis: experimenting with survival data and Venn Predictors. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

21 September 2019

Alabort Medina, Arnau (2019). Forecasting of location occupancy by means of cell phone network data. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

1 September 2019

Gil San Antonio, Eva (2019). DNA for cold data archiving: using machine learning for robust decoding. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

August 2019

López Gómez, Carlos (2019). Deep active learning for instance segmentation. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

Ferrero Montes, Laura (2019). Right coronary artery labelling with point annotations. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

2 July 2019

Ruffa, Giorgio (2019). Towards unification of organ labeling in radiation therapy using a machine learning approach based on 3D geometries. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

July 2019

Meister, Moritz Johannes (2019). Maggy: open-source asynchronous distributed hyperparameter optimization based on Apache Spark. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

Raaijmakers, Boy Adrianus Jacobus (2019). Which financial news to trust?: financial news article author assessment using sentiment analysis and named entity linking in a streaming environment. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

30 June 2019

Bigini, Gioele (2019). A general approach to value identification of large scale geospatial data. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

June 2019

Watman Outon, Tomás Ernesto (2019). Use of autoencoders as a generalization method for anti-spoofing classification. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

1 May 2019

Hernández Munuera, Alejandro (2019). Introducing knowledge distillation in a multi-task neural network. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

2019

Díaz González, Fernando (2019). Federated learning for time series forecasting using LSTM networks: exploiting similarities through clustering. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

18 October 2018

Buz, Tolga (2018). Comparative analysis of neural NLP models for information extraction from accounting documents. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

3 October 2018

González Ferrer, Antonio Javier (2018). Cascaded machine learning for increasing conversion in hospitality recommender system. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

16 September 2018

Labroski, Aleksandar (2018). Multi-view versus single-view machine learning for disease diagnosis in primary healthcare. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

2018

Fürderer, Niklas (2018). A study of an iterative user-specific human activity classification approach. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

Coviello, Luca (2018). Deep neural network and precision agriculture for grape yield estimation. Thesis (Master thesis), E.T.S.I. de Sistemas Informáticos (UPM).

Consuegra Rengifo, Nathan Adolfo (2018). Detection and classification of anomalies in road traffic using spark streaming. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

Palacios Cuesta, Aitor (2018). Hyperparameter optimization for large-scale machine learning. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

Kowalczewski, Jakub (2018). Normalized conformal prediction for timeseries data. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).

21 July 2017

Eitel, Fabian (2017). Adversarial attacks on semantic segmentation in the physical world. Thesis (Master thesis), E.T.S. de Ingenieros Informáticos (UPM).