Now showing items 1-20 of 20

    • Aplicación de machine learning en un aeropuerto: reconocimiento facial y gestión de colas 

      Piñon Rattia, Victor Jose (Universitat Politècnica de Catalunya, 2020-07-03)
      Bachelor thesis
      Open Access
      In the last few years, Machine learning algorithms have enabled the development of many applications, which are used by a lot of people on a daily basis. This applications provide functionalities in fields as diverse as ...
    • Aprendizaje circunscripcional de reglas de primer orden mediante sesgos sintácticos y semánticos 

      Núñez Esquer, Gustavo; Cortés García, Claudio Ulises (Asociación de Técnicos de Informática, 1992-08)
      Article
      Open Access
      Se describe un sistema de aprendizaje de reglas de primer orden, a partir de descripciones de situaciones en forma de ejemplos, que utiliza el formalismo de circunscripción como modelo formal de referencia. Los ejemplos ...
    • Automated Domain-Specific Question Answering 

      Reyes Tejedor, Xavier (Universitat Politècnica de Catalunya, 2021-06-30)
      Bachelor thesis
      Restricted access - confidentiality agreement
    • BERT masked language modeling for co-reference resolution 

      Alfaro, Felipe; Ruiz Costa-Jussà, Marta; Rodríguez Fonollosa, José Adrián (2019)
      Conference report
      Open Access
      This paper explains the TALP-UPC participation for the Gendered Pronoun Resolution shared-task of the 1st ACL Workshop on Gender Bias for Natural Language Processing. We have implemented two models for mask language modeling ...
    • Desenvolupament d’un model per predir moments i potències articulars basat en xarxes neuronals 

      Palés Huix, Joana (Universitat Politècnica de Catalunya, 2019-07-03)
      Bachelor thesis
      Restricted access - author's decision
      Cada cop més els esportistes estan interessats en una millora de la tècnica per augmentar l’eficiència dels seus entrenaments i prevenir lesions. I això no només en l’àmbit professional sinó també en l’àmbit amateur. És ...
    • Detección de transiciones posturales para aplicaciones médicas, usando datos obtenidos de sensores inerciales de un Smartphone 

      Celedón Rocha, Jorge Eliécer (Universitat Politècnica de Catalunya, 2019-01-31)
      Master thesis
      Restricted access - author's decision
      [CASTELLÀ] El síndrome de fragilidad consiste en la pérdida de homeóstasis del cuerpo, y se asocia con la pérdida de movilidad y fuerza de las personas. Se considera que tener este síndrome podría acelerar la muerte. Una ...
    • Detección y clasificación de diferentes formas eritrocitarias anómalas mediante redes neuronales profundas 

      Justel Pizarro, Joaquín Tomás (Universitat Politècnica de Catalunya, 2019-05-21)
      Bachelor thesis
      Open Access
      La observación de la morfología eritrocitaria y, por ende, la detección de posibles alteraciones eritrocitarias, tiene un gran valor diagnóstico, ya que puede ser indicio de diferentes patologías como pueden ser las anemias. ...
    • Effects of the pre-processing algorithms in fault diagnosis of wind turbines 

      Marti Puig, Pere; Blanco Martínez, Alejandro; Cárdenas Araujo, Juan José; Cusidó Roura, Jordi; Sole Casals, Jordi (Elsevier, 2018-12)
      Article
      Open Access
      The wind sectors pends roughly 2200M€ in repair the wind turbines failures. These failures do not contribute to the goal of reducing greenhouse gases emissions. The 25–35% of the generation costs are operation and maintenance ...
    • Estudi comparatiu del control d’un UAV mitjançant “Neural Networks” i “Neural Masses” 

      Hernández San José, Víctor (Universitat Politècnica de Catalunya, 2019-01-10)
      Bachelor thesis
      Restricted access - author's decision
      Xarxes neuronals, neurociència i UAVs. L’aprenentatge autònom és una eina que s’utilitza en múltiples aplicacions avui dia, també en el camp de les aeronaus i concretament dels quadrirotors, que serà el framework del ...
    • Feature Selection Algorithms for Wind Turbine Failure Prediction 

      Marti Puig, Pere; Blanco Martínez, Alejandro; Cárdenas Araujo, Juan José; Cusidó Roura, Jordi; Sole Casals, Jordi (2019-01-31)
      Article
      Open Access
      It is well known that each year the wind sector has profit losses due to wind turbine failures and operation and maintenance costs. Therefore, operations related to these actions are crucial for wind farm operators and ...
    • Forecasting the amplitude of high-intensity chaotic laser pulses 

      Amil, Pablo; Cornelles Soriano, Miguel; Masoller Alonso, Cristina (International Society for Photo-Optical Instrumentation Engineers (SPIE), 2020)
      Conference report
      Open Access
      Forecasting the dynamics of chaotic systems from the analysis of their output signals is a challenging problem with applications in most fields of modern science. In this work, we use a laser model to compare the performance ...
    • Full-scale pre-tactical route prediction machine learning to increase pre-tactical demand forecast accuracy 

      Mateos Villar, Manuel; Martín, Ignacio; García, Pedro; Herranz, Ricardo; Garcia, Oliva; Prats Menéndez, Xavier (2020)
      Conference report
      Open Access
      The objective of this paper is to present an artificial intelligence-based methodology to predict the Flight plans that will be received during the pre-tactical phase of the Air Traffic Flow and Capacity Management (ATFCM) ...
    • Full-scale pre-tactical route prediction: machine learning to increase pre-tactical demand forecast accuracy 

      Martín Martínez, Ignacio; Mateos Villar, Manuel; García, Pedro; Herranz, Ricardo; García Cantú- Ros, Olivia; Prats Menéndez, Xavier (2020)
      Conference report
      Open Access
      The objective of this paper is to present an artificial intelligence-based methodology to predict the Flight plans that will be received during the pre-tactical phase of the Air Traffic Flow and Capacity Management (ATFCM) ...
    • Mantenimiento predictivo de aerogeneradores a partir de datos de datos SCADA 

      Cusidó Roura, Jordi (2019-06)
      Article
      Open Access
      El mantenimiento predictivo en aerogeneradores es un valor en alza. La extensión de vida es una tendencia clara del sector en la que ya están trabajando operadores como Acciona, Naturgy e Innogy, y ello requiere de un ...
    • Modeling COVID patients' medical interventions 

      Ollé Sabaté, Albert (Universitat Politècnica de Catalunya, 2021-06-29)
      Bachelor thesis
      Open Access
      En aquest projecte de fi de carrera, vam realitzar un estudi en pacients de UCIs espanyoles amb COVID 19 amb l'objectiu de descriure els pacients que necessitaven una ventilació mecànica invasiva i entrenem una varietat ...
    • New algorithms to characterize and classify ophthalmic images 

      Amil, Pablo; Masoller Alonso, Cristina (International Society for Photo-Optical Instrumentation Engineers (SPIE), 2020)
      Conference report
      Open Access
      Unprecedented advances in machine learning have led to a variety of algorithms for the remote evaluation of biomedical images, allowing for cost-effective early detection of diseases. In particular, a lot of efforts are ...
    • Predicting requested flight levels with machine learning 

      Mateos Villar, Manuel; Martín, Ignacio; García, Pedro; Alcolea, Ruben; Herranz, Ricardo; Garcia, Oliva; Prats Menéndez, Xavier (Single European Sky ATM Research (SESAR), 2020)
      Conference report
      Open Access
      The objective of this paper is to present a machine learning approach for the prediction of the Requested Flight Level received during the pre-tactical phase of the Air Traffic Flow and Capacity Management process. A set ...
    • Reinforcement learning applied as a game mechanic and design element in a custom boss for World of Warcraft 

      Goncevatt, Carlos Alejandro (Universitat Politécnica de Catalunya, 2020-06-23)
      Master thesis
      Open Access
      Covenantee:   Universitat de Barcelona / Universitat Rovira i Virgili
      Reinforcement Learning is one of the main categories of Machine Learning algorithms and has seen many applications throughout a wide variety of elds. On the other side, the industry of video games has been in a continuous ...
    • Study of skin cancer lesions through multispectral and 3D techniques 

      Rey Barroso, Laura; Burgos Fernández, Francisco Javier; Ares Rodríguez, Miguel; Royo Royo, Santiago; Delpueyo, Xana; Puig, Susana; Malvehy Guilera, Josep; Pellacani, Giovanni; Vilaseca Ricart, Meritxell (International Society for Photo-Optical Instrumentation Engineers (SPIE), 2019)
      Conference report
      Restricted access - publisher's policy
      The effective and non-invasive diagnosis of skin cancer is a hot topic in biophotonics since the current gold standard, biopsy followed by histological examination, is a slow and costly procedure for the healthcare system. ...
    • TinyML: From Basic to Advanced Applications 

      Monfort Grau, Marc (Universitat Politècnica de Catalunya, 2021-06-21)
      Bachelor thesis
      Open Access
      TinyML tiene como objetivo la implementación de aplicaciones de aprendizaje automático en dispositivos de poco tamaño y baja potencia, como los microcontroladores. Normalmente los dispositivos periféricos necesitan estar ...