Exploració per tema "Artificial Intelligence"

Ara es mostren els items 1-20 de 104

    • A Learning Approach to Solving Automatic Control Problems 

      Parellada Calderer, Benjami (Universitat Politècnica de Catalunya, 2022-10-18)
      Treball Final de Grau
      Accés restringit per decisió de l'autor
      Els problemes de control automàtic poden ser extremadament difícils de resoldre per a qualsevol algoritme no adaptatiu. El control automàtic implica l'avaluació en temps real de les respostes d'un sistema que es retroalimenta ...

    • A machine learning approach to predicting a basketball game outcome 

      Poch Alonso, Roger (Universitat Politècnica de Catalunya, 2019-10-25)
      Treball Final de Grau
      Accés restringit per decisió de l'autor
      Realitzat a/amb:   Sveučilište u Zagrebu

    • A machine learning based recommendation system for furniture selection 

      Manresa Román, Maria Isabel (Universitat Politècnica de Catalunya, 2022-07-04)
      Treball Final de Grau
      Accés obert
      Artificial Intelligence (AI) is one of today's fastest growing technologies, and has been evolving for decades. It allows machines to have the ability to "learn", and self-correct. This technology is used in many fields, ...

    • A new deep reinforcement learning architecture for autonomous UAVs 

      Muñoz Ferran, Guillem (Universitat Politècnica de Catalunya, 2018-09-07)
      Treball Final de Grau
      Accés obert
      Recent improvements in computation and algorithmic research, together with the rising era of Big Data, have allowed Artificial Intelligence increase its popularity within masses. The recent publication of the Deep Q-Network ...

    • A tool for Predictive Maintenance of non-critical machines using raw vibration data with Machine Learning models 

      Segura Pons, Jordi (Universitat Politècnica de Catalunya, 2022-07-21)
      Treball Final de Grau
      Accés restringit per acord de confidencialitat
      Realitzat a/amb:   Engisoft

    • Advanced 3D perception based on 2D projection and sensor fusion for autonomous vehicles 

      Guerrero Casado, Quim (Universitat Politècnica de Catalunya, 2023-08)
      Projecte Final de Màster Oficial
      Accés obert
      Deep learning (DL) has experienced rapid growth in recent years due to its universal learning approach, robustness, generalization, and scalability. Furthermore, the field of autonomous driving cars (ADC) is continuously ...

    • Advanced segmentation of the HORECA sector via artificial intelligence and machine learning 

      Canal Prat, Sergi (Universitat Politècnica de Catalunya, 2020-02-13)
      Treball Final de Grau
      Accés restringit per decisió de l'autor
      Realitzat a/amb:   UVE Solutions
      UVE Solutions, located in Manresa and Sant Cugat del Vallès, is a company that has been helping for more than a decade, Fast Moving Consumer Goods companies (FMGC) to improve the route that their products do from their ...

    • AI and Prosthetics 

      Kyriazi, Nefeli Evdokia (Universitat Politècnica de Catalunya, 2016-07-06)
      Projecte Final de Màster Oficial
      Accés obert
      Prosthetics are very important to an amputee.The introduction of technology to prosthetics has allowed bionic limbs to emerge and change the way we were thinking about prosthetic limbs.More and more companies create new ...

    • AI based cover image generation for music albums : the study of AI techniques for generating images 

      Campobadal Forés, Kiriam (Universitat Politècnica de Catalunya, 2023-07-20)
      Treball Final de Grau
      Accés obert
      Introdueix els principals conceptes de xarxes neuronals, Stable Diffusion i NLP per tal de desenvolupar un sistema amb una arquitectura de disseny que combini tots aquests conceptes. Aquest sistema consisteix en una ...

    • AI propensity models in fashion: understanding each client needs at any point in time 

      Millet Salvador, Sandra (Universitat Politècnica de Catalunya, 2023-10-17)
      Treball Final de Grau
      Accés restringit per acord de confidencialitat
      Realitzat a/amb:   Punto FA
      La intel·ligència artificial (IA) té un paper crucial en la millora de les tècniques estadístiques tradicionals, concretament, l'enfocament se centra en maximitzar el potencial dels models de propensió per millorar la ...

    • An application of explainability methods in reinforcement learning 

      Climent Muñoz, Antoni (Universitat Politècnica de Catalunya, 2020-07-02)
      Treball Final de Grau
      Accés obert
      La popularidad de los métodos explicativos está aumentando en el contexto de la Inteligencia Artificial y consiste en dar explicaciones inteligibles a modelos complejos. Recientemente, en el contexto del Aprendizaje Reforzado ...

    • An approach to some classical libration point orbit problems by means of artificial intelligence tecniques 

      Abecia Hernanz, Sara Cecilia (Universitat Politècnica de Catalunya, 2021-11-29)
      Projecte Final de Màster Oficial
      Accés obert
      Rapid developments in the last decade have demonstrated the potential of new techniques within the Artificial Intelligence (AI) field as an effective approach for different classical problems in the area of astrodynamics. ...

    • An autoencoder-based Solution for IQ constellation analysis 

      Morales López, Javier Roman (Universitat Politècnica de Catalunya, 2021-09-09)
      Treball Final de Grau
      Accés obert
      The continuous advances in technology and globalisation of humanity has made the use of communications an essential part of human lives. Nowadays, the advances in this field and the huge amount of data, structured and ...

    • Análisis de métodos de interacción basados en la postura corporal para un robot autónomo 

      Campo Rodríguez, Mikel (Universitat Politècnica de Catalunya, 2022-05-25)
      Treball Final de Grau
      Accés obert
      Motivated by the interest in electronics and artificial intelligence, especially image processing with computer vision techniques, this thesis was accepted as a perfect fusion between the two interests mentioned, having ...

    • Anomaly detection using Computer Vision for fusion power generation 

      Cano Aguilera, Abraham (Universitat Politècnica de Catalunya, 2020-06-29)
      Treball Final de Grau
      Accés obert
      Through the years, nuclear fission, the most extended way to generate nuclear energy, has been subject of debate because its detrimental effects in the environment as well as our health. By now nuclear fusion is emerging ...

    • Applying multi-agent reinforcement learning to solve sequential moral dilemmas 

      Choinski, Michal (Universitat Politècnica de Catalunya, 2021-04-26)
      Projecte Final de Màster Oficial
      Accés obert
      Realitzat a/amb:   Universitat de Barcelona. Facultat de Matemàtiques i Informàtica / Universitat Rovira i Virgili
      Incorporation of ethical values in the field of Artificial Intelligence is inevitable. With the rapid development of technologies capable of making autonomous decisions, more attention should be dedicated to the process ...

    • Applying Reinforcement Learning Techniques for Emergency Resource Dispatch 

      Garriga Orteu, Anna (Universitat Politècnica de Catalunya, 2023-10-19)
      Projecte Final de Màster Oficial
      Accés obert
      This thesis is part of the SIA-REMU project, which aims to optimize the management of medical emergency resources using artificial intelligence tools. The specific focus of this work is on employing Reinforcement Learning ...

    • Artificial Inteligence applications in 5G networks 

      Lladós Gómez, Guillem (Universitat Politècnica de Catalunya, 2020-10-19)
      Projecte Final de Màster Oficial
      Accés obert
      This project presents an analysis on one application of Artificial Intelligent in 5G networks. It analyzes how slicing can be improved using Deep Learning through the creation of two different systems. The first system is ...

    • Artificial intelligence approaches for image segmentation and classification in medical imaging analysis 

      Muñoz García, Noelia (Universitat Politècnica de Catalunya, 2024-01-29)
      Treball Final de Grau
      Accés obert
      Tot i que el càncer ossi pediàtric és relativament poc freqüent, va ser la tercera causa de mort infantil el 2020. En aquest context, destaquen dues formes prevalents: l'osteosarcoma i el sarcoma d'Ewing, afectant els ...

    • Artificial Intelligence potential within airlines: a review on how AI can enhance strategic decision-making in times of COVID-19 

      Pérez Campuzano, Darío; Morcillo Ortega, Patricio; Rubio Andrada, Luis; López Lázaro, Antonio (Omnia Science, 2021-12)
      Article
      Accés obert
      Purpose: The purpose is to explore the potential of Artificial Intelligence (AI) applications regarding strategic decision-making in airlines in times of COVID-19 and to depict a roadmap to encourage scholars and practitioners ...