Exploració per tema "Artificial Intelligence"
Ara es mostren els items 1-20 de 104
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A Learning Approach to Solving Automatic Control Problems
(Universitat Politècnica de Catalunya, 2022-10-18)
Treball Final de Grau
Accés restringit per decisió de l'autorEls 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
(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
(Universitat Politècnica de Catalunya, 2022-07-04)
Treball Final de Grau
Accés obertArtificial 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
(Universitat Politècnica de Catalunya, 2018-09-07)
Treball Final de Grau
Accés obertRecent 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
(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
(Universitat Politècnica de Catalunya, 2023-08)
Projecte Final de Màster Oficial
Accés obertDeep 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
(Universitat Politècnica de Catalunya, 2020-02-13)
Treball Final de Grau
Accés restringit per decisió de l'autor
Realitzat a/amb: UVE SolutionsUVE 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
(Universitat Politècnica de Catalunya, 2016-07-06)
Projecte Final de Màster Oficial
Accés obertProsthetics 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
(Universitat Politècnica de Catalunya, 2023-07-20)
Treball Final de Grau
Accés obertIntrodueix 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
(Universitat Politècnica de Catalunya, 2023-10-17)
Treball Final de Grau
Accés restringit per acord de confidencialitat
Realitzat a/amb: Punto FALa 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
(Universitat Politècnica de Catalunya, 2020-07-02)
Treball Final de Grau
Accés obertLa 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
(Universitat Politècnica de Catalunya, 2021-11-29)
Projecte Final de Màster Oficial
Accés obertRapid 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
(Universitat Politècnica de Catalunya, 2021-09-09)
Treball Final de Grau
Accés obertThe 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
(Universitat Politècnica de Catalunya, 2022-05-25)
Treball Final de Grau
Accés obertMotivated 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
(Universitat Politècnica de Catalunya, 2020-06-29)
Treball Final de Grau
Accés obertThrough 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
(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 VirgiliIncorporation 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
(Universitat Politècnica de Catalunya, 2023-10-19)
Projecte Final de Màster Oficial
Accés obertThis 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
(Universitat Politècnica de Catalunya, 2020-10-19)
Projecte Final de Màster Oficial
Accés obertThis 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
(Universitat Politècnica de Catalunya, 2024-01-29)
Treball Final de Grau
Accés obertTot 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
(Omnia Science, 2021-12)
Article
Accés obertPurpose: 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 ...