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    • AI based state observer for optimal process control: application to digital twins of manufacturing plants 

      Ben Amor, Nesrine (Universitat Politècnica de Catalunya, 2022-07-08)
      Projecte Final de Màster Oficial
      Accés obert
      Realitzat a/amb:   IKERLAN S.COOP.
      Les plantes de fabricació estan subjectes a restriccions dinàmiques que requereixen una optimització robusta per millorar el rendiment i l' eficiència del sistema. En aquest projecte es presenta un nou sistema de control ...

    • AI engineering. How to engineer AI-based systems? 

      Escola Tècnica Superior d'Enginyeria de Telecomunicació de Barcelona; Facultat d'Informàtica de Barcelona; Universitat Politècnica de Catalunya. Departament d'Enginyeria de Serveis i Sistemes d'Informació; Universitat Politècnica de Catalunya. Institut de Ciències de l'Educació (2021-10-07)
      Audiovisual
      Accés obert

    • AI fairness & privacy: bias mitigation and homomorphic encryption 

      Pastor Valdivia, Mayra (Universitat Politècnica de Catalunya, 2021-07-02)
      Treball Final de Grau
      Accés restringit per acord de confidencialitat

    • AI implementation in a metal industry company 

      Duch Leira, Andrea (Universitat Politècnica de Catalunya, 2023-08)
      Projecte Final de Màster Oficial
      Accés obert
      Realitzat a/amb:   Illinois Institute of Technology
      The field of Artificial Intelligence (AI) has witnessed rapid advancements with far- reaching implications across various industries. By deploying AI technologies, organiza- tions have been able to optimize processes and ...

    • AI lifecycle zero-touch orchestration within the edge-to-cloud continuum for industry 5.0 

      Alberti, Enrico; Álvarez Napagao, Sergio; Anaya, Victor; Barroso Isidoro, Marta; Barrué Subirana, Cristian; Beecks, Christian; Giménez Ábalos, Víctor; Hinjos García, Daniel; Jakubiak, Natalia; Sànchez-Marrè, Miquel (Multidisciplinary Digital Publishing Institute (MDPI), 2024-02-02)
      Article
      Accés obert
      The advancements in human-centered artificial intelligence (HCAI) systems for Industry 5.0 is a new phase of industrialization that places the worker at the center of the production process and uses new technologies to ...

    • AI models for risk and opportunity in the insurance sector 

      Martí Llobet, Arnau (Universitat Politècnica de Catalunya, 2023-06-28)
      Projecte Final de Màster Oficial
      Accés restringit per acord de confidencialitat
      The main goal of this thesis is to design and develop an insurance recommender system using machine learning. The AI model will analyze the risks and opportunities within several determined cross selling prospects in order ...

    • AI on software engineering processes 

      Miralles Pena, Carles (Universitat Politècnica de Catalunya, 2018-01)
      Projecte Final de Màster Oficial
      Accés obert
      Realitzat a/amb:   Universitat de Barcelona / Universitat Rovira i Virgili
      Due to the large quantity of available information as well as the huge computational power achieved today, the application of Artificial Intelligence (AI) in computer programs has become, now more than ever, much popular. ...

    • 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 ...

    • AI reflections in 2020 

      Jobin, Anna; Man, Kingson; Damasio, Antonio; Kaissis, Georgios; Braren, Rickmer; Stoyanovich, Julia; Van Bavel, Jay J.; West, Tessa V.; Mittelstadt, Brendt; Eshraghian, Jason; Ruiz Costa-Jussà, Marta; Tzachor, Asaf; Jamjoom, Aimun A. B.; Taddeo, Mariarosaria; Sinibaldi, Edoardo; Hu, Yipeng; Luengo Oroz, Miguel (Springer Nature, 2021-01-19)
      Article
      Accés obert
      We invited authors of selected Comments and Perspectives published in Nature Machine Intelligence in the latter half of 2019 and first half of 2020 to describe how their topic has developed, what their thoughts are about ...

    • AI-assisted annotation of 3D sparse data 

      Clergue, Louis (Universitat Politècnica de Catalunya, 2019-09)
      Treball Final de Grau
      Accés obert
      Realitzat a/amb:   University of Toronto. Vector Institute
      Develop a method of annotating 3d sparse data (point cloud) in an efficient way with the help of deep neural network models and user corrections. Take the approach of human-in-the-loop to refine a AI generated fine annotation ...

    • AI-assisted attack categorization, prediction, response recommendation & adaptation for specific use cases 

      Sarkar, Anirudda (2023-05-18)
      Audiovisual
      Accés obert
      Presentació feta dins el marc del "Research Café UPC Vilanova: Dona visibilitat a la teva recerca!", una trobada informal celebrada el 18 de maig de 2023 a la Biblioteca de l'EPSEVG per compartir i donar visibilitat a la ...

    • AI-assisted attack categorization, prediction, response recommendation & adaptation for specific use cases 

      Sarkar, Anirudda (2023-05-18)
      Altres
      Accés obert

    • AI-based construction of 3D human face representations from 2D images for emotion recognition 

      Vilalta i Soler, Marcel (Universitat Politècnica de Catalunya, 2024-01-22)
      Projecte Final de Màster Oficial
      Accés obert
      The commercialization of antennas that would operate in an extreme-frequency band is expected to be available in the following decade, which will provide a high- transmission rate integrated into small compact devices. The ...

    • AI-based damping of electromechanical oscillations by using grid-connected converter 

      Gregory Baltas, Nicholas; Lai, Ngoc Bao; Tarraso Martínez, Andrés; Marín Arévalo, Leonardo Vidal; Blaabjerg, Frede; Rodríguez Cortés, Pedro (2021-03-05)
      Article
      Accés obert
      The proliferation of grid-connected converter interfaced energy sources in Smart Grids, enhance sustainability and efficiency as well as minimizing power losses and costs. However, concerns arise regarding the stability ...

    • AI-based glioma grading for a trustworthy diagnosis: an analytical pipeline for improved reliability 

      Pitarch i Abaigar, Carla; Ribas Ripoll, Vicente Jorge; Vellido Alcacena, Alfredo (2023-06-27)
      Article
      Accés obert
      Glioma is the most common type of tumor in humans originating in the brain. According to the World Health Organization, gliomas can be graded on a four-stage scale, ranging from the most benign to the most malignant. The ...

    • AI-enhanced cyber-physical systems in automotive industry : integration of CPS and application artificial intelligence technologies in automotive paint shop process 

      Sanz Gràcia, Elma (Universitat Politècnica de Catalunya, 2023-11-09)
      Tesi
      Accés restringit per acord de confidencialitat
      (English) Transformation of industrial processes to embrace Industry 4.0 revolution needs to use data: valuable data from different data sources, labelled data, semantic layers, metadata to understand better, universes, ...

    • AI-powered edge computing evolution for beyond 5G communication networks 

      Kartsakli, Elli; Pérez Romero, Jordi; Sallent Roig, Oriol; Bartzoudis, Nikolaos; Frascolla, Valerio; Mohalik, Swarup Kumar; Metsch, Thijs; Antonopoulos, Angelos; Tuna, Ömer Faruk; Deng, Yansha; Tao, Xin; Serrano, Maria A.; Quiñones Moreno, Eduardo (Institute of Electrical and Electronics Engineers (IEEE), 2023)
      Text en actes de congrés
      Accés obert
      Edge computing is a key enabling technology that is expected to play a crucial role in beyond 5G (B5G) and 6G communication networks. By bringing computation closer to where the data is generated, and leveraging Artificial ...

    • AI-Vocie: intel·ligència artificial aplicada al reconeixement de la veu 

      Gil Aguilar, Aleix (Universitat Politècnica de Catalunya, 2019-10)
      Treball Final de Grau
      Accés obert
      L’objectiu d’aquest treball de final de grau és dissenyar i implementar un Altaveu Intel·ligent, Lima, senzill, però pràctic, i que respongui a ordres, simulant la manera de pensar de l’ésser humà. La finalitat és que ...

    • AI/ML for multi-technology RAN automation with full and limited infrastructure support 

      Ali, Zoraze (Universitat Politècnica de Catalunya, 2023-11-15)
      Tesi
      Accés obert
      (English) This thesis studies and proposes solutions to some of the most relevant challenges in the Radio Access Network (RAN) management arising from its evolution beyond 5G and towards 6G. The tackled problems are selected ...

    • AI/ML Techniques for 5G Coverage Drop Prediction 

      Reiss De Fez, David (Universitat Politècnica de Catalunya, 2022-07-04)
      Treball Final de Grau
      Accés obert
      This project introduces Machine Learning techniques to the wireless communication environment. In particular, the objective is to predict when the 5G network will not give coverage to a certain User Equipment. A sort of ...