Exploració per autor "Gutiérrez Torre, Alberto"Més informacióMés informació

Ara es mostren els items 1-8 de 8

    • A resilient and distributed near real-time traffic forecasting application for Fog computing environments 

      Pérez, Juan Luis; Gutiérrez Torre, Alberto; Berral García, Josep Lluís; Carrera Pérez, David (Elsevier, 2018-10-01)
      Article
      Accés obert
      In this paper we propose an architecture for a city-wide traffic modeling and prediction service based on the Fog Computing paradigm. The work assumes an scenario in which a number of distributed antennas receive data ...

    • Automatic distributed deep learning using resource-constrained edge devices 

      Gutiérrez Torre, Alberto; Bahadori, Kiyana; Baig, Shuja-ur-Rehman; Iqbal, Waheed; Vardanega, Tullio; Berral García, Josep Lluís; Carrera Pérez, David (Institute of Electrical and Electronics Engineers (IEEE), 2022-08-15)
      Article
      Accés obert
      Processing data generated at high volume and speed from the Internet of Things, smart cities, domotic, intelligent surveillance, and e-healthcare systems require efficient data processing and analytics services at the Edge ...

    • Discovering ship navigation patterns towards environment impact modeling 

      Gutiérrez Torre, Alberto (Universitat Politècnica de Catalunya, 2017-04-28)
      Projecte Final de Màster Oficial
      Accés obert
      Realitzat a/amb:   Barcelona Supercomputing Center
      Ship positioning and maneuvering information is highly relevant to understand the levels of pollution on coastal cities and sea-life quality, containing latent patterns of vessels behavior, that are of utility on earth ...

    • Distributed cloud-edge analytics and machine learning for transportation emissions estimation 

      Gutiérrez Torre, Alberto (Universitat Politècnica de Catalunya, 2022-11-22)
      Tesi
      Accés obert
      (English) In recent years IoT and Smart Cities have become a popular paradigm of computing that is based on network-enabled devices connected providing different functionalities, from sensor measures to domotic actions. ...

    • Improving maritime traffic emission estimations on missing data with CRBMs 

      Gutiérrez Torre, Alberto; Berral García, Josep Lluís; Buchaca Prats, David; Guevara Vilardell, Marc; Soret, Albert; Carrera Pérez, David (Elsevier, 2020-07-07)
      Article
      Accés obert
      Maritime traffic emissions are a major concern to governments as they heavily impact the Air Quality in coastal cities. Ships use the Automatic Identification System (AIS) to continuously report position and speed among ...

    • Learning user behaviours from website visit profiling 

      Gutiérrez Torre, Alberto (Universitat Politècnica de Catalunya, 2014-06-19)
      Projecte/Treball Final de Carrera
      Accés obert
      El proyecto consiste en el diseño e implementación de un programa que analiza,a través de los registros o logs, el tráfico y los usuarios de servidores web. En concreto el proyecto pone énfasis en la generación automática ...

    • The holistic perspective of the INCISIVE Project: artificial intelligence in screening mammography 

      Lazic, Ivan; Agulló López, Ferran; Aussó Trias, Susanna; Alves, Bruno; Barelle, Caroline; Berral García, Josep Lluís; Bizopoulos, Paschalis; Bunduc, Oana; Gutiérrez Torre, Alberto (Multidisciplinary Digital Publishing Institute, 2022-08-31)
      Article
      Accés obert
      Finding new ways to cost-effectively facilitate population screening and improve cancer diagnoses at an early stage supported by data-driven AI models provides unprecedented opportunities to reduce cancer related mortality. ...

    • Time-quality tradeoff of MuseHash query processing performance 

      Pegia, Maria; Agulló López, Ferran; Moumtzidou, Anastasia; Gutiérrez Torre, Alberto; Jónsson, Björn Þór; Berral García, Josep Lluís; Gialampoukidis, Ilias; Vrochidis, Stefanos; Kompatsiaris, Ioannis (Springer, 2024)
      Text en actes de congrés
      Accés restringit per política de l'editorial
      Nowadays, large quantities of multimedia data are generated by various applications on smartphones, drones and other devices. Facilitating retrieval from these multimedia collections requires (a) effective media representation ...