Recent Submissions

• Hesitancy and consensus measures to understand ratings: an application to hotel recommendations 

  Jennifer, Nguyen; Montserrat Adell, Jordi; Agell Jané, Núria; Sánchez Soler, Monica; Ruiz Vegas, Francisco Javier (2018)
  Conference lecture
  Restricted access - publisher's policy

  When searching for recommendations online, users are often presented with similar items all having the same ratings. It is left to the user to discern which rated item is best from other information. In order to facilitate ...
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  Cognitive human factors in the artificial intelligence of things 

  Angulo Bahón, Cecilio (2022)
  Conference report
  Open Access

  Internet of Things (IoT) systems are increasingly becoming complex. Heterogeneity in terms of hardware, software, computing capacity and connectivity is a source of complexity. The conversion of IoT systems into cyber-physical ...
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  Initial test of "BabyRobot" behaviour on a teleoperated toy substitution: improving the motor skills of toddlers 

  Cañas, Eric; Garcia, Alba M.; Garrell Zulueta, Anais; Angulo Bahón, Cecilio (2022)
  Conference report
  Open Access

  This article introduces “Baby Robot”, a robot designed to improve infants’ and toddlers’ motor skills. This robot is a car-like toy that moves autonomously by using reinforcement learning and computer vision. Its behaviour ...
• Generating fake data using GANs for anonymizing healthcare data 

  Angulo Bahón, Cecilio; Piacentino, Esteban (Springer, 2020)
  Conference report
  Restricted access - publisher's policy

  EDITH is a project aiming to orchestrate an ecosystem of manipulation of reliable and safe data, applied to the field of health, proposing the creation of digital twins for personalised healthcare. This paper elaborates ...
• Anonymizing personal images using generative adversarial networks 

  Piacentino, Esteban; Angulo Bahón, Cecilio (Springer, 2020)
  Conference lecture
  Restricted access - publisher's policy

  This paper introduces a first approach on using Generative Adversarial Networks (GANs) for the generation of fake images, with the objective of anonymizing patients information in the health sector. This is intended to ...
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  Developing a socially-aware robot assistant for delivery tasks 

  Flores Vazquez, Carlos; Angulo Bahón, Cecilio; Icaza, Daniel; Cobos-Torres, Juan-Carlos (Springer, 2019)
  Conference report
  Open Access

  This paper discusses about elements to be considered for developing a Service Robot that performs its task in a social environment. Due to the social focus of the service, not only technical considerations are demanded in ...
• Convolutional neural network training with dynamic epoch ordering 

  Plana Rius, Ferran; Angulo Bahón, Cecilio; Casas Guix, Marc; Mirats Tur, Josep Maria (IOS Press, 2019)
  Conference lecture
  Restricted access - publisher's policy

  The paper presented exposes a novel approach to feed data to a Convolutional Neural Network (CNN) while training. Normally, neural networks are fed with shuffled data without any control of what type of examples contains ...
• A Comparison of autonomous vehicle navigation simulators under regulatory and reinforcement learning constraints 

  Cabañeros, Alex; Angulo Bahón, Cecilio (IOS Press, 2019)
  Conference lecture
  Restricted access - publisher's policy

  The transition from conventional vehicles to autonomous vehicles is regulated thorough ADAS (Advanced Driver Assistance Systems) functionalities. The combination of different ADAS functions allows vehicles navigate on a ...
• Towards a healthcare digital twin 

  Angulo Bahón, Cecilio; Ortega Ramírez, Juan Antonio; Gonzalez Abril, Luis (IOS Press, 2019)
  Conference lecture
  Restricted access - publisher's policy

  The main aim of this short position paper is to introduce a proposal to orchestrate an ecosystem of manipulation of reliable and safe data, applied to the field of health, proposing the creation of digital twins for ...
• A consensus degree for hesitant fuzzy linguistic decision making 

  Montserrat Adell, Jordi; Agell Jané, Núria; Sánchez Soler, Monica; Ruiz Vegas, Francisco Javier (Institute of Electrical and Electronics Engineers (IEEE), 2017)
  Conference lecture
  Restricted access - publisher's policy

  This paper proposes a measure of consensus for group decision making in the hesitant fuzzy linguistic term sets framework. An extension of the set of hesitant fuzzy linguistic term sets is considered to capture differences ...
• Using qualitative reasoning to evaluate performance: an application in the retail sector 

  Rovira Llobera, Xari; Agell Jané, Núria; Sayeras, Josep M.; Sánchez Soler, Monica (2016)
  Conference lecture
  Restricted access - publisher's policy

  This paper offers a new method inspired by classic importance-performance analysis (IPA) that provides a global index of importance versus performance for firms together with a new version of the IPA diagram. The index ...
• From qualitative absolute order-of-magnitude to the extended set of Hesitant Fuzzy Linguistic Term Sets 

  Montserrat Adell, Jordi; Sánchez Soler, Monica; Ruiz Vegas, Francisco Javier; Agell Jané, Núria (2016)
  Conference report
  Restricted access - publisher's policy

  Hesitant fuzzy linguistic term sets were introduced to grasp the uncertainty existing in human reasoning. In this paper, inspired by absolute order-of-magnitude qualitative reasoning techniques, an extension of the set ...

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