Exploració per autor "Sevilla-Villanueva, Beatriz"Més informació

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    • A methodology for maintaining consistency between conceptual interpretations of nested partitions 

      Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (2016)
      Text en actes de congrés
      Accés restringit per política de l'editorial
      The relationship between interpretations of nested partitions is analyzed in this work, since there are multiple situations where a refinement of the original partition arises. As a result, a new methodology NCI-IMS is ...

    • A methodology for maintaining consistency between conceptual interpretations of nested partitions 

      Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (IOSPress, 2016-10)
      Capítol de llibre
      Accés restringit per política de l'editorial
      The relationship between interpretations of nested partitions is analyzed in this work, since there are multiple situations where a refinement of the original partition arises. As a result, a new methodology NCI-IMS is ...

    • A methodology to discover and understand complex patterns: interpreted integrative multiview clustering (I2MC) 

      Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (Elsevier, 2017-02-10)
      Article
      Accés obert
      The main goal of this work is to develop a methodology for finding nutritional patterns from a variety of individual characteristics which can contribute to better understand the interactions between nutrition and health, ...

    • Case-based reasoning applied to textile industry processes 

      Sevilla-Villanueva, Beatriz; Sànchez-Marrè, Miquel (2012)
      Article
      Accés restringit per política de l'editorial
      This paper describes an innovative usage of Case-Based Reasoning to reduce the high cost derived from correctly setting the textile machinery within the framework of European MODSIMTex project. Furthermore, this system ...

    • Clustering and interpretation on real nutritional data 

      Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (2013)
      Text en actes de congrés
      Accés obert
      Nutritional Genomics studies diet-gene-disease interactions and aims to promote health and disease prevention. It is based on the idea that everything ingested into a person’s body affects the genome of the individual and, ...

    • Combining data-driven and domain knowledge components in an intelligent assistant to build personalized menus 

      Sànchez-Marrè, Miquel; Gibert, Karina; Sevilla-Villanueva, Beatriz (Springer, 2019)
      Article
      Accés obert
      In this paper, some new components that have been integrated in the Diet4You system for the generation of nutritional plans are introduced. Negative user preferences have been modelled and introduced in the system. ...

    • Design and Development of a Case-Based Reasoning Shell integrated in an Intelligent Data Analysis Tool 

      Sevilla-Villanueva, Beatriz (Universitat Politècnica de Catalunya, 2009-09)
      Projecte Final de Màster Oficial
      Accés obert

    • Diet4You: a personal intelligent recommender for diets from a holistic perspective 

      Gibert, Karina; Sevilla-Villanueva, Beatriz; Sànchez-Marrè, Miquel; Marqués, Lluís; Casanova, Èric; Fitó Colomer, Montse (IOS Press, 2019-10-01)
      Article
      Accés restringit per política de l'editorial
      Prevention and nutrition are key for healthy lifestyles and are crucial in the new paradigm of patient-centered medicine, as healthy diet protects against chronic diseases and helps to delay diseases in general population. ...

    • Estimation of machine settings for spinning of yarns : new algorithms for comparing complex structures 

      Sevilla-Villanueva, Beatriz; Sànchez-Marrè, Miquel; Fischer, Thomas V. (Springer, 2014)
      Text en actes de congrés
      Accés restringit per política de l'editorial
      The textile industry in Europe is facing a new challenge in order to stay competitive into the textile market. They need to be flexible, cost efficient and produce with high quality. The setting of the machinery parameters ...

    • Evaluation of adherence to nutritional intervention through trajectory analysis 

      Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel; Fitó Colomer, Montserrat; Covas, Maria Isabel (2017-05)
      Article
      Accés obert
      Classical Pre-Post Intervention Studies are often analyzed using traditional statistics. Nevertheless, the nutritional interventions have small effects on the metabolism and traditional statistics are not enough to detect ...

    • Evolutionary computation and case-based reasoning interoperation in IEDSS through GESCONDA 

      Sànchez-Marrè, Miquel; Gibert, Karina; Vinayagam, Radha K.; Sevilla-Villanueva, Beatriz (UPC i International Environmental Modelling and Software Society (iEMSs), 2014)
      Comunicació de congrés
      Accés obert

    • Generating complete menus from nutritional prescriptions by using advanced CBR and Real Food Databases 

      Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (IOS Press, 2017-10-01)
      Article
      Accés restringit per política de l'editorial
      Prevention and nutrition are key issues to guarantee a healthy lifestyle and are in the kernel of the new paradigm of patient-centered medicine. A healthy diet protects against risk factors of a large number of chronic ...

    • Identifying nutritional patterns through integrative multiview clustering 

      Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (IOSPress, 2015)
      Capítol de llibre
      Accés restringit per política de l'editorial
      The main goal of this work is to develop a methodology for finding nutritional patterns based on a variety of subject characteristics which can contribute to better understand the interactions between nutrition and health, ...

    • Including hard restrictions into Diet4You Menu Planner 

      Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (IOS Press, 2018-10-01)
      Article
      Accés restringit per política de l'editorial
      Healthy life-styles have become a keystone of the modern health approach, according to its strategic role in preventing the development of some chronic diseases and maintaining the quality of life of persons. More and more, ...

    • Intelligent management of measurement units equivalences in food databases 

      Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (Springer, 2018-10-23)
      Capítol de llibre
      Accés restringit per política de l'editorial
      This book constitutes the refereed proceedings of the 18th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2018, held in Granada, Spain, in October 2018. The 36 full papers presented were carefully ...

    • A methodology for pre-post intervention studies : an application for a nutritional case study 

      Sevilla-Villanueva, Beatriz (Universitat Politècnica de Catalunya, 2016-02-09)
      Tesi
      Accés obert
      Nowadays, it is widely accepted that many of modern lifestyle habits such as diet and exercise, together with genetics, play an important role in the development of many diseases such as cardiovascular disease, diabetes, ...

    • Neuroeducación en Ciclos Formativos: guía para el profesorado 

      Sevilla-Villanueva, Beatriz (Universitat Politècnica de Catalunya, 2020-06-17)
      Projecte Final de Màster Oficial
      Accés obert
      La neuroeducación nace de la sinergia de la educación con la neurociencia. El objetivo de la educación es que el alumnado aprenda y el de la neurociencia es estudiar el funcionamiento del cerebro incluyendo el proceso de ...

    • Post-processing the Class Panel Graphs: towards understandable patterns from data 

      Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (2013-11-01)
      Article
      Accés obert
      A profiling methodology is introduced for automatic interpretation of clusters in this work. This methodology contributes to the characterization of the resulting classes from a clustering process. This work aims to find ...

    • Providing intelligent decision support systems with flexible data-intensive case-based reasoning 

      Sevilla-Villanueva, Beatriz; Sànchez-Marrè, Miquel (International Congress on Environmental Modelling and Software, 2010)
      Text en actes de congrés
      Accés obert
      In this paper we present a flexible CBR shell for Data-Intensive Case-Based Reasoning Systems which is fully integrated in an Intelligent Data Analysis Tool entitled GESCONDA. The main subgoal of the developed tool is to ...

    • The Role of Significance Statistical Tests on Cluster Interpretation 

      Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (2014)
      Text en actes de congrés
      Accés obert