• openAccess   A literature review on the application of evolutionary computing to credit scoring 

      Marqués Marzal, Ana Isabel; García, Vicente; Sánchez Garreta, Josep Salvador Palgrave Macmillan (2013)
      The last years have seen the development of many credit scoring models for assessing the creditworthiness of loan applicants. Traditional credit scoring methodology has involved the use of statistical and mathematical ...
    • openAccess   A regression model based on the nearest centroid neighborhood 

      García, Vicente; Sánchez Garreta, Josep Salvador; Marqués Marzal, Ana Isabel; Martínez-Peláez, Rafael Springer Verlag (2018)
      The renowned k-nearest neighbor decision rule is widely used for classification tasks, where the label of any new sample is estimated based on a similarity criterion defined by an appropriate distance function. It has also ...
    • openAccess   El cambiante mundo de las organizaciones. Hacia una organización saludable 

      Grandío_Botella, Antonio; Gimeno Navarro, Miguel Ángel; Marqués Marzal, Ana Isabel Universitat Rovira i Virgili (2013)
      Nuestro modelo actual de sociedad se halla inmerso en un profundo cambio (re-evolución), que nos está conduciendo hacia un mundo «enredado». Las organizaciones, como subsistemas fundamentales de esa sociedad, tienen el ...
    • openAccess   Dissimilarity-Based Linear Models for Corporate Bankruptcy Prediction 

      García, Vicente; Marqués Marzal, Ana Isabel; Sánchez Garreta, Josep Salvador; Ochoa Domínguez, Humberto de Jesús Springer (2019-03)
      Bankruptcy prediction has acquired great relevance for financial institutions due to the complexity of global economies and the growing number of corporate failures, especially since the world financial crisis of 2008. In ...
    • openAccess   Estudio de la incidencia de los factores psicosociales en la salud de la organización y de sus miembros 

      Gimeno Navarro, Miguel Ángel; Grandío_Botella, Antonio; Marqués Marzal, Ana Isabel Asociación Científica de Economía y Dirección de la Empresa (ACEDE) (2018-06)
      El objetivo principal de este trabajo es analizar el papel de los factores psicosociales en el desarrollo/obstaculización del potencial de las organizaciones y de sus miembros, y poder avanzar en la construcción de entornos ...
    • openAccess   Implementation of a project-based learning to the coordination of subjects in the Agrifood and Rural Engineering Bachelor 

      Scalschi, Loredana; Lapeña, Leonor; Máñez Pitarch, María Jesús; Marqués Marzal, Ana Isabel; Camañes, Gemma; Aguilar-Fenollosa, Ernestina; Rodríguez-Sánchez, Alma; Llorens, Eugenio; Pina, Tatiana; Jaques , Josep A.; Fernández Crespo, Emma; Vicedo, Begonya Red Estatal de Docencia Universitaria (2015-10)
      The Bachelor’s Degree in Agrifood and Rural Engineering at Universitat Jaume I of Castelló has implemented in the second academic year a multidisciplinary project using a Project-Based Learning as the teaching method. ...
    • openAccess   Model Selection for Financial Distress Prediction by Aggregating TOPSIS and PROMETHEE Rankings 

      García, Vicente; Marqués Marzal, Ana Isabel; Cleofás Sánchez, Laura; Sánchez Garreta, Josep Salvador Springer International Publishing (2016)
      Many models have been explored for financial distress prediction, but no consistent conclusions have been drawn on which method shows the best behavior when different performance evaluation measures are employed. Accordingly, ...
    • openAccess   On the suitability of resampling techniques for the class imbalance problem in credit scoring 

      Marqués Marzal, Ana Isabel; García, Vicente; Sánchez Garreta, Josep Salvador Palgrave Macmillan (2013)
      In real-life credit scoring applications, the case in which the class of defaulters is under-represented in comparison with the class of non-defaulters is a very common situation, but it has still received little attention. ...
    • openAccess   Prácticas organizativas saludables frente a la violencia en el trabajo. Estudio de su incidencia 

      Grandío_Botella, Antonio; Marqués Marzal, Ana Isabel; Gimeno Navarro, Miguel Ángel Pontificia Universidad Católica del Perú (2012-07)
      Violence at work is a growing problem for organizations. It involves significant costs for the organization, its members and the community. In its various dimensions, organized violence is one of the least investigated. ...
    • closedAccess   Ranking-based MCDM models in financial management applications: analysis and emerging challenges 

      Marqués Marzal, Ana Isabel; García, Vicente; Sánchez Garreta, Josep Salvador Springer (2020)
      Over the last decades, the academic and professional communities have paid much attention toward the use of multi-criteria decision-making methods in a range of business and financial problems due to the variety and ...
    • closedAccess   Two-level classifier ensembles for credit risk assessment 

      Marqués Marzal, Ana Isabel; García, Vicente; Sánchez Garreta, Josep Salvador Elsevier (2012)
      Many techniques have been proposed for credit risk assessment, from statistical models to artificial intelligence methods. During the last few years, different approaches to classifier ensembles have successfully been ...