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Listar por tema "predictive modelling"

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    • An IoT Based Predictive Connected Car Maintenance Approach 

      Solanki, Vijender Kumar; Dhall, Rohit (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2017)
      Internet of Things (IoT) is fast emerging and becoming an almost basic necessity in general life. The concepts of using technology in our daily life is not new, but with the advancements in technology, the impact of ...

    • Development of a Predictive Model for Induction Success of Labour 

      Pruenza, Cristina; Teurón, María; Lechuga, Luis; Díaz, Julia; González, Ana (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2018)
      Induction of the labour process is an extraordinarily common procedure used in some pregnancies. Obstetricians face the need to end a pregnancy, for medical reasons usually (maternal or fetal requirements) or less frequently, ...

    • Model for Prediction of Progression in Multiple Sclerosis 

      Pruenza, Cristina; Díaz, Julia; Solano, María Teresa; Arroyo, Rafael; Izquierdo, Guillermo (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2019)
      Multiple sclerosis is an idiopathic inflammatory disease of the central nervous system and the second most common cause of disability in young adults. Choosing an effective treatment is crucial to preventing disability. ...

    • Teaching through Learning Analytics: Predicting Student Learning Profiles in a Physics Course at a Higher Education Institution 

      Rincón-Flores, Elvira G.; López-Camacho, Eunice; Mena, Juanjo; Olmos, Omar (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2022)
      Learning Analytics (LA) is increasingly used in Education to set prediction models from artificial intelligence to determine learning profiles. This study aims to determine to what extent K-nearest neighbor and random ...

    • Workforce Optimization for Bank Operation Centers: A Machine Learning Approach 

      Serengil, Sefik Ilkin; Ozpinar, Alper (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2017)
      Online Banking Systems evolved and improved in recent years with the use of mobile and online technologies, performing money transfer transactions on these channels can be done without delay and human interaction, however ...