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    • An Investigation Into Different Text Representations to Train an Artificial Immune Network for Clustering Texts 

      Ferraria, Matheus A.; Ferraria, Vinicius A.; de Castro, Leandro N. (International Journal of Interactive Multimedia and Artificial Intelligence, 09/2023)
      Extracting knowledge from text data is a complex task that is usually performed by first structuring the texts and then applying machine learning algorithms, or by using specific deep architectures capable of dealing ...

    • Pollutant Time Series Analysis for Improving Air-Quality in Smart Cities 

      López-Blanco, Raúl; Chaveinte García, Miguel; Alonso, Ricardo S.; Prieto, Javier; Corchado, Juan M. (International Journal of Interactive Multimedia and Artificial Intelligence, 09/2023)
      The evolution towards Smart Cities is the process that many urban centers are following in their quest for efficiency, resource optimization and sustainable growth. This step forward in the continuous improvement of cities ...

    • Consensus-Based Learning for MAS: Definition, Implementation and Integration in IVEs 

      Carrascosa, C.; Enguix, F.; Rebollo, M.; Rincon, J. (International Journal of Interactive Multimedia and Artificial Intelligence, 09/2023)
      One of the main advancements in distributed learning may be the idea behind Google’s Federated Learning (FL) algorithm. It trains copies of artificial neural networks (ANN) in a distributed way and recombines the weights ...