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Listar por tema "interpretability"

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    • Comparativa de modelos de Machine Learning interpretables para la predicción de riesgo crediticio 

      Ortega-Martín, Sonia (22/07/2021)
      Los sistemas de Inteligencia Artificial son ampliamente utilizados e impactan en la vida diaria de las personas de forma creciente, en gran medida debido al avance en Machine Learning y su alta precisión. Los modelos suelen ...

    • Explainable AI for Human-Centric Ethical IoT Systems 

      Ambritta P., Nancy; Mahalle, Parikshit N.; Patil, Rajkumar V.; Dey, Nilanjan; González Crespo, Rubén; Sherratt, R. Simon (IEEE Transactions on Computational Social Systems, 2024)
      The current era witnesses the notable transition of society from an information-centric to a human-centric one aiming at striking a balance between economic advancements and upholding the societal and fundamental needs of ...

    • Fuzzy cognitive modeling: Theoretical and practical considerations 

      Nápoles, Gonzalo; Salmerón, José L ; Froelich, Wojciech; Falćon, Rafael; León Espinosa, Maikel; Vanhoenshoven, Frank; Bello, Rafael; Vanhoof, Koen (Smart Innovation, Systems and Technologies, 2019)
      Fuzzy cognitive maps (FCMs) are knowledge-based neural systems comprised of causal relations and well-defined neural concepts Since their inception three decades ago, FCMs have been used to model a myriad of problems Despite ...