Listar por autor "Nematzadeh, Hossein"
Mostrando ítems 1-3 de 3
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Automatic frequency-based feature selection using discrete weighted evolution strategy
Nematzadeh, Hossein; Garcia-Nieto, Jose Manuel
; Navas-Delgado, Ismael; Aldana-Montes, José Francisco (Elsevier, 2022-10-10)
High dimensional datasets usually suffer from curse of dimensionality which may increase the classification time and decrease the classification accuracy beyond a certain dimensionality. Thus, feature selection is used to ... -
Ensemble-based genetic algorithm explainer with automized image segmentation: A case study on melanoma detection dataset
Nematzadeh, Hossein; Garcia-Nieto, Jose Manuel; Navas-Delgado, Ismael; Aldana-Montes, José Francisco (Elsevier, 2023)
Explainable Artificial Intelligence (XAI) makes AI understandable to the human user particularly when the model is complex and opaque. Local Interpretable Model-agnostic Explanations (LIME) has an image explainer package ... -
On the Use of Explainable Artificial Intelligence for the Differential Diagnosis of Pigmented Skin Lesions
Nematzadeh, Hossein; Navas-Delgado, Ismael; Berciano-Guerrero, Miguel Angel; Garcia-Nieto, Jose Manuel; Hurtado-Requena, Sandro Jose; Garcia-Nieto, Jose Manuel; Nematzadeh, Hossein[et al.] (Springer, 2022-06-08)
En los últimos años, la Inteligencia Artificial Explicable (XAI) ha atraído la atención en la analítica de datos, ya que muestra un gran potencial en la interpretación de los resultados de complejos modelos de aprendizaje ...