Documentos de Chaquet-Ulldemolins J. | REDI

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Subtipo de publicación

Publisher

Applied Sciences (Switzerland)(2)

Área temáticas

Ciencias de la computación(1)

Dirección general(1)

Funcionamiento de bibliotecas y archivos(1)

Área de conocimiento

Aprendizaje automático(2)

Ciencias de la computación(1)

Año de Publicación

Origen

Palabras Claves

Explainable machine learning(2)

cbkp_redit fraud detection(2)

interpretability(2)

Autoencoders(1)

feature selection(1)

On the Black-Box Challenge for Fraud Detection Using Machine Learning (I): Linear Models and Informative Feature Selection

Abstract: Artificial intelligence (AI) is rapidly shaping the global financial market and its services due to

Palabras claves:

cbkp_redit fraud detection, Explainable machine learning, feature selection, interpretability

Chaquet-Ulldemolins J., Gimeno-Blanes F.J., Jose Luis Rojo-Álvarez, Moral-Rubio S., Muoz-Romero S.

On the Black-Box Challenge for Fraud Detection Using Machine Learning (II): Nonlinear Analysis through Interpretable Autoencoders

Abstract: Artificial intelligence (AI) has recently intensified in the global economy due to the great compete

Palabras claves:

Autoencoders, cbkp_redit fraud detection, Explainable machine learning, interpretability

Chaquet-Ulldemolins J., Gimeno-Blanes F.J., Jose Luis Rojo-Álvarez, Moral-Rubio S., Muoz-Romero S.