Hugo Álvarez Chaves

Artículos

• ÁLVAREZ CHAVES, Hugo; SPRUIT , Marco; RODRÍGUEZ MORENO, María Dolores; ."Improving ED admissions forecasting by using generative AI: An approach based on DGAN". (ISSN: 0169-2607). Computer Methods and Programs in Biomedicine. 2024 , vol 256 , p. 108363 -  .

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• ÁLVAREZ CHAVES, Hugo; MUÑOZ MARTÍNEZ, Pablo; RODRÍGUEZ MORENO, María Dolores; ."Evaluating the impact of exogenous variables for patients forecasting in an Emergency Department using Attention Neural Networks". (ISSN: 0957-4174). Expert Systems with Applications. 2023 , vol 240 , p. 122496 -  .

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• ÁLVAREZ CHAVES, Hugo; MUÑOZ MARTÍNEZ, Pablo; RODRÍGUEZ MORENO, María Dolores; ."Machine learning methods for predicting the admissions and hospitalisations in the emergency department of a civil and military hospital". (ISSN: 0925-9902). Journal of Intelligent Information Systems. 2023 , vol 61 , p. 881 - 900

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Artículos Electrónicos

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Congresos

• ÁLVAREZ CHAVES, Hugo; FERNÁNDEZ BARRERO, David; COBOS MAESTRE, Mario; RODRÍGUEZ MORENO, María Dolores; ."Patients Forecasting in Emergency Services by Using Machine Learning and Exogenous Variables". Congreso. Internacional. "Forty-first SGAI International Conference on Artificial Intelligence". Cambridge "(Reino Unido)". (15/12/2021 - 17/12/2021).

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• ÁLVAREZ CHAVES, Hugo; FERNÁNDEZ BARRERO, David; HERNÁNDEZ MARTÍNEZ, Helena; PASCUAL BENITO, María Isabel; ."An Analysis of the Time Aggregation Influence on Patients Forecasting in Emergency Services". Congreso. Internacional. "2021 XLVII Latin American Computing Conference (CLEI)". Cartago "(Costa Rica)". (25/10/2021 - 29/10/2021).

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Tesis

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