ListarECO_Articles por tema "machine learning"
Mostrando ítems 1-3 de 3
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Forecasting in a complex environment: Machine learning sales expectations in a stock flow consistent agent-based simulation model
Elsevier (2022-04-14)The aim of this paper is to investigate how different degrees of sophistication in agents’ behavioral rules may affect individual and macroeconomic performances. In particular, we analyze the effects of introducing into ... -
Reinforcement learning policy recommendation for interbank network stability
Elsevier (2023-06-07)In this paper, we analyze the effect of a policy recommendation on the performance of an artificial interbank market. Financial institutions stipulate lending agreements following a public recommendation and their individual ... -
Unsupervised machine learning approach for building composite indicators with fuzzy metrics
Elsevier (2022-04-04)This study aims at developing a new methodological approach for building composite indicators, focusing on the weight schemes through an unsupervised machine learning technique. The composite indicator proposed is based ...