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scopus(4)
Autonomic computing in a beef-production process for Precision Livestock Farming
ArticleAbstract: Precision livestock farming (PLF) offers farmers real-time monitoring and management system. PLF proPalabras claves:Artificial intelligence, Autonomic computing, Beef production, data analytics, Industry 4.0, Precision Livestock FarmingAutores:José Lisandro Aguilar Castro, Pérez N., Pinto A.D., Rodrigo G., Rodríguez P., Toro M.Fuentes:scopusCase studies of clinical decision-making through prescriptive models based on machine learning
ArticleAbstract: Background: The development of computational methodologies to support clinical decision-making is ofPalabras claves:Artificial intelligence, Clinical Decision-Making, predictive model, Prescriptive modelAutores:Hoyos W., José Lisandro Aguilar Castro, Mayra Raciny, Toro M.Fuentes:scopusPRV-FCM: An extension of fuzzy cognitive maps for prescriptive modeling
ArticleAbstract: In this paper, we present a methodology based on fuzzy cognitive maps (FCMs) and metaheuristic algorPalabras claves:Fuzzy Cognitive Maps, Genetic Algorithm, metaheuristics, Modeling, prescriptive modelsAutores:Hoyos W., José Lisandro Aguilar Castro, Toro M.Fuentes:scopusFederated learning approaches for fuzzy cognitive maps to support clinical decision-making in dengue
ArticleAbstract: Federated learning is a distributed machine learning approach developed to guarantee the privacy andPalabras claves:Clinical Decision-Making, Federated learning, Fuzzy Cognitive Maps, predictive modeling, Prescriptive modelingAutores:Hoyos W., José Lisandro Aguilar Castro, Toro M.Fuentes:scopus