Maikel León

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This paper presents Fuzzy Cognitive Maps as an approach in modeling the behavior and operation of complex systems. This technique is the fusion of the advances of the fuzzy logic and cognitive maps theories, they are fuzzy weighted directed graphs with feedback that create models that emulate the behavior of complex decision processes using fuzzy causal(More)
Transport “management and behavior” modeling takes place in developed societies because of the benefit that it brings for all social and economic processes. Using in this field, advanced computer science techniques like Artificial Intelligence is really relevant from the scientific, economic and social point of view. This paper deals with Fuzzy Cognitive(More)
The complex dynamics of Human Immunodeficiency Virus leads to serious problems on predicting the drug resistance. Several machine learning techniques have been proposed for modelling this classification problem, but most of them are difficult to aggregate and interpret. In fact, in last years the protein modelling of this virus has become, from diverse(More)
The high mutability of Human Immunodeficiency Virus (HIV) leads to serious problems on designing efficient antiviral drugs. In fact, in last years the study of drug resistance prediction for HIV mutations has become an open problem for researchers. Several machine learning techniques have been proposed for modelling this sequence classification problem, but(More)
The use of present pedagogical methods and Information and Communication Technologies produce a new quality that favors the task of generating, transmitting and sharing knowledge. That is the case of the pedagogical effect that produces the use of the Concept Maps, which are considered a learning technique as a way to increase meaningful learning in the(More)