947 resultados para Social Recognition


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Includes bibliography

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Includes bibliography

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Pós-graduação em Televisão Digital: Informação e Conhecimento - FAAC

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Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

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Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

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Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

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Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

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Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

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Evolutionary algorithms have been widely used for Artificial Neural Networks (ANN) training, being the idea to update the neurons' weights using social dynamics of living organisms in order to decrease the classification error. In this paper, we have introduced Social-Spider Optimization to improve the training phase of ANN with Multilayer perceptrons, and we validated the proposed approach in the context of Parkinson's Disease recognition. The experimental section has been carried out against with five other well-known meta-heuristics techniques, and it has shown SSO can be a suitable approach for ANN-MLP training step.

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According to data from the World Health Organization, the older population will grow sixteenfold from 1950 to 2025 in comparison to a fivefold population growth in the same period, which is referred to by UNO as the “Ageing Era”. This places Brazil in the sixth position in the contingent of older individuals worldwide, with a number that is higher than 32 million. Considering how topics such as quality of life and social vulnerability are important in face of the growing older population, these topics must be furthered studied so that they can be understood as important variables for both better clinical practice and scientific research. To describe the social vulnerability and evaluate the quality of life of older individuals in a population hospitalized in the internal medicine ward of Bauru State Hospital. This is a descriptive qualitative study that was conducted by means of interviews and using Bardin’s discourse analysis. The inclusion criteria used in this study were: individuals at 60 years of age who were mentally capable of answering the proposed questions. Two categories concerning Quality of Life and Social Vulnerability emerged from the interviews. The following emerged from the theme Quality of Life: “Life as something important” and subcategories that involved feeling useful in society, having a supportive family, independence, optimism and joy and survival. Also, the following emerged from the theme Social Vulnerability: “Negative recognition of older individuals in society” and subcategories that involved lack of respect, functional disability, family indifference, housing-related insecurity, an inefficient health care system and loneliness. Quality of Life and Social Vulnerability are largely discussed themes in the present scenario. In this study, it was possible to perceive that the older population needs social support, effective public... (Complete abstract click electronic access below)

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Pós-graduação em Serviço Social - FCHS

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Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

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Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)