811 resultados para Data-driven analysis


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Pós-graduação em Educação - IBRC

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Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

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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)

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The objective was to evaluate the chemical composition and in vitro digestibility of sugarcane hydrolysed with increasing doses of calcium oxide and varying air exposure times. A completely randomised, split plot design was used; the doses were allocated to the plots, and the air exposure times were allocated to the subplots, with four repetitions. The data underwent analysis of variance and were laid out according to the effect of the treatment on the components of polynomial regressions, and evaluated at the 5% probability. The increase in the dosage negatively affected the quantities of neutral-detergent fibre (NDF), acid-detergent fibre (ADF), lignin (LIG), total carbohydrates (TC), cellulose (CEL), crude protein (CP), and ether extract (EE); and positively affected the quantities of non-fibrous carbohydrates (NFC) and mineral matter (MM). The addition of calcium oxide improved the in vitro digestible dry matter (IVDMD) coefficients and was able to keep up to 72 hours. The in vitro digestibility of the neutral-detergent fibre (IVDNDF) and of the acid-detergent fibre (IVDADF) coefficients decreased when calcium oxide was added. Calcium oxide has the ability to hydrolyse the fibrous fraction and conserve chopped sugarcane. Doses of 0.5 and 1.0% lime exhibited similar results to those achieved at higher doses; therefore, higher doses are not required in the hydrolyses of sugarcane. Over time, the sugarcane deteriorates, but this deterioration is reduced by the addition of calcium oxide.

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A measurement of differential cross sections for the production of a pair of isolated photons in proton-proton collisions at root s = 7 TeV is presented. The data sample corresponds to an integrated luminosity of 5.0 fb(-1) collected with the CMS detector. A data-driven isolation template method is used to extract the prompt diphoton yield. The measured cross section for two isolated photons, with transverse energy above 40 and 25 GeV respectively, in the pseudorapidity range vertical bar eta vertical bar < 2.5, vertical bar eta vertical bar (sic) [1.44, 1.57] and with an angular separation Delta R > 0.45, is 17.2 +/-0.2 (stat) +/-1.9 (syst) +/- 0.4 (lumi) pb. Differential cross sections are measured as a function of the diphoton invariant mass, the diphoton transverse momentum, the azimuthal angle difference between the two photons, and the cosine of the polar angle in the Collins-Soper reference frame of the diphoton system. The results are compared to theoretical predictions at leading, next-to-leading, and next-to-next-to-leading order in quantum chromodynamics.

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

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OBJETIVO: Conhecer as representações sociais dos profissionais das equipes de saúde da família sobre o fazer teórico-prático do nutricionista. A pesquisa foi realizada em Unidades de Saúde da Família de um município do estado de São Paulo. MÉTODOS: Foi utilizada a metodologia qualitativa, tendo como sujeitos 27 profissionais, eleitos por critério intencional. A coleta de dados foi realizada por meio de entrevistas semiestruturadas. Para a interpretação dos dados, utilizou-se a análise categorial temática, apropriando-se da Teoria das Representações Sociais. RESULTADOS: Como resultados, emergiram quatro temas: Nutricionista na Estratégia de Saúde da Família, Abordagem de questões alimentares pelos profissionais da equipe de saúde da família, Educação nutricional e Problematizando a ausência do nutricionista na equipe de saúde da família. As principais representações obtidas com relação ao nutricionista foram relacionadas à prescrição de dietas, além de revelarem um conhecimento mais amplo sobre as funções e atribuições desse profissional. Não houve dúvidas sobre a importância da educação nutricional na promoção de práticas alimentares saudáveis, apesar de os sujeitos terem demonstrado uma visão superficial e pouco abalizada teoricamente sobre o tema. CONCLUSÃO: A ausência do nutricionista na equipe de saúde da família foi atribuída a fatores como o baixo reconhecimento social, a desvalorização profissional, o pouco tempo de existência da profissão, o desconhecimento do núcleo de competência do nutricionista e a manutenção do modelo médico hegemônico. Concluiu-se pela necessidade de mais estudos que problematizem a inserção do nutricionista em equipes de saúde da família.

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Pós-graduação em Ciência Florestal - FCA

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The work appeared before the process of articulation and curricular restructuring of Pedagogy courses conducted at the request of the Dean of undergraduate studies at UNESP. The documents surveyed pointed out that, although all courses obey the same laws, curriculum organization of each features singularities, where the course of pedagogy of Bauru (SP) is the only one which is distinguished by the presence of disciplines that work with the issue of technologies. Thus, we have as objectives: to analyze a proposal of curricular use of distance education; map of the curricula of pedagogy of UNESP with respect to technologies; Verify there is possibility of use of a virtual learning scenario in teachers ' initial formation. Thus, there was a didactic experience of use of distance education, which happened in 2010, 2011 and 2012, with students of the first and third year of the course. Were job steps: 1) literature review; 2) study of official documents of the courses of pedagogy of UNESP; 3) elaboration and execution of a didactic proposal of virtual learning environment; 4) description and categorization of data; 5) analysis and interpretation of results. We conclude that there is a need for reorganization of curriculum Pedagogy courses on the use of technologies and virtual learning environments are theoretical and practical articulation opportunities.

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This article evaluates the efficiency of Brazil's industrial sectors from 1996 to 2009, taking into account energy consumption and respective contributions to the country's economic and social aspects. This analysis used a mathematical programming method called Data Envelopment Analysis (DEA), which enabled, from the SBM model and the window analysis, to evaluate the ability of industries to reduce energy consumption and fossil-fuel CO2 emissions (inputs), as well as to increase the Gross Domestic Product (GDP) by sectors, the persons employed and personnel expenses (outputs). The results of this study indicated that the Textile sector is the most efficient industrial sector in Brazil, according to the variables used, followed by these sectors: Foods and Beverages, Chemical, Mining, Paper and Pulp, Nonmetallic and Metallurgical.

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The objective of this paper is to present a benefit-cost ranking of 127 civil transport aircraft; this ranking was determined considering a new data envelopment analysis (DEA) approach, called triple index, which combines three assessment methods: 1) standard frontier, 2) inverted index; 3) cross-multiplicative index. The analysis used the following inputs: a) market price; b) direct operating costs; and as outputs: a) payload, b) cruise speed; c) maximum rate of climb with a single engine. To ensure the homogeneity of the units, the aircrafts were divided according to the propulsion system (jet and turboprop) and size (regional, narrow-body and wide-body); they were also evaluated according to different ranges in order to identify the aircraft with the best cost-benefit relationship for each option.

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

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The sugarcane industry has been important in the Brazilian economy since the colonial period. The search for alternative energy sources has gained more prominence, by offering a product generating clean energy. With the opening of the Brazilian economy, the sector has undergone transformations operating in a free market environment requiring greater efficiency and competitiveness of those involved in order to stay in business. This scenario is producer/supplier independent, and social aspects related to their stay in the market. Although its share in sugarcane production is smaller than the plant itself, it is still considerable having reached around 20% to 25% in 2008 by employing labor, also production factors had an important economic impact in the regions where they operate. Therefore, this study aimed to estimate the economic efficiency and production of independent sugarcane producers in the state of Paraná through the DEA model. The Data envelopment analysis (DEA) is a nonparametric technique that, using linear programming constructs production borders from production units that employ similar technological processes to transform inputs into outputs.The results showed that of the total surveyed, 13.56% had maximum efficiency (an efficiency score equal to 1). The average efficiency under variable returns to scale (BCC-DEA) was 0.71024. One can thus conclude that for the majority of the samples collected, it might be better use of available resources to the in order to obtain the economic efficiency of the production process.