928 resultados para Weights initialization


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O objetivo deste trabalho ?? o de construir um ??ndice de gest??o municipal em cultura, com o potencial de servir de balizador para as a????es nesta ??rea tanto no ??mbito municipal quanto no das esferas estaduais e federal. Para tanto s??o utilizados dados do ???Perfil dos Munic??pios Brasileiros ??? Cultura 2006???, publicado pelo IBGE, o qual disp??e das respostas de 5.562 munic??pios sobre cultura e gest??o cultural. As respostas foram tabuladas e combinadas de forma a produzir vari??veis espec??ficas para a constru????o do ??ndice. O m??todo utilizado para a constru????o do ??ndice de Gest??o Municipal em Cultura (IGMC) foi o de an??lise de componentes principais, que permite ?? pr??pria amostra definir os pesos que cada vari??vel exercer?? na computa????o do ??ndice final. Al??m do IGMC geral, foram computados no processo tr??s sub??ndices, cada um deles procurando refletir um aspecto espec??fico da gest??o municipal em cultura, a saber: fortalecimento institucional e gest??o democr??tica, infraestrutura e recursos humanos, e a????o cultural. Os resultados obtidos permitem diversos tipos de compara????es intermunicipais e regionais, bem como a prescri????o de a????es locais na ??rea de gest??o que visem ?? melhoria da administra????o cultural dos munic??pios.

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Sob o ponto de vista constitucional os controles interno e externo somam-se a fim de promover responsabiliza????o permanente dos gestores p??blicos em torno dos princ??pios constitucionais da administra????o p??blica: legalidade, impessoalidade, moralidade, publicidade e efici??ncia. Neste artigo a argumenta????o segue no sentido de incrementar as discuss??es acerca da import??ncia de que em todos os n??veis da administra????o p??blica e nos tr??s poderes ??? Legislativo, Executivo e Judici??rio ??? seja implantada a auditoria interna, como unidade respons??vel pela an??lise do sistema de controle interno e a interlocu????o com o controle externo. Embora a administra????o p??blica no Brasil ainda se estruture hibridamente sob o sistema burocr??tico e o sistema gerencial, o fato ?? que os administradores p??blicos possuem na auditoria interna importante mecanismo gerencial que, como regra, contribui para detectar e propor a corre????o dos desperd??cios e procedimentos equivocados, principalmente antecipando-se a essas ocorr??ncias. Neste artigo, ?? apresentado ainda o exemplo da cria????o da auditoria interna no Instituto de Pesos e Medidas do Estado de S??o Paulo (Ipem-SP), sua interlocu????o com o Controle Externo e os resultados no ??mbito da autarquia.

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Vegetative propagation of lavender offers several advantages over sexual propagation, among them crop homogeneity and yield of higher quality essential oil. However, Lavandula species have been propagated mostly by seeds and are said to be recalcitrant to rooting when propagated by cuttings. During cutting propagation, one of the important variables that influence the rooting capacity of cuttings is the leaf retention. The objective of this work was to evaluate the influence of leaf retention on rooting of L. dentata cuttings. Apical cuttings of L. dentata of 10 cm in length, keeping approximately 1/3, 1/2 or 2/3 of their leaves were planted in commercial substrate Plantmax HT® under intermittent mist. After two months, averages of root number, length of the longest root, root fresh and dry weights, and the survival percentage were evaluated. Root length and fresh weight were statistically greater with 2/3 of leaf retention and when fewer leaves were kept on the cuttings, lower means of root dry weight was observed. Under the conditions applied in this study, greater leaf retention was better for rooting of L. dentata cuttings.

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The performance, carcass traits and finishing costs of Suffolk lambs were evaluated in three systems: (1) lambs weaned with 22 kg of body weight (BW) and supplemented with concentrate on pasture until slaughter; (2) lambs weaned with 22 kg BW and fed in feedlot until slaughter; (3) lambs maintained in controlled nursing after 22 kg BW and creep fed in feedlot until slaughter. Average daily gain (ADG) was 224 g/d for lambs weaned and supplemented with concentrate on pasture, 386 g/d for lambs weaned in feedlot and 481 g/d for lambs under controlled nursing. Empty body weight and visceral fat deposition were highest in lambs from feedlot systems. Carcass weights and carcass yields were highest for lambs in controlled nursing. Finishing total costs were highest in controlled nursing and lowest in the system with weaning in feedlot. High concentrate diet associated with controlled nursing in feedlot allowed lambs to reach the growth potential and carcasses with higher weights, higher yields and higher fat content. After weaning, lambs in feedlot fed with high concentrate diet had higher weight gain than lambs supplemented with concentrate on pasture. Carcasses produced under these two systems presented the same characteristics. The system with weaning in feedlot showed the lowest cost per kg carcass.

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This article presents a research work, the goal of which was to achieve a model for the evaluation of data quality in institutional websites of health units in a broad and balanced way. We have carried out a literature review of the available approaches for the evaluation of website content quality, in order to identify the most recurrent dimensions and the attributes, and we have also carried out a Delphi method process with experts in order to reach an adequate set of attributes and their respective weights for the measurement of content quality. The results obtained revealed a high level of consensus among the experts who participated in the Delphi process. On the other hand, the different statistical analysis and techniques implemented are robust and attach confidence to our results and consequent model obtained.

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One of the current frontiers in the clinical management of Pectus Excavatum (PE) patients is the prediction of the surgical outcome prior to the intervention. This can be done through computerized simulation of the Nuss procedure, which requires an anatomically correct representation of the costal cartilage. To this end, we take advantage of the costal cartilage tubular structure to detect it through multi-scale vesselness filtering. This information is then used in an interactive 2D initialization procedure which uses anatomical maximum intensity projections of 3D vesselness feature images to efficiently initialize the 3D segmentation process. We identify the cartilage tissue centerlines in these projected 2D images using a livewire approach. We finally refine the 3D cartilage surface through region-based sparse field level-sets. We have tested the proposed algorithm in 6 noncontrast CT datasets from PE patients. A good segmentation performance was found against reference manual contouring, with an average Dice coefficient of 0.75±0.04 and an average mean surface distance of 1.69±0.30mm. The proposed method requires roughly 1 minute for the interactive initialization step, which can positively contribute to an extended use of this tool in clinical practice, since current manual delineation of the costal cartilage can take up to an hour.

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In order to evaluate the validity of self-reported weight for use in obesity prevalence surveys, self-reported weight was compared to measured weight for 659 adults living in the Porto Alegre county, RS Brazil in 1986-87, both weights being obtained by a technician in the individual's home on the same visit. The mean difference between self-reported and measured weight was small (-0.06 +/- 3.16 kg; mean +/- standard deviation), and the correlation between reported and measured weight was high (r=0.97). Sixty-two percent of participants reported their weight with an error of < 2 kg, 87% with an error of < 4 kg, and 95% with an error of < 6 kg. Underweight individuals overestimated their weight, while obese individuals underestimated theirs (p<0.05). Men tended to overestimate their weight and women underestimate theirs, this difference between sexes being statistically significant (p=0.04). The overall prevalence of underweight (body mass index < 20) by reported weight was 11%, by measured weight 13%; the overall prevalence of obesity (body mass index > 30) by reported weight was 10%, by measured weight 11%. Thus, the validity of reported weight is acceptable for surveys of the prevalence of ponderosity in similar settings.

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To test the hypothesis that the low socioeconomic population living is shanty towns in Porto Alegre presents different levels of poverty which are reflected on its health status, a cross-sectional study was designed involving 477 families living in Vila Grande Cruzeiro, Porto Alegre, Brazil. The poverty level of the families was measured by using an instrument specifically designed for poor urban populations. Children from families living in extreme poverty (poorest quartile) were found to have higher infant mortality rate, lower birth weights, more hospitalizations, and higher malnutrition rates, in addition to belonging to more numerous families. Thus, the shanty town population of Porto Alegre is not homogeneous, and priority should be given to the more vulnerable subgroups.

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As Lesões Músculo-Esqueléticas Ligadas ao Trabalho (LMELT) resultam da acção de factores de risco profissionais como a repetição de tarefas, a sobrecarga e/ou a postura adoptada durante o trabalho e de factores de risco individuais e organizacionais/psicossociais. O presente artigo tem por objectivo conhecer a existência de LMELT (Lesões Músculo-Esqueléticas Ligadas ao Trabalho), através da avaliação de sintomas, movimentos e posições auto-referidos pelos operários das Fábricas de Queijo da Ilha de São Jorge, através da aplicação de questionários (Questionário Nórdico Músculo-esquelético (QNM) e Rapid Umber Limb Assessment (RULA)).A amostra foi constituída por 61 operários das três Fábricas, com idades compreendidas entre os 18 e os 65 anos. A partir dos resultados obtidos pode-se afirmar que estes operários apresentam LMELT, manifestando-se por dores nas diferentes zonas corporais, devido à realização de tarefas repetitivas, levantamento e transporte de cargas, a exposição a temperaturas extremas. Esta conclusão é ainda reforçada pelo facto de os locais de trabalho não estarem adaptados ergonomicamente às características dos operários, pelo que se afigura necessário nas três Fábricas investigar e alterar urgentemente as condições do posto de trabalho.

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A definition of medium voltage (MV) load diagrams was made, based on the data base knowledge discovery process. Clustering techniques were used as support for the agents of the electric power retail markets to obtain specific knowledge of their customers’ consumption habits. Each customer class resulting from the clustering operation is represented by its load diagram. The Two-step clustering algorithm and the WEACS approach based on evidence accumulation (EAC) were applied to an electricity consumption data from a utility client’s database in order to form the customer’s classes and to find a set of representative consumption patterns. The WEACS approach is a clustering ensemble combination approach that uses subsampling and that weights differently the partitions in the co-association matrix. As a complementary step to the WEACS approach, all the final data partitions produced by the different variations of the method are combined and the Ward Link algorithm is used to obtain the final data partition. Experiment results showed that WEACS approach led to better accuracy than many other clustering approaches. In this paper the WEACS approach separates better the customer’s population than Two-step clustering algorithm.

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With the electricity market liberalization, the distribution and retail companies are looking for better market strategies based on adequate information upon the consumption patterns of its electricity consumers. A fair insight on the consumers’ behavior will permit the definition of specific contract aspects based on the different consumption patterns. In order to form the different consumers’ classes, and find a set of representative consumption patterns we use electricity consumption data from a utility client’s database and two approaches: Two-step clustering algorithm and the WEACS approach based on evidence accumulation (EAC) for combining partitions in a clustering ensemble. While EAC uses a voting mechanism to produce a co-association matrix based on the pairwise associations obtained from N partitions and where each partition has equal weight in the combination process, the WEACS approach uses subsampling and weights differently the partitions. As a complementary step to the WEACS approach, we combine the partitions obtained in the WEACS approach with the ALL clustering ensemble construction method and we use the Ward Link algorithm to obtain the final data partition. The characterization of the obtained consumers’ clusters was performed using the C5.0 classification algorithm. Experiment results showed that the WEACS approach leads to better results than many other clustering approaches.

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Metaheuristics performance is highly dependent of the respective parameters which need to be tuned. Parameter tuning may allow a larger flexibility and robustness but requires a careful initialization. The process of defining which parameters setting should be used is not obvious. The values for parameters depend mainly on the problem, the instance to be solved, the search time available to spend in solving the problem, and the required quality of solution. This paper presents a learning module proposal for an autonomous parameterization of Metaheuristics, integrated on a Multi-Agent System for the resolution of Dynamic Scheduling problems. The proposed learning module is inspired on Autonomic Computing Self-Optimization concept, defining that systems must continuously and proactively improve their performance. For the learning implementation it is used Case-based Reasoning, which uses previous similar data to solve new cases. In the use of Case-based Reasoning it is assumed that similar cases have similar solutions. After a literature review on topics used, both AutoDynAgents system and Self-Optimization module are described. Finally, a computational study is presented where the proposed module is evaluated, obtained results are compared with previous ones, some conclusions are reached, and some future work is referred. It is expected that this proposal can be a great contribution for the self-parameterization of Metaheuristics and for the resolution of scheduling problems on dynamic environments.

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O presente artigo tem por objectivo conhecer a existência de LMELT (Lesões Músculo-Esqueléticas Ligadas ao Trabalho), através da avaliação de sintomas, movimentos e posições auto-referidos pelos operários das Fábricas de Queijo da Ilha de São Jorge, através da aplicação de dois Questionários. A amostra foi constituída por 61 operários das três Fábricas. Através dos resultados obtidos pode-se afirmar que estes operários apresentam LMELT, manifestando-se por dores nas diferentes zonas corporais, devido a realização de tarefas repetidas, levantamento e transporte de cargas, a temperaturas extremas e ainda pelo facto dos locais de trabalho não estarem adaptados ergonomicamente.

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Understanding the performance of banks is of the utmost relevance, because of the impact of this sector on economic growth and financial stability. Of all the different assets that make up a bank portfolio, the residential mortgage loans constitute one of its main. Using the dynamic panel data method, we analyse the influence of residential mortgage loans on bank profitability and risk, using a sample of 555 banks in the European Union (EU-15), over the period from 1995 to 2008. We find that banks with larger weights of residential mortgage loans show lower credit risk in good times. This result explains why banks rush to lend on property during booms due to the positive effects it has on credit risk. The results show further that credit risk and profitability are lower during the upturn in the residential property price cycle. The results also reveal the existence of a non-linear relationship (U-shaped marginal effect), as a function of bank’s risk, between profitability and the residential mortgage loans exposure. For those banks that have high credit risk, a large exposure of residential mortgage loans is associated with higher risk-adjusted profitability, through lower risk. For banks with a moderate/low credit risk, the effects of higher residential mortgage loan exposure on its risk-adjusted profitability are also positive or marginally positive.

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