820 resultados para Data Mining techniques
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Monitor a distribution network implies working with a huge amount of data coining from the different elements that interact in the network. This paper presents a visualization tool that simplifies the task of searching the database for useful information applicable to fault management or preventive maintenance of the network
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La optimización de sistemas y modelos se ha convertido en uno de los factores más importantes a la hora de buscar la mayor eficiencia de un proceso. Este concepto no es ajeno al transporte escolar, ambiente que cambia constantemente al ritmo de las necesidades de sus clientes, y que responde ante una fuerte responsabilidad frente a sus usuarios, los niños que hacen uso del servicio, en cuanto al cumplimiento de tiempos y seguridad, mientras busca constantemente la reducción de costos. Este proyecto expone las problemáticas presentadas en The English School en esta área y propone un modelo de optimización simple que permitirá notables mejoras en términos de tiempos y costos, de tal forma que genere beneficios para la institución en términos financieros y de satisfacción al cliente. Por medio de la implementación de este modelo será posible identificar errores comunes del proceso, se identificarán soluciones prácticas de fácil aplicación en el manejo del transporte y se presentarán los resultados obtenidos en la muestra utilizada para desarrollar el proyecto.
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Presentar métodos y técnicas aplicables al estudio de la Historia con el fin de estimular los aspectos cuantitativos de la misma. Se hace un repaso de varias tecnologías existentes en la actualidad incidiendo en alguna de ellas como text-data mining, redes neuronales, autómatas celulares, agentes autónomos, JAVA. Se intenta la extrapolación de teorías y desarrollos sobre vida artificial, teoría de la complejidad y teoría del caos para su incorporación al análisis de la Historia. La presión de visualizar el espacio Historia lleva a describir varias técnicas y software para la representación de acontecimientos sociales como los GIS, fractales, software AVIDA etc. Se contempla Internet como herramienta de colaboración y fuente de recursos incidiendo en la necesidad de saber buscar en la red. Se presentan una gran cantidad de recursos tanto software como bibliográficos y direcciones electrónicas para el fin que se persigue. Se insiste en la necesidad de la interdisciplinariedad e hibridación de conocimientos como proceso para el desarrollo de la Historia como ciencia y en la necesidad de incorporar a los currícula la enseñanza de estas técnicas.
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Resumen basado en el de la publicaci??n
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The research we present here forms part of a two-phase project - one quantitative and the other qualitative - assessing the use of primary health care services. This paper presents the qualitative phase of said research, which is aimed at ascertaining the needs, beliefs, barriers to access and health practices of the immigrant population in comparison with the native population, as well as the perceptions of healthcare professionals. Moroccan and sub-Saharan were the immigrants to who the qualitative phase was specifically addressed. The aims of this paper are as follows: to analyse any possible implications of family organisation in the health practices of the immigrant population; to ascertain social practices relating to illness; to understand the significances of sexual and reproductive health practices; and to ascertain the ideas and perceptions of immigrants, local people and professionals regarding health and the health system. Methods: qualitative research based on discursive analysis. Data gathering techniques consisted of discussion groups with health system users and semi-structured individual interviews with healthcare professionals. The sample was taken from the Basic Healthcare Areas of Salt and Banyoles (belonging to the Girona Healthcare Region), the discussion groups being comprised of (a) 6 immigrant Moroccan women, (b) 7 immigrant sub-Saharan African women and (c) 6 immigrant and native population men (2 native men, 2 Moroccan men and 2 sub-Saharan men); and the semi-structured interviews being conducted with the following healthcare professionals: (a) 3 gynaecologists, (b) 3 nurses and 1 administrative staff. Results: use of the healthcare system is linked to the perception of not being well, knowledge of the healthcare system, length of time resident in Spain and interiorization of traditional Western medicine as a cure mechanism. The divergences found among the groups of immigrants, local people and healthcare professionals with regard to healthcare education, use of the healthcare service, sexual and reproductive healthcare and reticence with regard to being attended by healthcare personnel of the opposite sex demonstrate a need to work with the immigrant population as a heterogeneous group. Conclusions: the results we have obtained support the idea that feeling unwell is a psycho-social process, as it takes place within a specific socio-cultural situation and spans a range of beliefs, perceptions and ideas regarding symptomology and how to treat it
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O presente trabalho teve por objectivo investigar e construir um Plano de Intervenção baseado numa sala de 1º ano de escolaridade na cidade de Portalegre com vista à inclusão, na turma, de um aluno em situação de Necessidade Educativa Especial. Este plano integra uma componente teórica – prática uma vez que foi feita uma análise teórica prévia que tinha como objectivo conhecer e caracterizar cientificamente toda a situação – problema e, consequentemente foram aplicadas técnicas de análise e recolha de dados: pesquisa documental, entrevista, sociometria e observação naturalista com base na literatura de referência para a aplicação dessas técnicas. Posteriormente foi feita a análise de toda a situação e foram identificadas quais as áreas de intervenção que seriam pertinentes para a problemática em estudo com o intuito de ser elaborado um Plano de Intervenção, realizado durante quatro meses em contexto de sala de aula e com o objectivo de proporcionar alguma mudança face à situação – problema encontrada. Este projecto de investigação – acção teve como objectivo responder à questão de partida: Como promover as aprendizagens numa ambiência inclusiva numa turma de 1º ano de escolaridade? O Plano de Intervenção foi estruturado em quinze sessões de aproximadamente 90 minutos cada, onde foram desenvolvidas actividades com a turma que promovessem, o mais possível, a progressão académica e a participação do aluno em situação de NEE. Para a avaliação do Plano de Intervenção recorreu-se às técnicas de recolha e análise de dados: entrevista e sociometria, assim como às reflexões semanais elaboradas após cada intervenção. O Plano de Intervenção interferiu positivamente na inclusão do aluno em situação de NEE na sua turma. Palavras
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Embora o objectivo de redução de acidentes laborais seja frequentemente invocado para justificar uma aplicação preventiva de testes de álcool e drogas no trabalho, há poucas evidências estatisticamente relevantes do pressuposto nexo de causalidade e correlação negativa entre a sujeição aos testes e os posteriores acidentes. Os dados dos testes e dos acidentes ocorridos com os colaboradores de uma empresa transportadora portuguesa, durante anos recentes, são explorados, em busca de relações entre estas e outras variáveis biográficas. Os resultados preliminares obtidos sugerem que a sujeição a testes aleatórios no local de trabalho está associada a menos acidentes posteriores que os ocorridos na ausência desses testes, e que existe uma frequência óptima de testes acima da qual não se verifica redução de acidentes que justifique o investimento em aumento de testes. - Although the aim of reducing occupational accidents is frequently cited to justify preventive drug and alcohol testing at work, there is little statistically significant evidence of the assumed causality relationship and negative correlation between exposure to testing and subsequent accidents. Data mining of tests and accidents involving employees of a Portuguese transportation company, during recent years, searches for relations between these and other biographical variables. Preliminary results indicate that being subjected to random testing in the workplace is associated with fewer subsequent accidents that occur in the absence of such tests, and also that there is an optimum frequency of tests, above which there is no reduction of accidents to justify an increase of investment in testing.
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The aim of this paper is essentially twofold: first, to describe the use of spherical nonparametric estimators for determining statistical diagnostic fields from ensembles of feature tracks on a global domain, and second, to report the application of these techniques to data derived from a modern general circulation model. New spherical kernel functions are introduced that are more efficiently computed than the traditional exponential kernels. The data-driven techniques of cross-validation to determine the amount elf smoothing objectively, and adaptive smoothing to vary the smoothing locally, are also considered. Also introduced are techniques for combining seasonal statistical distributions to produce longer-term statistical distributions. Although all calculations are performed globally, only the results for the Northern Hemisphere winter (December, January, February) and Southern Hemisphere winter (June, July, August) cyclonic activity are presented, discussed, and compared with previous studies. Overall, results for the two hemispheric winters are in good agreement with previous studies, both for model-based studies and observational studies.
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Context-aware multimodal interactive systems aim to adapt to the needs and behavioural patterns of users and offer a way forward for enhancing the efficacy and quality of experience (QoE) in human-computer interaction. The various modalities that constribute to such systems each provide a specific uni-modal response that is integratively presented as a multi-modal interface capable of interpretation of multi-modal user input and appropriately responding to it through dynamically adapted multi-modal interactive flow management , This paper presents an initial background study in the context of the first phase of a PhD research programme in the area of optimisation of data fusion techniques to serve multimodal interactivite systems, their applications and requirements.
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Systems Engineering often involves computer modelling the behaviour of proposed systems and their components. Where a component is human, fallibility must be modelled by a stochastic agent. The identification of a model of decision-making over quantifiable options is investigated using the game-domain of Chess. Bayesian methods are used to infer the distribution of players’ skill levels from the moves they play rather than from their competitive results. The approach is used on large sets of games by players across a broad FIDE Elo range, and is in principle applicable to any scenario where high-value decisions are being made under pressure.
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Facilitating the visual exploration of scientific data has received increasing attention in the past decade or so. Especially in life science related application areas the amount of available data has grown at a breath taking pace. In this paper we describe an approach that allows for visual inspection of large collections of molecular compounds. In contrast to classical visualizations of such spaces we incorporate a specific focus of analysis, for example the outcome of a biological experiment such as high throughout screening results. The presented method uses this experimental data to select molecular fragments of the underlying molecules that have interesting properties and uses the resulting space to generate a two dimensional map based on a singular value decomposition algorithm and a self organizing map. Experiments on real datasets show that the resulting visual landscape groups molecules of similar chemical properties in densely connected regions.
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The van der Heijden Studies Database has been reviewed to identify 'Draw Studies' with sub-7-man positions in the main line which are not draws. The data-mining method is described. Some 1,500 studies were faulted, 700 for the first time: 14 of the more interesting faults are highlighted and discussed.
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This is a review of progress in the Chess Endgame field. It includes news of the promulgation of Endgame Tables, their use, non-use and potential runtime creation. It includes news of data-mining achievements related to 7-man chess and to the field of Chess Studies. It includes news of an algorithm to create Endgame Tables for variants of the normal game of chess.
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This note presents a robust method for estimating response surfaces that consist of linear response regimes and a linear plateau. The linear response-and-plateau model has fascinated production scientists since von Liebig (1855) and, as Upton and Dalton indicated, some years ago in this Journal, the response-and-plateau model seems to fit the data in many empirical studies. The estimation algorithm evolves from Bayesian implementation of a switching-regression (finite mixtures) model and demonstrates routine application of Gibbs sampling and data augmentation-techniques that are now in widespread application in other disciplines.
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The last 30 years have seen a tide of interest sweeping across Europe in the development of nature in cities, and an increasing amount of landscape development in urban areas has involved the use of 'naturalistic' styles. This is an increasing attempt to find ways for urbanism and nature to co-exist. However, there have been considerable discussions among professionals regarding the advantages and disadvantages of 'naturalistic' styles in urban areas. This research examines professional attitudes to 'naturalistic' landscape styles in Britain, in contrast to more traditional, formal landscape styles, and aims to find out whether the interest in natural landscapes is really a fashion among landscape professionals. A self-administered postal survey was carried out using both quantitative and qualitative data collection techniques and analysis. The survey included 500 professionals from parks and recreation departments of local authorities, private landscape practices and conservation trusts, and resulted in a satisfactory response rate of 53 %. The results of this study suggested that professionals recognise most of the values attached to naturalistic landscapes in urban areas. However, possible benefits that natural areas may have for urban people are not attached to naturalistic landscapes alone. The study also revealed that the naturalistic style is highly popular among conservation trusts but is less so among professionals from local authorities and private landscape practices who seem to appreciate both styles and believe that these styles are not separable from each other and should co-exist in an urban environment. (C) 2006 Elsevier B.V. All rights reserved.