957 resultados para model-based reasoning processes


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The technique of externally bonding fibre reinforced polymer (FRP) composites has been becoming popular worldwide for retrofitting existing reinforced concrete (RC) structures. A major failure mode in such strengthened structures is the debonding of FRP from the concrete substrate. The bond behaviour between FRP and concrete thus plays a crucial role in these structures. The FRP-to-concrete bond behaviour has been extensively investigated experimentally, commonly using the pull-off test of FRP-to-concrete bonded joint. Comparatively, much less research has been concerned with the numerical simulation of this bond behaviour, chiefly due to difficulties in accurately modelling the complex behaviour of concrete. This paper proposes a robust finite element (FE) model for simulating the bond behaviour in the entire loading process in the pull-off test. A concrete damage plasticity model based on the plastic degradation theory is proposed to overcome the weakness of the elastic degradation theory which has been commonly adopted in previous studies. The model produces results in very close agreement with test data. © Tsinghua University Press, Beijing and Springer-Verlag Berlin Heidelberg 2011.

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There is an increasing use of the discrete element method (DEM) to study cemented (e.g. concrete and rocks) and sintered particulate materials. The chief advantage of the DEM over continuum based techniques is that it does not make assumptions about how cracking and fragmentation initiate and propagate, since the DEM system is naturally discontinuous. The ability for the DEM to produce a realistic representation of a cemented granular material depends largely on the implementation of an inter-particle bonded contact model. This paper presents a new bonded contact model based on the Timoshenko beam theory which considers axial, shear and bending behaviour of the bond. The bond model was first verified by simulating both the bending and dynamic response of a simply supported beam. The loading response of a concrete cylinder was then investigated and compared with the Eurocode equation prediction. The results show significant potential for the new model to produce satisfactory predictions for cementitious materials. A unique feature of this model is that it can also be used to accurately represent many deformable structures such as frames and shells, so that both particles and structures or deformable boundaries can be described in the same DEM framework. 

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BACKGROUND: Head and neck (H&N) cancers are a heterogeneous group of malignancies, affecting various sites, with different prognoses. The aims of this study are to analyse survival for patients with H&N cancers in relation to tumour location, to assess the change in survival between European countries, and to investigate whether survival improved over time.
METHODS: We analysed about 250,000 H&N cancer cases from 86 cancer registries (CRs). Relative survival (RS) was estimated by sex, age, country and stage. We described survival time trends over 1999-2007, using the period approach. Model based survival estimates of relative excess risks (RERs) of death were also provided by country, after adjusting for sex, age and sub-site.
RESULTS: Five-year RS was the poorest for hypopharynx (25%) and the highest for larynx (59%). Outcome was significantly better in female than in male patients. In Europe, age-standardised 5-year survival remained stable from 1999-2001 to 2005-2007 for laryngeal cancer, while it increased for all the other H&N cancers. Five-year age-standardised RS was low in Eastern countries, 47% for larynx and 28% for all the other H&N cancers combined, and high in Ireland and the United Kingdom (UK), and Northern Europe (62% and 46%). Adjustment for sub-site narrowed the difference between countries. Fifty-four percent of patients was diagnosed at advanced stage (regional or metastatic). Five-year RS for localised cases ranged between 42% (hypopharynx) and 74% (larynx).
CONCLUSIONS: This study shows survival progresses during the study period. However, slightly more than half of patients were diagnosed with regional or metastatic disease at diagnosis. Early diagnosis and timely start of treatment are crucial to reduce the European gap to further improve H&N cancers outcome.

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We consider the problem of segmenting text documents that have a
two-part structure such as a problem part and a solution part. Documents
of this genre include incident reports that typically involve
description of events relating to a problem followed by those pertaining
to the solution that was tried. Segmenting such documents
into the component two parts would render them usable in knowledge
reuse frameworks such as Case-Based Reasoning. This segmentation
problem presents a hard case for traditional text segmentation
due to the lexical inter-relatedness of the segments. We develop
a two-part segmentation technique that can harness a corpus
of similar documents to model the behavior of the two segments
and their inter-relatedness using language models and translation
models respectively. In particular, we use separate language models
for the problem and solution segment types, whereas the interrelatedness
between segment types is modeled using an IBM Model
1 translation model. We model documents as being generated starting
from the problem part that comprises of words sampled from
the problem language model, followed by the solution part whose
words are sampled either from the solution language model or from
a translation model conditioned on the words already chosen in the
problem part. We show, through an extensive set of experiments on
real-world data, that our approach outperforms the state-of-the-art
text segmentation algorithms in the accuracy of segmentation, and
that such improved accuracy translates well to improved usability
in Case-based Reasoning systems. We also analyze the robustness
of our technique to varying amounts and types of noise and empirically
illustrate that our technique is quite noise tolerant, and
degrades gracefully with increasing amounts of noise

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A presente investigação procura compreender o fenómeno complexo e dinâmico que é a avaliação das aprendizagens das crianças em colaboração com a família na Educação Pré-Escolar (EPE) como forma de potenciar o desenvolvimento de competências pelas crianças. Assim, e recorrendo a um estudo de caso com uma componente de investigação-acção, pretende-se (i) compreender as concepções e práticas de avaliação de aprendizagens na EPE desenvolvidas por um grupo de educadores de uma Instituição Privada de Solidariedade Social da região centro do país e (ii) potenciar, através de formação em contexto que contemple o desenvolvimento de estratégias inerentes a uma avaliação das aprendizagens em colaboração com a família das crianças, o desenvolvimento profissional dos educadores de infância neste âmbito, proporcionando experiências educativas que levem as crianças a desenvolver um conjunto de competências inerentes à nova natureza dos saberes básicos de todos os cidadãos do séc. XXI. Tomando como ideias base da investigação a concepção (i) da criança enquanto cidadão (Prout, 2005; Vasconcelos, 2009) e (ii) da família enquanto primeira e principal educadora das crianças (Steves, Hough & Nurs, 2002), a investigação foi desenvolvida em quatro fases: Fase I – Formulação de um referencial de competências para a EPE inerentes à nova natureza dos saberes básicos do séc. XXI e seu processo de transferibilidade e credibilidade; Fase II – Diagnóstico das concepções dos participantes da investigação sobre avaliação das aprendizagens na EPE e colaboração Instituição/Família; Fase III – Construção e implementação de um programa de formação para educadores de infância; Fase IV – Avaliação do impacte do programa de formação nas concepções e práticas de avaliação das aprendizagens dos educadores de infância. A fase I centra-se na formulação de um referencial de competências transversais para a EPE inerentes à nova natureza dos saberes básicos do séc. XXI (Cachapuz, Sá-Chaves & Paixão, 2004) e no seu processo de transferibilidade e credibilidade através da reflexão/discussão do respectivo referencial com um painel de especialistas e profissionais. Identificaram-se quatro competências transversais a serem desenvolvidas pelas crianças centradas nas dimensões do aprender a aprender, aprender a comunicar e a expressar-se, aprender a ser e estar e aprender a reflectir. A fase II incide no diagnóstico das concepções de avaliação das aprendizagens na EPE e de colaboração Instituição/Família dos 6 educadores de infância, 17 pais e 17 crianças participantes no estudo, recorrendo a entrevistas, à análise documental e à observação de práticas. A análise dos dados recolhidos demonstra que é necessário recuperar um verdadeiro discurso didáctico e educativo da avaliação das aprendizagens, deixando de a conceber como sinónimo de medida e de objectividade e melhorando as práticas de avaliação de VII modo a potenciar o desenvolvimento de competências pelas crianças. A fase III preenche-se na construção e implementação de um programa de formação, creditado e correspondente a 50 horas, para educadores de infância sobre avaliação de competências na EPE em colaboração com a família. O programa de formação foi desenvolvido a partir (i) das concepções diagnosticadas, (ii) dos indicadores da investigação em formação contínua e em avaliação na EPE e (iii) de um modelo de desenvolvimento profissional baseado na reflexão, na observação e supervisão e na investigação-acção (Shön, 1992; Alarcão, 2000; Roldão, 2008; Cadório & Simão, 2011). Os indicadores obtidos demonstram que o programa de formação contribuiu para o enriquecimento profissional dos formandos ao nível da (re)construção de conhecimento, da reflexão constante e colaborativa sobre as práticas de avaliação, da mudança de atitudes e práticas de avaliação das aprendizagens e na compreensão mais profunda da complexidade, diversidade e necessidade de cada criança. Além disso, os indicadores obtidos também evidenciam a importância de uma avaliação das aprendizagens em colaboração com os pais das crianças para o desenvolvimento progressivo das competências transversais para a EPE e, consequentemente, para a obtenção de sucesso educativo. A fase IV consiste na avaliação do impacte do programa de formação nas concepções e práticas avaliativas dos educadores de infância através de, à semelhança da fase II, entrevistas aos 6 educadores de infância, aos 17 pais e às 17 crianças, à análise documental e à observação de práticas. Os resultados obtidos demonstram que o programa de formação teve impacte nas práticas de avaliação das aprendizagens a nível micro (decisões no interior da sala de actividades) e, mais reduzido, a nível meso (decisões a nível institucional). Os educadores de infância integraram nas suas práticas pedagógicas algumas estratégias avaliativas implementadas durante o programa de formação, consciencializando-se da importância da avaliação na EPE se centrar em procedimentos descritivos com enfoque na actividade da criança e na documentação e registo do trabalho realizado no dia-a-dia e do desenvolvimento de competências de cada criança (Gaustad, 1996; Parente, 2002). Contudo, e no que se refere à colaboração dos pais no processo de avaliação das aprendizagens das crianças, o programa de formação não proporcionou qualquer impacte nas práticas avaliativas dos educadores de infância. Apesar dos discursos transparecerem uma consciencialização da importância da família participar e influenciar a tomada de decisões ao longo do processo de avaliação das aprendizagens (Oliveira-Formosinho & Araújo, 2004), não foram tomadas medidas de mudança de práticas neste sentido, permanecendo os pais das crianças como sujeitos passivos neste processo. Uma visão integradora sobre os resultados obtidos ao longo da presente investigação revela a necessidade de se continuar a investigar e a construir novos caminhos na formação contínua dos educadores de infância de modo a recuperar um verdadeiro discurso educativo da avaliação das aprendizagens com impacte nas práticas pedagógicas e onde a família das crianças surja como parceira num trabalho a desenvolver colaborativamente.

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Tese de doutoramento, Educação (Didática da Matemática), Universidade de Lisboa, Instituto de Educação, 2014

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Tese de doutoramento, Ciências Biomédicas (Biologia Celular e Molecular), Universidade de Lisboa, Faculdade de Medicina, 2014

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Next generation ATM systems cannot be implemented in a technological vacuum. The further ahead we look, the greater the likely impact of societal factors on such changes, and how they are prioritised and promoted. The equitable sustainability of travel behaviour is rising on the political agenda in Europe in an unprecedented manner. This paper examines pilot and controller attitudes towards Continuous Descent Approaches (CDAs). It aims to promote a better understanding of acceptance of change in ATM. The focus is on the psychosocial context and the relationships between perceived societal and system benefits. Behavioural change appeared more correlated with such benefit perceptions in the case of the pilots. For the first time in the study of ATM implementation, and acceptance of change, this paper incorporates the Seven Stages of Change model, based on the constructs of the Theory of Planned Behaviour. It employs a principal components (factor) analysis, and further explores the intercorrelations of benefit perceptions, known in psychology as the ‘halo effect’. Disbenefit perceptions may break down this effect, it appears. For implementers of change, this evidence suggests an approach in terms of reinforcing the dominant benefit(s) perceived, for sub-groups within which a halo effect is evident. In the absence of such an effect, perceived disbenefits, such as with respect to workload and capacity, should be off-set against specific, perceived benefits of the change, as far as possible. This methodology could be equally applied to other stakeholders, from strategic planners to the public. The set of three case studies will be extended beyond CDA trials. A set of concise guidelines will be published with a strong focus on practical advice, in addition to continued work enabling a better understanding of the expected, increasing psychosocial contributions to successful and unsuccessful efforts at ATM innovation and change.

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It is now well established that some patients who are diagnosed as being in a vegetative state or a minimally conscious state show reliable signs of volition that may only be detected by measuring neural responses. A pertinent question is whether these patients are also capable of logical thought. Here, we validate an fMRI paradigm that can detect the neural fingerprint of reasoning processes and moreover, can confirm whether a participant derives logical answers. We demonstrate the efficacy of this approach in a physically non-communicative patient who had been shown to engage in mental imagery in response to simple audi- tory instructions. Our results demonstrate that this individual retains a remarkable capacity for higher cogni- tion, engaging in the reasoning task and deducing logical answers. We suggest that this approach is suitable for detecting residual reasoning ability using neural responses and could readily be adapted to assess other aspects of cognition.

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Dissertação para obtenção do Grau de Mestre em Contabilidade e Finanças Orientador: Doutora Cláudia Maria Ferreira Pereira Lopes

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This paper presents a project consisting on the development of an Intelligent Tutoring System, for training and support concerning the development of electrical installation projects to be used by electrical engineers, technicians and students. One of the major goals of this project is to devise a teaching model based on Intelligent Tutoring techniques, considering not only academic knowledge but also other types of more empirical knowledge, able to achieve successfully the training of electrical installation design.

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Embedded real-time applications increasingly present high computation requirements, which need to be completed within specific deadlines, but that present highly variable patterns, depending on the set of data available in a determined instant. The current trend to provide parallel processing in the embedded domain allows providing higher processing power; however, it does not address the variability in the processing pattern. Dimensioning each device for its worst-case scenario implies lower average utilization, and increased available, but unusable, processing in the overall system. A solution for this problem is to extend the parallel execution of the applications, allowing networked nodes to distribute the workload, on peak situations, to neighbour nodes. In this context, this report proposes a framework to develop parallel and distributed real-time embedded applications, transparently using OpenMP and Message Passing Interface (MPI), within a programming model based on OpenMP. The technical report also devises an integrated timing model, which enables the structured reasoning on the timing behaviour of these hybrid architectures.

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Trabalho Final de Mestrado para a obtenção do grau de Mestre em Engenharia Mecânica

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Dissertação apresentada como requisito parcial para obtenção do grau de Mestre em Estatística e Gestão de Informação

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Exploratory and confirmatory factor analyses reported in the French technical manual of the WISC-IV provides evidence supporting a structure with four indices: Verbal Comprehension (VCI), Perceptual Reasoning (PRI), Working Memory (WMI), and Processing Speed (PSI). Although the WISC-IV is more attuned to contemporary theory, it is still not in total accordance with the dominant theory: the Cattell-Horn-Carroll (CHC) theory of cognitive ability. This study was designed to determine whether the French WISC-IV is better described with the four-factor solution or whether an alternative model based on the CHC theory is more appropriate. The intercorrelations matrix reported in the French technical manual was submitted to confirmatory factor analysis. A comparison of competing models suggests that a model based on the CHC theory fits the data better than the current WISC-IV structure. It appears that the French WISC-IV in fact measures six factors: crystallized intelligence (Gc), fluid intelligence (Gf), short-term memory (Gsm), processing speed (Gs), quantitative knowledge (Gq), and visual processing (Gv). We recommend that clinicians interpret the subtests of the French WISC-IV in relation to this CHC model in addition to the four indices.