Topics regarding access to european information institutions: European Union so close and yet so far

From the 1990s, the Parliament, the Council and the European Commission adopted a new approach to disclosure of their working papers. Legal instruments to regulate and allow a fairly broad access to internal working documents of these institutions were created. European institutions also exploited the potential of Information and Communication Technologies, developing new instruments to register the documents produced and make them accessible to the public. The commitment to transparency sought to shows a more credible European government, and reduces the democratic deficit. However, the data analysis regarding access to EU institutions documents shows that general public is still far from direct contact with European bodies.

Data Mining Approach to support the Generation of Realistic Scenarios for Multi-Agent simulation of Electricity Markets

This paper presents the Realistic Scenarios Generator (RealScen), a tool that processes data from real electricity markets to generate realistic scenarios that enable the modeling of electricity market players’ characteristics and strategic behavior. The proposed tool provides significant advantages to the decision making process in an electricity market environment, especially when coupled with a multi-agent electricity markets simulator. The generation of realistic scenarios is performed using mechanisms for intelligent data analysis, which are based on artificial intelligence and data mining algorithms. These techniques allow the study of realistic scenarios, adapted to the existing markets, and improve the representation of market entities as software agents, enabling a detailed modeling of their profiles and strategies. This work contributes significantly to the understanding of the interactions between the entities acting in electricity markets by increasing the capability and realism of market simulations.

Exploring distributed computing tools through data mining tasks

Harnessing idle PCs CPU cycles, storage space and other resources of networked computers to collaborative are mainly fixated on for all major grid computing research projects. Most of the university computers labs are occupied with the high puissant desktop PC nowadays. It is plausible to notice that most of the time machines are lying idle or wasting their computing power without utilizing in felicitous ways. However, for intricate quandaries and for analyzing astronomically immense amounts of data, sizably voluminous computational resources are required. For such quandaries, one may run the analysis algorithms in very puissant and expensive computers, which reduces the number of users that can afford such data analysis tasks. Instead of utilizing single expensive machines, distributed computing systems, offers the possibility of utilizing a set of much less expensive machines to do the same task. BOINC and Condor projects have been prosperously utilized for solving authentic scientific research works around the world at a low cost. In this work the main goal is to explore both distributed computing to implement, Condor and BOINC, and utilize their potency to harness the ideal PCs resources for the academic researchers to utilize in their research work. In this thesis, Data mining tasks have been performed in implementation of several machine learning algorithms on the distributed computing environment.

Planning, operations and data handling of planetary science missions

Dissertação para obtenção do Grau de Mestre em Engenharia Física

Gestão do e-mail: dos benefícios pessoais à eficiência organizacional: o caso do Instituto Politécnico de Viana do Castelo

O e-mail é atualmente a principal forma de comunicação das organizações. A informação existente nos e-mails representa uma elevada dimensão do capital não tangível das empresas, o Conhecimento. Na realidade, a gestão do e-mail dentro da organização é realizada por cada colaborador individualmente. Contudo, e tendo em conta o volume de informação criada, a forma como o e-mail é gerido levanta algumas questões. O objetivo geral deste estudo é conhecer como é feita a gestão de e-mail nos Serviços do Instituto Politécnico de Viana do Castelo (IPVC), analisando a forma de utilização do e-mail, de modo a obter elementos que permitam desenvolver normas/orientações para melhoria desta gestão. A metodologia utilizada para a elaboração deste trabalho de investigação recaiu sobre o Método Quadripolar, através do estudo de caso, para analisar a gestão do e-mail nos Serviços do IPVC. Foi elaborado um inquérito por questionário numa primeira fase, dirigido a todas as Instituições Públicas de Ensino Superior em Portugal sobre a existência de politicas de gestão de e-mail e, posteriormente, um questionário dirigido a todos os funcionários de todos os Serviços do IPVC no sentido de perceber de que forma se lida com o e-mail e com a sua gestão no contexto laboral de uma organização. A análise de dados foi efetuada através do estabelecimento da relação/associação entre variáveis com recurso à estatística descritiva. Os resultados demonstram que ainda há um longo caminho a percorrer uma vez que ainda não há uma consciencialização permanente para a importância do e-mail, bem como da sua gestão, no sentido de conseguir recuperar a informação de uma forma célere e garantir a preservação do e-mail a longo prazo.

Municipal solid waste management system: decision support through systems analysis

Thesis submitted to the Universidade Nova de Lisboa, Faculdade de Ciências e Tecnologia for the degree of Doctor of Philosophy in Environmental Engineering

Sensor Data Visualization in Virtual Globe

Dissertation submitted in partial fulfillment of the requirements for the Degree of Master of Science in Geospatial Technologies.

A study on reducing digital piracy: an analytical network process approach with benefits, opportunities, costs and risks analysis

Dissertação para obtenção do Grau de Mestre em Engenharia e Gestão Industrial

A distributed platform for the volunteer execution of workflows on a local area network

Thesis submitted in fulfilment of the requirements for the Degree of Master of Science in Computer Science

Exploratory analysis of OpenStreetMap for land use classification

In the last years, volunteers have been contributing massively to what we know nowadays as Volunteered Geographic Information. This huge amount of data might be hiding a vast geographical richness and therefore research needs to be conducted to explore their potential and use it in the solution of real world problems. In this study we conduct an exploratory analysis of data from the OpenStreetMap initiative. Using the Corine Land Cover database as reference and continental Portugal as the study area, we establish a possible correspondence between both classification nomenclatures, evaluate the quality of OpenStreetMap polygon features classification against Corine Land Cover classes from level 1 nomenclature, and analyze the spatial distribution of OpenStreetMap classes over continental Portugal. A global classification accuracy around 76% and interesting coverage areas’ values are remarkable and promising results that encourages us for future research on this topic.

Analysis of metabolic flux distributions in relation to the extracellular environment in Avian cells

Continuous cell lines that proliferate in chemically defined and simple media have been highly regarded as suitable alternatives for vaccine production. One such cell line is the AG1.CR.pIX avian cell line developed by PROBIOGEN. This cell line can be cultivated in a fully scalable suspension culture and adapted to grow in chemically defined, calf serum free, medium [1]–[5]. The medium composition and cultivation strategy are important factors for reaching high virus titers. In this project, a series of computational methods was used to simulate the cell’s response to different environments. The study is based on the metabolic model of the central metabolism proposed in [1]. In a first step, Metabolic Flux Analysis (MFA) was used along with measured uptake and secretion fluxes to estimate intracellular flux values. The network and data were found to be consistent. In a second step, Flux Balance Analysis (FBA) was performed to access the cell’s biological objective. The objective that resulted in the best predicted results fit to the experimental data was the minimization of oxidative phosphorylation. Employing this objective, in the next step Flux Variability Analysis (FVA) was used to characterize the flux solution space. Furthermore, various scenarios, where a reaction deletion (elimination of the compound from the media) was simulated, were performed and the flux solution space for each scenario was calculated. Growth restrictions caused by essential and non-essential amino acids were accurately predicted. Fluxes related to the essential amino acids uptake and catabolism, the lipid synthesis and ATP production via TCA were found to be essential to exponential growth. Finally, the data gathered during the previous steps were analyzed using principal component analysis (PCA), in order to assess potential changes in the physiological state of the cell. Three metabolic states were found, which correspond to zero, partial and maximum biomass growth rate. Elimination of non-essential amino acids or pyruvate from the media showed no impact on the cell’s assumed normal metabolic state.

Reclamações dos utentes : estudo dos resultados e medidas correctivas no contexto dos Agrupamentos de Centros de Saúde de Lisboa e Vale do Tejo

RESUMO - A qualidade dos cuidados de saúde, evolui ao longo dos tempos e é agora considerada um direito e um pilar fundamental nos serviços de saúde. As reclamações dos utentes podem revelar informação acerca das experiências entre os utentes e as organizações de saúde. Desta forma as reclamações podem ser consideradas como indicadores de qualidade que permitem identificar áreas e/ou oportunidades de melhoria, e de grande representatividade no processo da melhoria contínua da qualidade na saúde. Sendo fundamental dar voz aos utentes do SNS e possibilitar a sua participação activa no processo de melhoria da prestação dos cuidados de saúde, com este trabalho pretendeu-se estudar a forma como as reclamações dos utentes nos ACES na Região de Saúde de Lisboa e Vale do Tejo, contribuem para a melhoria da qualidade nos referidos serviços de saúde. Foram reconhecidas e analisadas as principais causas de reclamação, as correspondentes medidas correctivas e as necessidades e/ou dificuldades no seu processo de implementação, bem como a respectiva avaliação dos resultados obtidos e identificação das recomendações dos Coordenadores dos Gabinetes do Utente no âmbito dos ACES da Região de Saúde de LVT. Efectuou-se a análise de revisão bibliográfica e a consulta dos dados, desagregados, das causas mais mencionadas nas reclamações no âmbito do estudo e foram realizados contactos informais com a estrutura regional e nacional do Sistema SIM-Cidadão. Foram aplicados 15 questionários aos Coordenadores Locais dos Gabinetes do Cidadão dos ACES da ARSLVT, apresentando a investigação um carácter exploratório e qualitativo. Os questionários, foram enviados e recebidos anonimamente através da plataforma para estudos estatísticos Survey Monkey. A sua análise e interpretação, foi efectuada de forma a organizar os seus dados de uma forma sistematizada e permitir categorizar a informação para permitir a sua análise. Os resultados evidenciaram que as reclamações dos utentes apresentadas nos Gabinetes do Cidadão, de certa forma, foram um contributo para o processo da melhoria da qualidade nos ACES da Região de Saúde de Lisboa e Vale do Tejo através do adopção de medidas e acções correctivas, ultrapassando algumas limitações devida à criação de estratégias locais. No entanto foi evidente que algumas limitações não foram passiveis de ser ultrapassadas, pois envolvem decisões do âmbito externo aos ACES. Os resultados alcançados e as recomendações dos Coordenadores, podem evidenciar algumas mudanças organizacionais, mas transparecem a ideia de que existe ainda um longo caminho a percorrer.

A data-driven analytics approach in the study of pneumonia’s fatalities

As huge amounts of data become available in organizations and society, specific data analytics skills and techniques are needed to explore this data and extract from it useful patterns, tendencies, models or other useful knowledge, which could be used to support the decision-making process, to define new strategies or to understand what is happening in a specific field. Only with a deep understanding of a phenomenon it is possible to fight it. In this paper, a data-driven analytics approach is used for the analysis of the increasing incidence of fatalities by pneumonia in the Portuguese population, characterizing the disease and its incidence in terms of fatalities, knowledge that can be used to define appropriate strategies that can aim to reduce this phenomenon, which has increased more than 65% in a decade.

Instrumentos de políticas públicas do turismo: uma análise empírica dos municípios portugueses

Tese de Doutoramento em Ciências da Administração

Extreme value Birnbaum-Saunders regression models applied to environmental data

Extreme value models are widely used in different areas. The Birnbaum–Saunders distribution is receiving considerable attention due to its physical arguments and its good properties. We propose a methodology based on extreme value Birnbaum–Saunders regression models, which includes model formulation, estimation, inference and checking. We further conduct a simulation study for evaluating its performance. A statistical analysis with real-world extreme value environmental data using the methodology is provided as illustration.