An agent based architecture to support monitoring in plug and produce manufacturing systems using knowledge extraction

In recent years a set of production paradigms were proposed in order to capacitate manufacturers to meet the new market requirements, such as the shift in demand for highly customized products resulting in a shorter product life cycle, rather than the traditional mass production standardized consumables. These new paradigms advocate solutions capable of facing these requirements, empowering manufacturing systems with a high capacity to adapt along with elevated flexibility and robustness in order to deal with disturbances, like unexpected orders or malfunctions. Evolvable Production Systems propose a solution based on the usage of modularity and self-organization with a fine granularity level, supporting pluggability and in this way allowing companies to add and/or remove components during execution without any extra re-programming effort. However, current monitoring software was not designed to fully support these characteristics, being commonly based on centralized SCADA systems, incapable of re-adapting during execution to the unexpected plugging/unplugging of devices nor changes in the entire system’s topology. Considering these aspects, the work developed for this thesis encompasses a fully distributed agent-based architecture, capable of performing knowledge extraction at different levels of abstraction without sacrificing the capacity to add and/or remove monitoring entities, responsible for data extraction and analysis, during runtime.

Risks and benefits of hormone replacement therapy in older men

The use of testosterone in older men, known as male hormonal replacement therapy or androgen replacement therapy, has become of increasing interest to both the medical and lay communities over the past decade. Even though the knowledge of the potential benefits and risks of male Androgen Replacement Therapy has increased dramatically, there is still much that needs to be determined. Although there are a number of potential benefits of male Androgen Replacement Therapy and data concerning clinical effects of such replacement have accumulated, as yet there have not been any large multicenter randomized controlled trials of this therapy. It is the purpose of this article to review what is currently known about the possible risks and benefits of male Androgen Replacement Therapy by discussing the clinical trials to date.

Royal Philips Medical Technology

Equity research report

Entre o fazer e o dever

A compreensão da ocorrência das doenças em termos de risco e o estabelecimento de relações com os chamados estilos de vida, colocam na experiência de doença um acréscimo de conotações morais, um dever de autodisciplina e responsabilidade. Estes princípios têm sido inúmeras vezes sublinhados nos discursos e políticas da Saúde Pública, nomeadamente no que concerne às doenças cardiovasculares pela importância epidemiológica, económica e social de que se revestem e consequente necessidade de redução da sua grande incidência na população, como é o caso de Portugal. A hipertensão, como doença crónica e fator de risco cardiovascular sujeita os doentes a controlo médico periódico, terapêutica farmacológica e impele a um comprometimento com comportamentos alimentares e exercício físico adequado. Através das entrevistas realizadas a doentes hipertensos utentes da consulta específica em Cuidados de Saúde Primários, verifica-se a presença de modos diversos de agir perante a circunstância de se ter hipertensão arterial, mostrando a presença de várias racionalidades, apreciações e valorações práticas dos comportamentos de saúde e doença e do próprio corpo. Para os doentes hipertensos entrevistados, a hipertensão arterial não é encarada como uma “verdadeira doença”, sendo vista sobretudo como resultado do envelhecimento e dos excessos que se acumularam no corpo, consequentes da própria vida. Nas narrativas de experiência de doença, os conceitos de moderação e equilíbrio, “ter cuidado”, parecem servir de mecanismo de operacionalização entre aquilo que são as recomendações médicas e as práticas individuais. Constatam-se as capacidades dos doentes hipertensos construírem para si formas de gestão da doença e do medo, sendo que os seus comportamentos podem passar por assumir o controlo dos fatores de risco ou ignorá-los. Em qualquer dos casos, as representações e ações relativas à hipertensão e às recomendações médicas a ela associadas integram-se nas práticas quotidianas dos doentes, ajustando-se a hábitos e representações instaladas, constituindo-se em modos distintos de agir dos doentes hipertensos.

Criminosos popularizados na narrativa de divulgação (De 1838 aos Alvores da República)

O presente estudo incide sobre obras impressas que tomaram como motivo central as «façanhas» de criminosos com referência histórica celebrizados em Portugal na segunda metade do século XIX e inícios de XX e mostra que, enquanto narrativas elaboradas para o grande público, os textos foram não só um reflexo da popularidade prévia dos famigerados transgressores, como também um fator incontornável da sua «lendarização» ao longo de décadas. São as seguintes as figuras dos infratores que protagonizaram as ficções em apreço: José Joaquim de Sousa Reis, ou «o Remexido» (1797-1838), Diogo Alves, ou «o Pancada» (1810-1841), Francisco de Matos Lobo (1814-1842), José Teixeira da Silva, ou «o José do Telhado» (1816-1875), João Victor da Silva Brandão, ou «o João Brandão de Midões» (1825-1880), e Vicente Urbino de Freitas (1859-1913). A tese agora apresentada aborda um corpus textual de características singulares, nunca antes coligido nem estudado. Comprova que os textos sobre as figuras criminosas tiveram uma função iminentemente noticiosa, pedagógico-edificante e política, apropriando-se de relatos orais, adotando procedimentos de atestação da veracidade (transcrição de documentos na primeira pessoa, referenciação cronológica, espacial, geográfica dos eventos, alusão às fontes) e incorporando diversas fontes do conhecimento dos crimes, quer de origem popular (geralmente designadas de «musa popular», «tradição»), quer de caráter erudito e teórico-científico («estudo», «estudo social»). Assim, foram analisadas as condições históricas excecionais nas quais as ficções emergiram: as características específicas do seu universo editorial, a apropriação a um público amplo (o formato de coleção, uso de sinopses e de outros elementos gráficos), as regularidades discursivas das obras (ocorrência de determinados dispositivos de organização textual), os procedimentos narrativos (recurso abundante a paratextos com intuito explicativo e aproximação a modalidades ficcionais conhecidas do público da época) e, ainda, as configurações imagéticas inspiradas nos discursos oficiais (influência de ciências e doutrinas epocais emergentes, como a criminologia, a antropologia criminal, a frenologia, a psiquiatria, a sociologia). Em suma, estas edições produzidas em diversos contextos e por um elenco autoral heterogéneo não só viveram da relação com as edições predecessoras, ao longo de gerações, como recriaram e ampliaram as «façanhas» dos transgressores em função de diversos propósitos e fontes: ampla divulgação dos casos criminais, condenação pública dos infratores, análise médico-científica dos sujeitos culpados, especulação política, pressão sobre o foro judiciário, edificação moral do público leitor. Trata-se, sem dúvida, de produções únicas, que erigiram a comemoração dos facínoras e sucessivamente reinscreveram as suas histórias reais na problemática do homem criminal e na consciência ética do seu tempo.

Towards a knowledge society

Economies are moving towards competitive stadiums based on knowledge and innovation. The changing environment and the level of globalization demand important efforts in order to sustain competitive advantages. Portugal has experienced a remarkable evolution since its adhesion to the European Union in several fields: economic development, Research & Development (R&D) consolidation, health parameters and social cohesion. As other developed economies, Portugal started its journey towards a knowledge-based economy and has been consolidating an innovation system during the last 35 years. The following report aims to analyze the evolution of a system since its creation to its last transformation within a globalized context. Challenges such as the lack of maturity of the system, the economic crisis, the European paradox, and closing the gap with other European countries are addressed in the next chapters. Likewise, recommendations on these points are provided by the end of the report as potential solutions.

Using data mining for prediction of hospital length of stay: an application of the CRISP-DM Methodology

Hospitals are nowadays collecting vast amounts of data related with patient records. All this data hold valuable knowledge that can be used to improve hospital decision making. Data mining techniques aim precisely at the extraction of useful knowledge from raw data. This work describes an implementation of a medical data mining project approach based on the CRISP-DM methodology. Recent real-world data, from 2000 to 2013, were collected from a Portuguese hospital and related with inpatient hospitalization. The goal was to predict generic hospital Length Of Stay based on indicators that are commonly available at the hospitalization process (e.g., gender, age, episode type, medical specialty). At the data preparation stage, the data were cleaned and variables were selected and transformed, leading to 14 inputs. Next, at the modeling stage, a regression approach was adopted, where six learning methods were compared: Average Prediction, Multiple Regression, Decision Tree, Artificial Neural Network ensemble, Support Vector Machine and Random Forest. The best learning model was obtained by the Random Forest method, which presents a high quality coefficient of determination value (0.81). This model was then opened by using a sensitivity analysis procedure that revealed three influential input attributes: the hospital episode type, the physical service where the patient is hospitalized and the associated medical specialty. Such extracted knowledge confirmed that the obtained predictive model is credible and with potential value for supporting decisions of hospital managers.

Interdisciplinary knowledge transfer and technological applications for assessment, strengthening and monitoring of timber structures in Europe

COST (European Co-operation in the field of scientific and technical research) is the longest running framework for research co-operation iri Europe, having been established in 1971 by a Ministerial Conference attended by Ministers for Science and Technology from 19 countries. Today COST is used by the scientific communities of 35 European countries to cooperate in exchanging knowledge and technology developed within research projects supported by national or European funds. The main objective of COST is to contribute to the realization of the European Research Área (ERA) anticipating and complementing the activities of the' Framework Programmes, constituting a "bridge" towards the scientific communities of emerging countries, increasing the mobility of researchers across Europe and fostering the establishment of "Networks of Excelience". Another essential objective is the knowledge transfer between the scientific soc'iety and industry. It is widely acknowledged that European scientific performance in relation to investment in science is excellent but technological and commercial performance has steadily worsened. The present paper discusses how the COST Action's instruments, from training schools to short scientific missions and workshops have been used within The COST ACTION FP11O1 Assessment, Reinforcement and Monitoring of Timber Structures to achieve such objectives.

[An editorial to] Recent Advances on Knowledge Discovery and Business Intelligence

Special issue guest editorial, June, 2015.

Step towards multiplatform framework for supporting pediatric and neonatology care unit decision process

Children are an especially vulnerable population, particularly in respect to drug administration. It is estimated that neonatal and pediatric patients are at least three times more vulnerable to damage due to adverse events and medication errors than adults are. With the development of this framework, it is intended the provision of a Clinical Decision Support System based on a prototype already tested in a real environment. The framework will include features such as preparation of Total Parenteral Nutrition prescriptions, table pediatric and neonatal emergency drugs, medical scales of morbidity and mortality, anthropometry percentiles (weight, length/height, head circumference and BMI), utilities for supporting medical decision on the treatment of neonatal jaundice and anemia and support for technical procedures and other calculators and widespread use tools. The solution in development means an extension of INTCare project. The main goal is to provide an approach to get the functionality at all times of clinical practice and outside the hospital environment for dissemination, education and simulation of hypothetical situations. The aim is also to develop an area for the study and analysis of information and extraction of knowledge from the data collected by the use of the system. This paper presents the architecture, their requirements and functionalities and a SWOT analysis of the solution proposed.

Improving quality of medical service with mobile health software

An increasing number of m-Health applications are being developed benefiting health service delivery. In this paper, a new methodology based on the principle of calm computing applied to diagnostic and therapeutic procedure reporting is proposed. A mobile application was designed for the physicians of one of the Portuguese major hospitals, which takes advantage of a multi-agent interoperability platform, the Agency for the Integration, Diffusion and Archive (AIDA). This application allows the visualization of inpatients and outpatients medical reports in a quicker and safer manner, in addition to offer a remote access to information. This project shows the advantages in the use of mobile software in a medical environment but the first step is always to build or use an interoperability platform, flexible, adaptable and pervasive. The platform offers a comprehensive set of services that restricts the development of mobile software almost exclusively to the mobile user interface design. The technology was tested and assessed in a real context by intensivists.

Development of polymer wicks for the fabrication of bio-medical sensors

Polymer based wicking structures were fabricated by sintering powders of polycarbonate (PC), ultra-high molecular weight polyethylene and polyamide 12, aiming at selecting a suitable material for an innovative electroencephalography (EEG) bio-electrode. Preliminary experiments showed that PC based wicks displayed the best mechanical properties, therefore more detailed studies were carried out with PC to evaluate the influence of powder granulometry and processing parameters (pressure, temperature and time) on the mechanical properties, porosity, mean pore radius and permeability of the wicks. It was concluded that the mechanical properties are significantly enhanced by increasing the processing time and pressure, although at the expense of a significant decrease of porosity and mean pore diameter (and thus permeability), particularly for the highest applied pressures (74kPa). However, a good compromise between porosity/permeability and mechanical properties could be obtained by sintering PC powders of particle sizes below 500μm at 165°C for 5min, upon an applied pressure of 56kPa. Moreover, PC proved to be chemically stable in contact with an EEG common used disinfectant. Thus, wicking structures with appropriate properties for the fabrication of reusable bio-electrodes could be fabricated from the sintering of PC powders.

Alcohol sponsored events: the impact on attitudes and intentions, and the mitigating impact of persuasion knowledge

Doctor of Philosophy in Marketing and Strategy

DOTA-based Ga(III) and Gd(III) chelates for medical imaging (PET, SPECT and MRI)

PhD Thesis in Sciences Specialization in Chemistry

Public service culture collections of microorganisms: are they important for biotechnology?

Microbiology as a scientific discipline recognised the need to preserve microorganisms for scientific studies establishing from its very beginning research culture collections (CC). Later on, to better serve different scientific fields and bioindustries with the increasing number of strains of scientific, medical, ecological and biotechnological importance public service CC were established with the specific aims to support their user communities. Currently, the more developed public service CC are recognised as microBiological Resources Centres (mBRC). mBRC are considered to be one of the key elements for sustainable international scientific infrastructure, which is necessary to underpin successful delivery of the benefits of biotechnology, whether within the health sector, the industrial sector or other sectors, and in turn ensure that these advances help drive economic growth. In more detail, mBRCs are defined by Organisation for Economic Co-operation and Development (OECD) as service providers and repositories of the living cells, genomes of organisms, and information relating to heredity and functions of biological systems. mBRCs contain collections of culturable organisms (e.g., microorganisms, plant, animal cells), replicable parts of these (e.g. genomes, plasmids, virus, cDNAs), viable but not yet culturable organisms, cells and tissues, as well as database containing molecular, physiological and structural information relevant to these collections and related bioinformatics. Thus mBRCs are fundamental to harnessing and preserving the world’s microbial biodiversity and genetic resources and serve as an essential element of the infrastructure for research and development. mBRCs serve a multitude of functions and assume a range of shapes and forms. Some are large national centres performing a comprehensive role providing access to diverse organisms. Other centres play much narrower, yet important, roles supplying limited but crucial specialised resources. In the era of the knowledge-based bio-economy mBRCs are recognised as vital element to underpinning the biotechnology.