Meta-heuristics tunning using CBR for dynamic scheduling

This paper addresses the problem of Biological Inspired Optimization Techniques (BIT) parameterization, considering the importance of this issue in the design of BIT especially when considering real world situations, subject to external perturbations. A learning module with the objective to permit a Multi-Agent Scheduling System to automatically select a Meta-heuristic and its parameterization to use in the optimization process is proposed. For the learning process, Casebased Reasoning was used, allowing the system to learn from experience, in the resolution of similar problems. Analyzing the obtained results we conclude about the advantages of its use.

Fundos de investimento imobiliário

Mestrado em Contabilidade e Gestão das Instituições Financeiras

Health, sleep and lack of time: relations to domestic and paid work in nurses

OBJECTIVE: To assess whether reported morbidity and complaints of lack of time and sleep are associated with the burden of professional work and housework among nurses. METHODS: A cross-sectional exploratory study was carried out among female nurses and nurse assistants (N=206) of a public hospital in Rio de Janeiro, Brazil. Data were collected by means of a questionnaire. The prevalence ratio and 95% confidence intervals were estimated. RESULTS: Mean duration of professional work and housework time was 40.4 and 31.6 hours/week, respectively. Long professional working time (over 44 hours/week) were associated with mild emotional disorders (PR=1.37; 95% CI: 1.05-1.80), complaints of lack of time for resting/leisure (PR=1.61; 95% CI: 1.31-1.97), housework (PR=1.48; 95% CI: 1.12-1.97), and childcare (PR=1.99; 95% CI: 1.51-2.63). Long housework time (over 28 hours/week) was associated with lower prevalence of lack of time for childcare (PR=0.62; 95% CI: 0.46-0.84). High housework load was associated with lack of personal time and complaints of varicose veins (PR=1.31; 95% CI: 1.14-1.50 and PR=1.31; 95% CI: 1.08-1.58, respectively). Complaints of varicose veins were also frequent among female nurses with a total work load above 84 hours (PR=1.30; 95% CI: 1.05-1.61), though this group has shown a lower prevalence of arterial hypertension and recurrent headaches (PR=0.35; 95% CI: 0.15-0.83 and PR=0.53; 95% CI: 0.32-0.89, respectively). CONCLUSIONS: Results suggest that both professional and home environments are relevant in the evaluation of work overload on nurses' health and their family and social life. It is stressed the need for instruments for analyzing total workload among female populations.

Arrow Plot: a new graphical tool for selecting up and down regulated genes and genes differentially expressed on samples subgroups

Background: A common task in analyzing microarray data is to determine which genes are differentially expressed across two (or more) kind of tissue samples or samples submitted under experimental conditions. Several statistical methods have been proposed to accomplish this goal, generally based on measures of distance between classes. It is well known that biological samples are heterogeneous because of factors such as molecular subtypes or genetic background that are often unknown to the experimenter. For instance, in experiments which involve molecular classification of tumors it is important to identify significant subtypes of cancer. Bimodal or multimodal distributions often reflect the presence of subsamples mixtures. Consequently, there can be genes differentially expressed on sample subgroups which are missed if usual statistical approaches are used. In this paper we propose a new graphical tool which not only identifies genes with up and down regulations, but also genes with differential expression in different subclasses, that are usually missed if current statistical methods are used. This tool is based on two measures of distance between samples, namely the overlapping coefficient (OVL) between two densities and the area under the receiver operating characteristic (ROC) curve. The methodology proposed here was implemented in the open-source R software. Results: This method was applied to a publicly available dataset, as well as to a simulated dataset. We compared our results with the ones obtained using some of the standard methods for detecting differentially expressed genes, namely Welch t-statistic, fold change (FC), rank products (RP), average difference (AD), weighted average difference (WAD), moderated t-statistic (modT), intensity-based moderated t-statistic (ibmT), significance analysis of microarrays (samT) and area under the ROC curve (AUC). On both datasets all differentially expressed genes with bimodal or multimodal distributions were not selected by all standard selection procedures. We also compared our results with (i) area between ROC curve and rising area (ABCR) and (ii) the test for not proper ROC curves (TNRC). We found our methodology more comprehensive, because it detects both bimodal and multimodal distributions and different variances can be considered on both samples. Another advantage of our method is that we can analyze graphically the behavior of different kinds of differentially expressed genes. Conclusion: Our results indicate that the arrow plot represents a new flexible and useful tool for the analysis of gene expression profiles from microarrays.

Market impact of international sporting and cultural events

We study market reaction to the announcements of the selected country hosting the Summer and Winter Olympic Games, the World Football Cup, the European Football Cup and World and Specialized Exhibitions. We generalize previous results analyzing a large number and different types of mega-events, evaluate the effects for winning and losing countries, investigate the determinants of the observed market reaction and control for the ex ante probability of a country being a successful bidder. Average abnormal returns measured at the announcement date and around the event are not significantly different from zero. Further, we find no evidence supporting that industries, that a priori were more likely to extract direct benefits from the event, observe positive significant effects. Yet, when we control for anticipation, the stock price reactions around the announcements are significant.

Qualidade de vida e espiritualidade em idosos institucionalizados e em comunidade

Mestrado em Fisioterapia.

Ricoeur y la explicitacíon ontológica del postulado de la referencia. El ejemplo de Sócrates, filósofo y poeta

Platón presenta a Sócrates en el Fedón escribiendo poemas. (Cómo puede ser esta posible en el contexto de su pensamiento? Esta es la pregunta que está en el origen del presente artículo. Releemos a Platón, analizando el Fedón con la ayuda de la filosofía de Paul Ricoeur. Procedemos a través de la intersección de los conceptos de metáfora y poiesis, con el objeto de descubrir la génesis del discurso poético y argumentativo. El asunto central que explora este estudio es el problema de la referencia.

Os projetos educativos enquanto manifestações da identidade das instituições e as suas implicações no estabelecimento de parcerias

Dissertação de Mestrado, Educação Pré-Escolar e Ensino do 1º Ciclo do Ensino Básico, 28 de Janeiro de 2013, Universidade dos Açores (Relatório de Estágio).

A perceção da discriminação no mercado de trabalho português

Dissertação de Mestrado, Ciências Económicas e Empresariais, 20 de Fevereiro 2014, Universidade dos Açores.

Biologia e abundância do camarão Plesionika edwardsii (Brandt, 1851) nos Açores

Dissertação de Mestrado, Estudos Integrados dos Oceanos, 15 de Janeiro de 2009, Universidade dos Açores.

Avaliação da eco-eficiência de uma empresa de serviços: caso prático

Mestrado em Engenharia Química

Condições de acessibilidade na universidade: o ponto de vista de estudantes com deficiência

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Comportamentos interactivos das educadoras de infância em salas de creche em função do tipo de actividades e das características estruturais do contexto

O presente artigo pretende examinar a quantidade, qualidade e adequação dos comportamentos interactivos das educadoras em salas de creche, em actividades livres e estruturadas, investigando a sua relação com aspectos de estrutura destes contextos. Participaram neste estudo 30 responsáveis por salas de creche da Área Metropolitana do Porto (incluindo 5 auxiliares de acção educativa). Os comportamentos interactivos das educadoras foram avaliados com a Escala de Interacção Educador-Criança (Farran, & Collins 1995). Os resultados obtidos sugerem que as educadoras exibem maior quantidade de comportamentos interactivos no decurso de actividades estruturadas (r = .65) e que a adequação destes comportamentos é superior quando estes profissionais têm bacharelato ou licenciatura (rь=.57), quando auferem salários superiores (r = .42) e quando despendem menos horas de trabalho directo com as crianças (r = -.37). A qualidade dos comportamentos interactivos está relacionada com o salário auferido (r = .43). As implicações práticas dos resultados obtidos são discutidas com o objectivo de analisar formas possíveis de alcançar níveis de excelência em contextos de educação de infância.

Análise de Resultados de Simulações não Estacionárias Aperiódicas e Cíclicas

Tese de Doutoramento, Matemática (Investigação Operacional), 23 de Setembro de 2006, Universidade dos Açores.

Estudo da reciclagem do banho de caleiro de pele caprina

Mestrado em Engenharia Química