Ensemble Stream Model for Data-Cleaning in Sensor Networks

Ensemble Stream Modeling and Data-cleaning are sensor information processing systems have different training and testing methods by which their goals are cross-validated. This research examines a mechanism, which seeks to extract novel patterns by generating ensembles from data. The main goal of label-less stream processing is to process the sensed events to eliminate the noises that are uncorrelated, and choose the most likely model without over fitting thus obtaining higher model confidence. Higher quality streams can be realized by combining many short streams into an ensemble which has the desired quality. The framework for the investigation is an existing data mining tool. First, to accommodate feature extraction such as a bush or natural forest-fire event we make an assumption of the burnt area (BA*), sensed ground truth as our target variable obtained from logs. Even though this is an obvious model choice the results are disappointing. The reasons for this are two: One, the histogram of fire activity is highly skewed. Two, the measured sensor parameters are highly correlated. Since using non descriptive features does not yield good results, we resort to temporal features. By doing so we carefully eliminate the averaging effects; the resulting histogram is more satisfactory and conceptual knowledge is learned from sensor streams. Second is the process of feature induction by cross-validating attributes with single or multi-target variables to minimize training error. We use F-measure score, which combines precision and accuracy to determine the false alarm rate of fire events. The multi-target data-cleaning trees use information purity of the target leaf-nodes to learn higher order features. A sensitive variance measure such as f-test is performed during each node’s split to select the best attribute. Ensemble stream model approach proved to improve when using complicated features with a simpler tree classifier. The ensemble framework for data-cleaning and the enhancements to quantify quality of fitness (30% spatial, 10% temporal, and 90% mobility reduction) of sensor led to the formation of streams for sensor-enabled applications. Which further motivates the novelty of stream quality labeling and its importance in solving vast amounts of real-time mobile streams generated today.

La détermination des droits et des obligations relatifs à l'aide sociale en Allemagne : le cas des individus seuls aptes à l'emploi

Ce mémoire vise à comprendre la détermination des droits et des obligations relatifs aux individus seuls aptes à l’emploi bénéficiant de l’aide sociale allemande entre 1990 et 2012. Tout d’abord, il passe en revue les principaux mécanismes formels de fixation et d’actualisation des droits monétaires présents dans la plupart des pays de l’OCDE et montre par quels moyens l’Allemagne détermine la générosité des revenus de l’aide sociale. Soulevant le caractère plutôt arbitraire de ces mécanismes, il poursuit en soutenant que la générosité relative des droits et des obligations des individus seuls aptes à l’emploi peut principalement s’expliquer en des termes de conditionnalité et de mérite. Par le biais d’une revue de la littérature sur le sujet, le mémoire illustre comment les dynamiques catégorielles et la construction des programmes de dernier recours allemands en viennent à refléter une hiérarchie implicite du mérite expliquant à la fois la générosité plus faible des droits monétaires et la plus grande conditionnalité des droits sociaux visant les bénéficiaires seuls aptes à l’emploi. Finalement, il soutient que la construction du régime concernant les individus aptes à l’emploi en Allemagne doit se comprendre selon l’utilisation des droits et des obligations en tant que levier de régulation de l’individu et du marché du travail. Dans cette optique, le mémoire montre que les réformes Hartz du marché du travail ont non seulement formalisé le tournant pris vers l’activation du sans-emploi en Allemagne, mais que la construction particulière du nouveau régime de droits et d’obligations visant les individus aptes reflète ultimement l’objectif de diminution du chômage via la création d’emplois dans le secteur des bas salaires.

Soixante ans de règlements de compte au Québec

Objectifs. Les objectifs de ce mémoire sont au nombre de deux. Le premier objectif est scindé en deux : l’objectif 1A est d’évaluer l’apport et la validité/fiabilité de l’analyse descriptive des règlements de compte amorcée par Cordeau dans sa thèse de doctorat de 1991 puis d’étendre la portée de cette analyse descriptive de part et d’autre des années 1970-1986. Ceci sera fait afin de voir si les règlements de compte de la période de Cordeau diffèrent de notre ensemble; l’objectif 1B est d’évaluer différents taux afin de voir lesquels nous permettent de mieux comprendre les grandes tendances des règlements de compte et leurs vagues. Enfin, le deuxième objectif est d’utiliser l’analyse de réseau afin de confirmer certains points ressortant de l’analyse descriptive des règlements de comptes et d’analyser la structure sociale du règlement de compte au Québec entre 1953 et 2013. Méthodologie. En faisant appel à Allô Police et plusieurs autres sources médiatiques, nous avons constitué une base de données des règlements de comptes québécois entre de 1953 à 2013. Nos analyses font appel à une approche holistique qui intègre à la fois l’analyse statistique descriptive, les tableaux croisés, l’analyse temporelle et l’analyse de réseau afin de bien cerner la question des règlements de compte. Résultats. Nos principaux résultats sont au nombre de quatre: 1) les grandes tendances qu’avait trouvées Cordeau entre 1970-1986 s’appliquent pour l’ensemble des règlements de compte de 1953 à 2013. Ainsi, peu de variations importantes ont été observées entre nos règlements de compte et ceux de Cordeau ; 2) les taux alternatifs se basant sur la population carcérale ou criminelle ne permettent pas de mieux comprendre les règlements de compte par rapport à un taux basé sur la population générale. Par contre, les proportions proposées par Morselli et al (2008) amènent une meilleure conception des périodes d’effervescences du milieu; 3) les groupes criminels qui sont plus exposés à la violence sont aussi ceux qui ont le plus recours à la violence et; 4) les indépendants occupent une place importante parmi les victimes de règlements de compte et ont donc une place importante dans le milieu criminel. Conclusion. Nos résultats font état du besoin d’intégrer différentes approches théoriques et méthodologiques afin de bien cerner la question complexe qu’est le règlement de compte. Avec les avenues de recherches identifiées à la fin de ce mémoire, nous espérons que la relève sera en mesure de mettre à profit les apprentissages de ce mémoire.

Preferência do local de cuidados dos doentes em fim de vida: revisão sistemática da literatura

PROBLEMÁTICA: Com o aumento da população e comummente com o aumento de doenças crónicas, leva a um crescimento de doentes que necessitam de cuidados paliativos. A intervenção em cuidados paliativos visa o alívio do sofrimento e melhorar a qualidade de vida do doente e sua família, respeitando as suas preferências e desejos. Os profissionais de saúde necessitam de formação em Cuidados Paliativos, respeitando as expetativas dos doentes e permitir que a pessoa seja cuidada no seu local preferido de cuidados e não recorrer consecutivamente a urgências e internamentos de agudos. OBJETIVOS: Demonstrar a importância da identificação da preferência do local de cuidados dos doentes em fim-de-vida, compreender a importância do planeamento de cuidados e Diretivas antecipadas de vontade (DAV), relacionar a escolha do local de cuidados com o local de morte, identificar os fatores que influenciam e condicionam a escolha do local de cuidados dos doentes em fim-de-vida e por fim, perceber a organização e qualidade dos serviços. DESENHO: Revisão sistemática da literatura que inclui estudos de natureza qualitativa. METODOLOGIA: Foram incluídos oito estudos, publicados entre 1 de Janeiro de 2016 e 31 de Agosto 2016, pesquisados em bases de dados de referência e com acesso ao texto integral. RESULTADOS: Este estudo demonstra a importância das preferências dos doentes e serem registadas, a importância das Diretivas Antecipadas de Vontade, bem como o planeamento do cuidado de forma antecipada. É fundamental ter em conta os fatores que influenciam e condicionam a escolha do local de cuidados. CONCLUSÃO: Deve dar-se importância às preferências do local de cuidado dos doentes em fim-de-vida. Os doentes em fim-de-vida na sua globalidade preferem ser cuidados e morrerem em casa. As equipas multidisciplinares desenvolvem um papel preponderante no cuidado aos doentes em fim-de-vida. Quando os cuidados prestados são de alta qualidade, permite ao doente ser cuidado e morrer no seu local preferido.

Conshumano: Os novos media na sociedade de consumo

Uneasy by the consumerism of the society of our days, this thesis embodies a reflection and a research about the influence of the new media over a behavior standardization, which results in the creation of the artistic project “Conshumano”. Looking up for a description and a critical integration of various converging concepts of this social paradigm, which lead to a growing tendency of the consumption: Capitalism, Industrialization, New Technologies, Cultural Industry, Mass Media or Globalization. Focusing the research on the concepts presented, developed a theoretical framework that relates different authors and artistic examples. Embracing art as an active agent of social life, concepts such as Video-Art or Interactive Art gain evident shape, as they establish essentially the basis for the interactive multimedia instalation accomplished by this project. The possibility of young artists resort to new ways to produce their works is an emerging factor today, and in this project the new technologies were used creatively as an artistic medium, with a view to developing an artistic, active and interventionist citizenship. Finally, lying properly contextualized in this paper, was presented the exhibition of interactive multimedia installation “Conshumano: os novos media na sociedade de consumo”, at National Museum Grão Vasco, in Viseu. Art is seen as a creative and alternative critique of the consumerism and as a way to interact socially, which aims to create a self-analysis for the society about the act of purchasing.

Young adults’ perceptions of and affective bonds to a rural tourism community

Many rural areas, in Sweden and worldwide, experience population decline where the young leave for education and work in urban areas. Employment has declined in several rural industries, such as agriculture, forestry, and fishing, while growing in other industries are often located in urban areas. Politicians and organizations have put much hope in tourism as a tool of rural development, but can tourism help reverse the rural out-migration trend among young adults? This paper explores how tourism affects young inhabitants’ perceptions of and affective bonds to a rural area in Sweden, the ski resort of Sälen. Students from the 1993–1995 elementary school graduating classes were interviewed about their migration history, childhood, and view of and ties to Sälen. The respondents experience that tourism contributes to a more vital community incorporating influences from elsewhere, but without eliminating the positive aspects of rural life. The regular flow of people – tourists, seasonal workers, and entrepreneurs – passing through Sälen presents opportunities to extend one’s social network that are widely appreciated by respondents. The high in and out mobility constitutes a key part of Sälen’s character. Contributions from tourism – such as employment, entertainment, leisure, and opportunities to forge new social relationships – are available during the adult transition, the life phase when rural areas are often perceived as least attractive. Even though out-migration occurs in Sälen, and some respondents still find Sälen too small, tourism has clearly increased the available opportunities and contributed significantly to making Sälen more attractive to young adults.

Représentations des langues et des identités : le cas de la diaspora serbe au sud de la France

Nous proposons d’interroger, dans cette contribution, les représentations sociolinguistiques des immigrés issus de la diaspora ex-yougoslave, installés au sud de la France, qui vivent au quotidien le contact entre la langue maternelle (langue de la maison ou de l’environnement familial) et le français (langue de l’environnement social). Les réflexions que nous proposons ici s’insèrent dans le projet « Représentations des langues et des identités en Méditerranée en contexte plurilingue » (EA739 Dipralang). Notre étude de cas permet d’explorer les frontières de ce projet (langues de migration plutôt que langues minoritaires d’implantation historique) et le rôle des représentations sociolinguistiques dans la structuration des identités de leurs locuteurs.

Perfil de la estrategia político-militar de las FARC, Sendero Luminoso, y el EPP

El interés de esta investigación es realizar un estudio relativo a la estrategia de las Fuerzas Armadas Revolucionarias de Colombia, Sendero Luminoso, y el Ejército del Pueblo Paraguayo. Se analiza y explica estos actores armados no estatales perfilan una estrategia que vincula a la guerra irregular como medio militar para alcanzar sus objetivos políticos. Este trabajo efectuará un análisis de alcance explicativo mediante la tipología de monografía, en el cual se establezca la estrategia y su vinculación con los aspectos políticos y los medios militares de los tres actores objeto de este estudio. Por consiguiente, se realizará un uso de elementos teóricos y conceptuales que permitan dar alcance a la relación entre las variables de este trabajo.

O reiki para cuidar de quem cuida

“O Reiki para Cuidar de Quem Cuida” surge de vivências hospitalares de profissionais de saúde que solicitam e recorrem a sessões do Projeto “Terapia de Reiki/Shiatsu aos profissionais de Saúde do serviço de obstetrícia e bloco de partos”, referindo dores, stress, ansiedade e mal-estar. Objetivos: dar visibilidade ao Reiki como técnica terapêutica no cuidar e avaliar o Burnout dos profissionais de saúde antes e após sessão de Reiki. Metodologia: sensibilização para Reiki e Burnout, aplicação de questionários, tratamento de dados, pesquisa bibliográfica. Resultados: os profissionais de saúde necessitam de mais informação e de mais sessões de Reiki que referem ser muito úteis e promotoras de bem-estar; encontram-se em nível Médio de Burnout, reduzindo os valores após o Reiki. Conclusões: o Reiki reduz o Burnout, a sua inclusão na prática de enfermagem traduz-se em ganhos em saúde para si e para os utentes; ABSTRACT: Title: Reiki: Caring for Those who Care “Reiki: Caring for Those who Care” arised from health personnel’s experiences who request and resort to the project’s sessions “Reiki Therapy/Shiatsu to the Health Personnel of the Maternity and of the Obstetric/Gynecological Emergency Department”, who refer pain, stress, anxiety and malaise. Objectives: Presenting Reiki as a therapeutic technique in caring and evaluate health personnel’s Burnout before and after Reiki sessions. Methods: Raising awareness to Reiki and Burnout, questionnaires, data treatment, bibliographic research. Results: Health personnel need more information and more Reiki sessions, which refer being useful and wellbeing promoters; they experience a medium level of Burnout, having this value decreased after Reiki sessions. Conclusions: Reiki reduces Burnout, and its inclusion in the nursing practice results in health personnel’s and patient’s health outcomes.

Using a Dialogue Manager to Improve Semantic Web Search

Question Answering systems that resort to the Semantic Web as a knowledge base can go well beyond the usual matching words in documents and, preferably, find a precise answer, without requiring user help to interpret the documents returned. In this paper, the authors introduce a Dialogue Manager that, through the analysis of the question and the type of expected answer, provides accurate answers to the questions posed in Natural Language. The Dialogue Manager not only represents the semantics of the questions, but also represents the structure of the discourse, including the user intentions and the questions context, adding the ability to deal with multiple answers and providing justified answers. The authors’ system performance is evaluated by comparing with similar question answering systems. Although the test suite is slight dimension, the results obtained are very promising.

Mechanical properties of adobe blocks used in building construction in Huambo Province - Angola

Despite significant advances in building technologies with the use of conventional construction materials (as concrete and steel), which significantly have driven the construction industry, earth construction have demonstrated its importance and relevance, as well as it has matched in an efficient and eco-friendly manner the social housing concerns. The diversity of earth construction techniques allowed this material to adapt to different climatic, cultural and social contexts until the present time. However, in Angola, the construction with earth is still associated with population fringes of weak economic resources, for which, given the impossibility of being able to acquire modern construction materials (steel, cement, brick, among others), they resort to the use of available natural materials. Furthermore, the lack of scientific and technical knowledge justifies the negative appreciation of traditional building techniques, and the derogatory way how are considered the earth constructions in Angolan territory. Given the country's current development status, and taking into account the environmental requirements and the real socio-economic sustainability of Angola, it is considered that one of the viable and adequate options, could be the recovering and upgrading of the ancestral techniques of earth construction. The purpose of this research is to develop the technical and scientific knowledge in order to improve and optimize these construction solutions, responding to the real problems of housing quality as well as to the current social, economic and environmental sustainability requirements. In this paper, a description of the physical and mechanical characteristics of the adobes typically used in the construction of traditional houses in some localities of Huambo, province in Angola, is carried out. The methodology was based on mechanical in-situ testing in adobe blocks manufactured with traditional procedures: i) tensile strength evaluated with the bending test and compressive strength test on earth blocks specimens; and, ii) durability and erodibility test by Geelong method adopting the New Zealand standard (NZS) procedures (4297: 1998; 4297: 1998 and 4297: 1999). The results allow the characterization of the materials used in the construction of raw earth in the Huambo region, contributing to the development of knowledge of these sustainable and traditional housing constructive solutions with a strong presence in Angola [1, 2]. This study is part of a larger project in the area of Earth Construction [3], which aims to produce knowledge which can stimulate the use of environmental friendly construction materials and contribute to develop constructive solutions with improved performance, durability, comfort, safety and sustainability.

LEGISLAÇÃO AMBIENTAL BRASILEIRA E OS IMPACTOS SOCIOAMBIENTAIS DOS GRANDES EMPREENDIMENTOS TURÍSTICOS EM FLORIANÓPOLIS

Este trabalho analisa a dinâmica geográfica e econômica instaurada no processo de apropriação de capital e domínio do espaço, efetivada por parte dos grandes empreendimentos turísticos de Florianópolis, utilizando o caso do Condomínio Residencial Costão Golf como objeto de estudo. Também é destacada a participação comunitária no caso Il Campanário Villaggio Resort e no caso Porto da Barra. São identificados os Princípios do Direito Ambiental, a Legislação Ambiental do Brasil, as fases de urbanização em Florianópolis, o surgimento dos grandes empreendimentos turísticos na capital catarinense, e suas relações com as comunidades locais onde atuam. Ao final, são analisadas as relações dos grandes empreendimentos turísticos de Florianópolis com o Poder Público, que afrontam os Princípios do Direito Ambiental e a Legislação Ambiental do Brasil, possibilitando impactos socioambientais como a contaminação do Aqüífero Ingleses com o manejo do gramado de um campo de golfe.

INTEGRACIÓN ESPACIAL Y ESPECTRAL DE IMÁGENES FOTOGRÁFICAS: EL CASO DE OROSI, PARAÍSO, CARTAGO – COSTA RICA

Los sensores remotos proveen imágenes que según sus características permiten determinar cambios en el uso de la tierra. Se han desarrollado sensores con alto potencial para llevar a cabo este tipo de trabajo, aunque en ocasiones es difícil tener todos los elementos para discriminar los objetos en una misma imagen, por ello recurrimos a transformaciones para la consecución de los objetivos. Este artículo constituye un subproducto del proyecto “Análisis de los cambios del uso de la tierra en el distrito de Orosi, utilizando datos teledetectados de los proyectos CENIGA1 (TERRA 97) y CARTA2 2003: período 1997-2003”. En el caso de Carta 2003 y Spot se presenta una coincidencia temporal pero no espacial ni espectral. El objetivo es ofrecer técnicas de transformación de imágenes fotográficas y multiespectrales del proyecto Carta 2003, así como una imagen de la plataforma del Spot. Las transformaciones de las imágenes permitieron cambiar la resolución espacial y espectral, las cuales variaban de 2 a 30 metros espacialmente y de 1 a 50 en su espectro. Para los objetivos de la investigación se seleccionaron 9 bandas a las cuales fue posible aplicarles las transformaciones. Se obtuvo resultante de 2 metros de resolución espacial y 9 bandas espectrales. Utilizando las resultantes se realizó la clasificación supervisada, con lo cual se obtuvo un mayor nivel de detalle en la delimitación de los diferentes usos presentes en el área de estudio. ABSTRACT Remote sensors supply images that, according to their characteristics, allow for determining changes in land use. Sensors have been developed with a high potential to carry out this type of work, although on occasion it is difficult to have all of the elements to distinguish the objects in the same image, and for that we resort to transformations to attain the objectives. This article constitutes a byproduct of the project: “Analysis of Land Use Changes in the District of Orosi, Using Remote Sensing Data of the Projects CENIGA (TERRA 97) and CARTA 2003: Period 1997-2003”. CARTA 2003 and Spot present temporary coincidence but not spatial or spectral. The objective is to offer techniques of transforming photographic images and multispectrals of the CARTA 2003 project, such as an image of the Spot platform. Transformation of the images allowed for changing the spatial and spectral resolution, which varied from 2 to 30 meters spatially and from 1 to 50 in their spectrum. For the objectives of the investigation, nine bands were selected to which it was possible to apply the transformations, and with them managed to obtain results of 2 meters of spatial resolution and 9 spectral bands. Utilizing the results, the supervised classification was realized, obtaining a greater level of detail in defining the different uses present in the area of study.

Small Area Estimation of Economic Security

The objective of this thesis is the small area estimation of an economic security indicator. Economic security is a complex concept that carries a variety of meanings. In the literature there is no a formal unambiguous definition for economic security and in this work we refer to the definition recently provided for its opposite, economic insecurity, as the “anxiety produced by the possible exposure to adverse economic events and by the anticipation of the difficulty to recover from them” (Bossert and D’Ambrosio, 2013). In the last decade interest for economic insecurity/security has grown constantly, especially since the financial crisis of 2008, but even more in the last year after the economic consequences due to the Covid-19 pandemic. In this research, economic security is measures through a longitudinal indicator that takes into account the income levels of Italian households, from 2014 to 2016. The target areas are groups of Italian provinces, for which the indicator is estimated using longitudinal data taken from EU-SILC survey. We notice that the sample size is too low to obtain reliable estimates for our target areas. Therefore we resort to some Small Area Estimation strategies to improve the reliability of the results. In particular we consider small area models specified at area level. Besides the basic Fay-Herriot area-level model, we propose to consider some longitudinal extensions, including time-specific random effects following an autoregressive processes of order 1 (AR1) and a moving average of order 1 (MA1). We found that all the small area models used show a significant efficiency gain, especially MA1 model.

Le ricadute dei vincoli di bilancio europei sugli Enti territoriali. Nuove norme per la stabilità.

La disciplina del pareggio di bilancio è in continua evoluzione, soprattutto a fronte delle nuove esigenze finanziarie per contrastare la pandemia. Questo elaborato, studiando la governance economica strutturata dopo la crisi dei debiti, le derivanti scelte italiane in materia di costituzionalizzazione del pareggio di bilancio e le conseguenze sulle autonomie locali, dimostra come il sistema di gestione delle finanze pubbliche a livello comunitario si stia completando, generando un rapporto normativo ciclico tra il livello europeo e quello locale. Ne è emersa una conflittualità tra le Regioni e lo Stato, che è analizzata al fine di comprendere la giustiziabilità costituzionale del pareggio di bilancio, osservando le esigenze di bilanciamento tra l’equilibrio finanziario e la tutela dei diritti sociali. La Corte Costituzionale ha recentemente conferito, in via giurisprudenziale, alla Corte dei Conti la potestà di svolgere un controllo diretto di costituzionalità del rispetto dell’equilibrio di bilancio degli enti nazionali e territoriali. Particolare attenzione viene data, poi, a seguito degli effetti della pandemia da Covid-19 sui bilanci degli Stati. A fronte della crisi pandemica, per la prima volta dall’approvazione del TSCG, la Commissione ha attivato la clausola di salvaguardia generale per sospendere il Patto di Stabilità (c.d. escape clause). Questa clausola ha permesso ai Paesi di ricorrere agli scostamenti di bilancio. Viene infine analizzato il piano “Next Generation EU”, che centralizza i prestiti verso gli Stati membri nel bilancio dell’Unione ed attinge dal mercato dei capitali le risorse necessarie per finanziare un totale di 750 miliardi, attraverso l’emissione di obbligazioni “Eu Bills”. Per la prima volta nella storia, l’Unione, nelle parole della Commissione, agisce sui mercati come se fosse uno Stato. La portata straordinaria del NGEU, con l’emissione di titoli europei, porta ad una sostanziale mutualizzazione dei debiti ed appare come un passo fondamentale verso il completamento dell’UEM e di un sistema federale.