O Tratamento da Violência na Informação de Serviço Público: o Caso da RTP

Dissertação apresentada à Escola Superior de Comunicação Social como parte dos requisitos para obtenção de grau de mestre em Audiovisual e Multimédia.

SOLAP+

Trabalho apresentado no âmbito do Mestrado em Engenharia Informática,como requisito parcial para obtenção do grau de Mestre em Engenharia Informática

Integer and Fractional Order Entropy Analysis of Earthquake Data-series

This paper studies the statistical distributions of worldwide earthquakes from year 1963 up to year 2012. A Cartesian grid, dividing Earth into geographic regions, is considered. Entropy and the Jensen–Shannon divergence are used to analyze and compare real-world data. Hierarchical clustering and multi-dimensional scaling techniques are adopted for data visualization. Entropy-based indices have the advantage of leading to a single parameter expressing the relationships between the seismic data. Classical and generalized (fractional) entropy and Jensen–Shannon divergence are tested. The generalized measures lead to a clear identification of patterns embedded in the data and contribute to better understand earthquake distributions.

Multidimensional Scalling Analysis of the World Economy During the Period 1972-2012

The last 40 years of the world economy are analyzed by means of computer visualization methods. Multidimensional scaling and the hierarchical clustering tree techniques are used. The current Western downturn in favor of Asian partners may still be reversed in the coming decades.

An automatic voice pleasantness classification system based on prosodic and acoustic patterns of voice preference

In the last few years the number of systems and devices that use voice based interaction has grown significantly. For a continued use of these systems the interface must be reliable and pleasant in order to provide an optimal user experience. However there are currently very few studies that try to evaluate how good is a voice when the application is a speech based interface. In this paper we present a new automatic voice pleasantness classification system based on prosodic and acoustic patterns of voice preference. Our study is based on a multi-language database composed by female voices. In the objective performance evaluation the system achieved a 7.3% error rate.

Recurrence After Operative Management of Intrahepatic Cholangiocarcinoma

INTRODUCTION: Data on recurrence after operation for intrahepatic cholangiocarcinoma (ICC) are limited. We sought to investigate rates and patterns of recurrence in patients after operative intervention for ICC. METHODS: We identified 301 patients who underwent operation for ICC between 1990 and 2011 from an international, multi-institutional database. Clinicopathologic data, recurrence patterns, and recurrence-free survival (RFS) were analyzed. RESULTS: During the median follow up duration of 31 months (range 1-208), 53.5% developed a recurrence. Median RFS was 20.2 months and 5-year actuarial disease-free survival, 32.1%. The most common site for initial recurrence after operation of ICC was intrahepatic (n = 98; 60.9%), followed by simultaneous intra- and extrahepatic disease (n = 30; 18.6%); 33 (21.0%) patients developed extrahepatic recurrence only as the first site of recurrence. Macrovascular invasion (hazard ratio [HR], 2.08; 95% confidence interval [CI], 1.34-3.21; P < .001), nodal metastasis (HR, 1.55; 95% CI, 1.01-2.45; P = .04), unknown nodal status (HR, 1.57; 95% CI, 1.10-2.25; P = .04), and tumor size ≥5 cm (HR, 1.84; 95% CI, 1.28-2.65; P < .001) were independently associated with increased risk of recurrence. Patients were assigned a clinical score from 0 to 3 according to the presence of these risk factors. The 5-year RFS for patients with scores of 0, 1, 2, and 3 was 61.8%, 36.2%, 19.5%, and 9.6%, respectively. CONCLUSION: Recurrence after operative intervention for ICC was common. Disease recurred both at intra- and extrahepatic sites with roughly the same frequency. Factors such as lymph node metastasis, tumor size, and vascular invasion predict highest risk of recurrence.

Probabilistic constraint reasoning

Dissertação apresentada para obtenção do Grau de Doutor em Engenharia Informática, pela Universidade Nova de Lisboa, Faculdade de Ciências e Tecnologia

Estudo de soluções de otimização para edifícios de balanço energético nulo

Dissertação para obtenção do Grau de Mestre em Engenharia Civil – Perfil de Construção

Efficient advertising strategies for the fragrance market

A Work Project, presented as part of the requirements for the Award of a Masters Degree in Management from the NOVA – School of Business and Economics

The late adopter scale: A measure of late adopters of technological innovations

Diffusion of Innovation is a topic of interest for researchers and practitioners. Although substantial research is conducted on user categories, researchers often focus on the first half of the curve, ignoring the late adopters. We conduct two studies to measure the attributes of late adopters. In our first study of mobile phone users, we develop the Late-Adopter Scale. We then test it on a sample of laptop users. This scale is multi-dimensional, presents nomological and discriminant validity and has three dimensions: 1) rate of adoption, 2) resistance to innovation, and 3) skepticism. Findings reveal that all three Late Adopter Scale dimensions are significantly associated with low price preference. Moreover, in both samples skepticism is associated with high preference for simple products, lower leading edge status, and lower product involvement. Discussion focuses on implications of this new scale to theory and practice of new product development and diffusion of innovation.

The Data Mining applied for the prediction of highway roughness due to overloaded trucks

Currently, the quality of the Indonesian national road network is inadequate due to several constraints, including overcapacity and overloaded trucks. The high deterioration rate of the road infrastructure in developing countries along with major budgetary restrictions and high growth in traffic have led to an emerging need for improving the performance of the highway maintenance system. However, the high number of intervening factors and their complex effects require advanced tools to successfully solve this problem. The high learning capabilities of Data Mining (DM) are a powerful solution to this problem. In the past, these tools have been successfully applied to solve complex and multi-dimensional problems in various scientific fields. Therefore, it is expected that DM can be used to analyze the large amount of data regarding the pavement and traffic, identify the relationship between variables, and provide information regarding the prediction of the data. In this paper, we present a new approach to predict the International Roughness Index (IRI) of pavement based on DM techniques. DM was used to analyze the initial IRI data, including age, Equivalent Single Axle Load (ESAL), crack, potholes, rutting, and long cracks. This model was developed and verified using data from an Integrated Indonesia Road Management System (IIRMS) that was measured with the National Association of Australian State Road Authorities (NAASRA) roughness meter. The results of the proposed approach are compared with the IIRMS analytical model adapted to the IRI, and the advantages of the new approach are highlighted. We show that the novel data-driven model is able to learn (with high accuracy) the complex relationships between the IRI and the contributing factors of overloaded trucks

New integrative computational approaches unveil the Saccharomyces cerevisiae pheno-metabolomic fermentative profile and allow strain selection for winemaking

During must fermentation by Saccharomyces cerevisiae strains thousands of volatile aroma compounds are formed. The objective of the present work was to adapt computational approaches to analyze pheno-metabolomic diversity of a S. cerevisiae strain collection with different origins. Phenotypic and genetic characterization together with individual must fermentations were performed, and metabolites relevant to aromatic profiles were determined. Experimental results were projected onto a common coordinates system, revealing 17 statistical-relevant multi-dimensional modules, combining sets of most-correlated features of noteworthy biological importance. The present method allowed, as a breakthrough, to combine genetic, phenotypic and metabolomic data, which has not been possible so far due to difficulties in comparing different types of data. Therefore, the proposed computational approach revealed as successful to shed light into the holistic characterization of S. cerevisiae pheno-metabolome in must fermentative conditions. This will allow the identification of combined relevant features with application in selection of good winemaking strains.

Enfoques sobre la ciudadanía. Philosophical Perspectives on Citizenship.

La necesidad que da origen al presente proyecto se relaciona con la ausencia de un tratamiento de la cuestión de la ciudadanía que haga interactuar distintos enfoques filosóficos -el principal indicador de esta carencia es la ausencia de producciones académicas que den cuenta de la complejidad que adquiere la temática si se la aborda desde los problemas que nos proporcionan otras perspectivas filosóficas y políticas-. En este sentido, el problema general del proyecto apunta a hacer discutir diferentes abordajes conceptuales para pensar la ciudadanía. Específicamente, trabajamos a partir de dos enfoques: 1) la discusión entre liberales y comunitaristas y sus actuales derivas y 2) la cuestión de la biopolítica y su relación con la temática de la ciudadanía. Se procura revisar la discusión liberales-comunitaristas propia de las ciencias políticas, interpelándola a partir de conceptos como los de dominación, relaciones de poder, control sobre la vida, disciplina, entre otros provenientes de la filosofía práctica, la teoría social, las ciencias de la educación, etc. Nuestra investigación parte de la hipótesis de que hacer discutir las problemáticas que se disputan liberales-comunitaristas, con la Teoría Crítica de la Escuela de Frankfurt y con los recientes fenómenos biopolíticos, permite un abordaje que atiende a la efectiva complejidad de las prácticas de ciudadanía en nuestra vida en común en las sociedades democráticas contemporáneas. Esto permitirá complejizar los presupuestos con los que tradicionalmente se ha pensado la ciudadanía, a partir sobre todo de los fenómenos socio-políticos más recientes, como los nuevos movimientos sociales, las discusiones acerca de la legislación del aborto y la eutanasia, los esfuerzos de los estados nacionales por incrementar medidas de seguridad que van desde la imposición de fuertes barreras a la inmigración hasta la realización de guerras preventivas. Entendemos que estos, entre otros fenómenos, desafían la hermenéutica tradicional sobre la ciudadanía. Es de esta manera que se buscará comprender los límites y alcances de las ideas de ciudadanía, entendiéndola como un concepto histórico formador de subjetividades. La metodología se basa en una perspectiva interdisciplinaria que proporciona las herramientas para un análisis conceptual de la temática de la ciudadanía. Esta metodología está orientada al desarrollo de un marco teórico que resulte productivo para investigaciones de campo en las ciencias sociales, así como también para la elaboración de un material bibliográfico destinado a docentes abocados a la ciudadanía. Otro de los propósitos fundamentales es el de formar una red entre diferentes equipos de investigación a nivel nacional a partir de las “I Jornadas Nacionales sobre Ciudadanía” y de la organización de un seminario especializado con un profesor visitante. As far as the general topic of citizenship concerns philosophy, the theoretical problem of how to reconcile the different perspectives, assuming that this is an enterprise that can be done, remains an open question. Furthermore, the absence of academic material dealing with the problem seems to be a good indicator of this tendency. The main focus of the present Project aims at coping with some of the most notorious theoretical approaches to citizenship. More specifically, we will analyze the next two approaches: 1) the debate libertarians-communitarians and 2) the relationship between biopolitics and citizenship. Our purpose is to revise the discussion libertarians-communitarians incorporating concepts such as domination, power-relationships, life-control, among others that find their roots in practical philosophy, social theory, education and so on. To the extent that theories of citizenship are only provided with the usual conceptual machinery, some of the most remarkable phenomena of our democratic societies will stand for them out of reach: the existence of new social movements, abortion and euthanasia, inmigration, etc. Our hypothesis is that by making the debate libertarians-communitarians interact with the Critical Theory as well as with biopolitical concepts, we will be in a better position to try to understand these diverse phenomena. With the development of some sort of a new hermeneutics, we expect to criticize the old ideas related to citizenship and to re-elaborate them in a way that allows us to understand this concept in a less-fundamental, historical sense. Methodologically, we will adopt a multi-dimensional approach which expects to be fruitful to many other investigations in the area of social sciences. The Project pretends to be useful as a consultation resource for educators in a bibliographical index to design their curricula. At the same time,a seminar with a visiting profesor, the organization of a Congres will be our main objectives.

Visual data analysis in air traffic management

Visual data mining, multi-dimensional scaling, POLARMAP, Sammon's mapping, clustering, outlier detection

Technological trampolines for new venture creation in Catalonia: the case of the University of Girona

Recent trends in technology transfer show an intensification of spin-off creation as a modality of university research commercialisation, complementary to the conventional ones, contract research and licensing. In this paper we analyse the evolution, objectives, resources and activities of a specialised unit –Technological Trampoline (TT) - in charge of new venture creation at the University of Girona (Catalonia-Spain). Based on two theoretical frameworks, Resource-based-view and Institutional Theory, we adopt a multi-dimensional approach to study the strategy of spinning-off new ventures at the University of Girona in terms of resources and activities, how this process is organised and if the outputs fit with this UdG’s objectives and the local environment. Our main contribution is an in-depth analysis of the spin-off creation unit with special emphasis on its variety of resources and activities. The results have a series of implications and recommendations at both university and TT level.