Criação de clusters de clientes de um banco através do self-organizing maps hierárquico: comparação entre HSOM e SOM

Trabalho de Projeto apresentado como requisito parcial para obtenção do grau de Mestre em Estatística e Gestão de Informação

Análise do mercado financeiro baseada em análise técnica com self-organizing maps

Dissertação apresentada como requisito parcial para obtenção do grau de Mestre em Estatística e Gestão de Informação

Osmo- and thermo-adaptation in hyperthermophilic Archaea: identification of compatible solutes accumulation profiles, and biosynthetic routes in Archaeoglobus spp.

Dissertation presented to obtain the Ph.D degree in Biochemistry

Synthesis of new enzyme stabilisers inspired by compatible solutes of hyperthermophilic microorganisms

Dissertation presented to obtain the Ph.D degree in Engineering Sciences and Technology.

State detection in a financial portfolio: a self-organizing maps approach for financial time series

This study analyses financial data using the result characterization of a self-organized neural network model. The goal was prototyping a tool that may help an economist or a market analyst to analyse stock market series. To reach this goal, the tool shows economic dependencies and statistics measures over stock market series. The neural network SOM (self-organizing maps) model was used to ex-tract behavioural patterns of the data analysed. Based on this model, it was de-veloped an application to analyse financial data. This application uses a portfo-lio of correlated markets or inverse-correlated markets as input. After the anal-ysis with SOM, the result is represented by micro clusters that are organized by its behaviour tendency. During the study appeared the need of a better analysis for SOM algo-rithm results. This problem was solved with a cluster solution technique, which groups the micro clusters from SOM U-Matrix analyses. The study showed that the correlation and inverse-correlation markets projects multiple clusters of data. These clusters represent multiple trend states that may be useful for technical professionals.

Where@UM - Dependable organic radio maps

In the past decade, the research community has been dedicating considerable effort into indoor positioning systems based on Wi-Fi fingerprinting techniques, mainly due to their capability to exploit existing infrastructures. Crowdsourcing approaches, also known as organic, have been proposed recently to address the problem of creating and maintaining the corresponding radio maps. In these organic systems, the users of the system build the radio map themselves while using it to estimate their own position/location. However, most of these collaborative methods, proposed by several authors, assume that all the users are honest and committed to contribute to a good quality radio map. In this paper we assess the quality of a radio map built collaboratively and propose a method to classify the credibility of individual contributions and the reputation of individual users. Experimental results are presented for an organic indoor location system that has been used by more than one hundred users over a period of around 12 months.

Search for long-lived, weakly interacting particles that decay to displaced hadronic jets in proton--proton collisions at s√=8 TeV with the ATLAS detector

A search for the decay of neutral, weakly interacting, long-lived particles using data collected by the ATLAS detector at the LHC is presented. This analysis uses the full dataset recorded in 2012: 20.3 fb−1 of proton--proton collision data at s√=8 TeV. The search employs techniques for reconstructing decay vertices of long-lived particles decaying to jets in the inner tracking detector and muon spectrometer. Signal events require at least two reconstructed vertices. No significant excess of events over the expected background is found, and limits as a function of proper lifetime are reported for the decay of the Higgs boson and other scalar bosons to long-lived particles and for Hidden Valley Z′ and Stealth SUSY benchmark models. The first search results for displaced decays in Z′ and Stealth SUSY models are presented. The upper bounds of the excluded proper lifetimes are the most stringent to date.

An algorithmic approach to estimating the minimal number of periodic points for smooth self-maps of simply-connected manifolds

For a given self-map f of M, a closed smooth connected and simply-connected manifold of dimension m ≥ 4, we provide an algorithm for estimating the values of the topological invariant Dm r [f], which equals the minimal number of r-periodic points in the smooth homotopy class of f. Our results are based on the combinatorial scheme for computing Dm r [f] introduced by G. Graff and J. Jezierski [J. Fixed Point Theory Appl. 13 (2013), 63–84]. An open-source implementation of the algorithm programmed in C++ is publicly available at http://www.pawelpilarczyk.com/combtop/.

¿Ideología es compatible con marketing? Estudio comparativo de la comunicación en las campañas presidenciales en América Latina

Existe un discurso muy aceptado en la vida política, en los medios y en parte del sector profesional, que determina que las campañas electorales deben estar exentas de contenidos ideológicos explícitos para ser eficaces. A pesar de la extendida consideración bibliográfica, pero mucho más mediática, respecto a que en la década de los noventa el voto ha perdido gran parte de su sustancia ideológica y se ha orientado a la búsqueda de mensajes e imágenes, las campañas en América Latina (y del mundo en general) han demostrado, entrado el siglo veintiuno, que ello debe relativizarse en parte. En la práctica regional, los eslóganes no dan cuenta plenamente de todo el contenido dentro de las propias campañas, especialmente de las posiciones ideológicas y del uso de la negatividad en el contenido interno de cada mensaje desarrollado. Pero ello no es causal alguna para sostener que las campañas estén despegadas plenamente de planteos ideológicos que, incluso, suelen presentarse de manera explícita, sea por los propios candidatos, sea por la ubicación ideológica que los medios hacen de las propuestas y los partidos, sea también por la propia ubicación que los partidos hacen de sus partidos opositores en términos de franca diferenciación. La investigación intenta ampliar qué se entiende actualmente por ideología para dar paso a una conceptualización del concepto que permita profesionalizar su uso y sistematizar las prácticas discursivas electorales en perspectiva comparada. En esta línea, problematizar la concepción de ideología, es también problematizar qué se entiende por comunicación ideológica y resolver un proceso metodológico que permita confirmar o no el predominio de mensajes ideológicos en las campañas electorales presidenciales en América Latina. En el caso de que las campañas muestren un claro sentido ideológico en su contenido es muy importante identificar cómo se comunica esa ideología en las campañas y esbozar una sistematización respecto a la forma en que ese discurso se presenta para el electorado, tratando de describir el proceso desde el análisis de contenido especialmente. El intento es confirmar si en las últimas campañas presidenciales en América Latina se identifican discursos con claros rasgos ideológicos, si la ideologización viene acompañada de un encuadre de espectacularización y si la personalización no es un impedimento para que se transmitan mensajes ideologizados..

The South pole; an account of the Norwegian Antarctic expedition in the "Fram," 1910-1912, by Roald Amundsen; tr. from the Norwegian by A.G. Chater. With maps and numerous illustrations.

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Catalogue of the books, manuscripts, maps and drawings in the British museum (Natural history) ....

v.3:L-O (1910)

Towards effective research-paper recommender systems and user modeling based on mind maps

Magdeburg, Univ., Fak. für Informatik, Diss., 2015

Catalogue of the books, manuscripts, maps and drawings in the British museum (Natural history) ....

v.8:suppl.P-Z (1940)

Catalogue of the books, manuscripts, maps and drawings in the British museum (Natural history) ....

v.7:suppl.J-O (1933)