2,143 research outputs found

    Edit Distance-Based Classification of Symbol Sequences

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    There are many types of sequences on which classification algorithms are applied. Sequences of symbols with information on the relation between every two direct successors (referred to as link information) is one of these. A common approach for classification of such sequences is to only consider the symbols and disregard the link information. However, this can be at the expense of the quality of the classifications. In this thesis, we show how the edit distance can be used to classify sequences based on its symbols as well as its link information. The edit distance is an alignment-based pairwise dissimilarity metric. Its definition depends on the structural representation of the instances that are compared. The set of edit operations determines in which ways instances can be modified. Applying an edit operation comes with a certain edit cost that is given by its cost function. The edit distance between two instances is the least expensive sequence of edit operations that transforms the one into the other. The symbols, link information and order of a sequence can be represented by the attributed graph data structure. For every edit operation, a model of its impact has been presented. The cost function of an edit operation is based on the variable(s) on which the model of its impact relies. The cost functions are defined in the edit cost model. Using the parameters of the edit cost model, the definition of the cost functions can be controlled. The edit distance is optimized for classification by finding the values of the edit cost model's parameters that minimize the average intra-class dissimilarity and maximize the average inter-class dissimilarity. Results of experiments conducted on real and artificial data show that classifications based on the edit distance can outperform both models that only incorporate symbols and models that incorporate the symbols, link information and order of sequences. In addition, the results show that the classification performance is positively correlated with the length of the sequences. A limitation of the presented method is that optimization of the edit distance can be computationally expensive.Electrical Engineering, Mathematics and Computer ScienceIntelligent System

    Seabed foraging by Antarctic krill: Implications for stock assessment, bentho-pelagic coupling, and the vertical transfer of iron

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    A compilation of more than 30 studies shows that adult Antarctic krill (Euphausia superba) may frequent benthic habitats year-round, in shelf as well as oceanic waters and throughout their circumpolar range. Net and acoustic data from the Scotia Sea show that in summer 2-20% of the population reside at depths between 200 and 2000 m, and that large aggregations can form above the seabed. Local differences in the vertical distribution of krill indicate that reduced feeding success in surface waters, either due to predator encounter or food shortage, might initiate such deep migrations and results in benthic feeding. Fatty acid and microscopic analyses of stomach content confirm two different foraging habitats for Antarctic krill: the upper ocean, where fresh phytoplankton is the main food source, and deeper water or the seabed, where detritus and copepods are consumed. Krill caught in upper waters retain signals of benthic feeding, suggesting frequent and dynamic exchange between surface and seabed. Krill contained up to 260 nmol iron per stomach when returning from seabed feeding. About 5% of this iron is labile, i.e., potentially available to phytoplankton. Due to their large biomass, frequent benthic feeding, and acidic digestion of particulate iron, krill might facilitate an input of new iron to Southern Ocean surface waters. Deep migrations and foraging at the seabed are significant parts of krill ecology, and the vertical fluxes involved in this behavior are important for the coupling of benthic and pelagic food webs and their elemental repositories

    Indico Conference Paper, Slides, Poster Edit

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    In this short e-learning video you can walk through the new Paper, Slides, Poster Edit functionality in Indico Conference. Who and how informs the author of the need to re-edit. How the author re-submits the edited version. Luca Ciabini is 2020 volunteer CERN Summer Student, contributing from his home station. Enjoy!</p

    Sverigebilden : – Bland bruna köttbullar och blåögda blondiner -

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    Abstract The aim of this study is to analyze how the Swedish company VisitSweden and The Swedish institute creates an image of Sweden and what that image looks like? And also to compare their goals and their ways of present Sweden to find out how that contributes to the images of Sweden. The method for this analyze is chosen from the work and theories of Norman Fairclough called “critical discourse analyze.” The analysis focuses on the text and how the text is created and if the author’s opinions are hidden in the words. The method can be applied in many ways. I choose to focus on is what kind of themes the author presents in the text and what meaning the author gives the themes. The other one I focused on is how the author addresses the reader of the text trough the choice of words and sentences. The third one is analyzing how the author says thing in the text, if the author agrees with certain statements ore if the author takes a very authoritarian expression in the way of telling things to the readers, which is taken from the work of Roger Fowlers. The material used in the analyzing parts is taken from books concerning discourse analyze. More material is taken from interviewing several employees in VisitSweden and the Swedish institute. The main result of the essay is that the image of Sweden is depending on which company who presents it and their individual goals. The main thing is that Sweden is more and more becoming a brand and that the companies want to sell that brand in different ways. Number of pages: 45 Course: Media and Communication Studies C Period: Fall 2006/2007 University: Division of Media and Communication, Department of Information Science, Uppsala University ___________________________________________ Key words: The image of Sweden, the Swedish institute, VisitSweden, critical discourse analyze, Sweden as a brand, selling a country, goals to make PR for a country, how to present a country to foreigners

    Batch Substring Edit Distance

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    A tool for batch computing substring edit distances between the full texts of novels in order to detect duplicates. See GitHub for further information. See also Author Name and Title Comparer

    El planeamiento estratégico en la universidad argentina: aspectos problemáticos

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    Mucho se habla en las dos últimas décadas del planeamiento estratégico y de sus potencialidades y prácticamente no existe hoy organización, pública o privada, que escape a la aplicación de esta herramienta de gestión. Su técnica se enseña en nuestras universidades y da razón a la existencia de asignaturas, cursos y hasta alguna especialización de posgrado, no obstante en ellas se ha hecho una aplicación casi nula de este modelo de planificación. Ante esta situación nos preguntamos cuáles han sido las razones que han determinado este estado de cosas y este trabajo intenta analizar algunas variables que entendemos son determinantes para comprenderlo. Iniciaremos nuestro análisis, planteando cuáles son los requisitos mínimos que se deben reunir para poder desarrollar un planeamiento estratégico y luego intentaremos evaluar cómo éstos se encuentran o no presentes en nuestras instituciones. Finalmente intentaremos aventurar algunas opciones que intentan superar las restricciones que se observan.Fil: Vega, Roberto Ismael. Universidad Nacional de Mar del Plata. Facultad de Ciencias Económicas y Sociales; Argentina
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