1,438 research outputs found

    Some Results for Drawing Area Proportional Venn3 With Convex Curves

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    Many data sets are visualized effectively with area proportional Venn diagrams, where the area of the regions is in proportion to a defined specification. In particular, Venn diagrams with three intersecting curves are considered useful for visualizing data in many applications, including bioscience, ecology and medicine. To ease the understanding of such diagrams, using restricted nice shapes for the curves is considered beneficial. Many research questions on the use of such diagrams are still open. For instance, a general solution to the question of when given area specifications can be represented by Venn3 using convex curves is still unknown. In this paper we study symmetric Venn3 drawn with convex curves and show that there is a symmetric area specification that cannot be represented with such a diagram. In addition, by using symmetric diagrams drawn with polygons, we show that, if area specifications are restricted so that the double intersection areas are no greater than the triple intersection area then the specification can be drawn with convex curves. We also propose a construction that allows the representation of some area specifications when the double intersection areas are greater than the triple intersection area. Finally, we present some open questions on the topic

    Drawing Area-Proportional Euler Diagrams Representing Up To Three Sets

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    Area-proportional Euler diagrams representing three sets are commonly used to visualize the results of medical experiments, business data, and information from other applications where statistical results are best shown using interlinking curves. Currently, there is no tool that will reliably visualize exact area-proportional diagrams for up to three sets. Limited success, in terms of diagram accuracy, has been achieved for a small number of cases, such as Venn-2 and Venn-3 where all intersections between the sets must be represented. Euler diagrams do not have to include all intersections and so permit the visualization of cases where some intersections have a zero value. This paper describes a general, implemented, method for visualizing all 40 Euler-3 diagrams in an area-proportional manner. We provide techniques for generating the curves with circles and convex polygons, analyze the drawability of data with these shapes, and give a mechanism for deciding whether such data can be drawn with circles. For the cases where non-convex curves are necessary, our method draws an appropriate diagram using non-convex polygons. Thus, we are now always able to automatically visualize data for up to three sets

    Distortions to Agricultural Incentives in Kenya

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    Distorted incentives, agricultural and trade policy reforms, national agricultural development, Agricultural and Food Policy, International Relations/Trade, F13, F14, Q17, Q18,

    How Should We Use Colour in Euler Diagrams?

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    This paper addresses the problem of how best to use colour in Euler diagrams. The choice of using coloured curves, rather than black curves, possibly with coloured fill is often made in tools that automatically draw Euler diagrams for information visualization as well as when they are drawn manually. We address the problem by empirically evaluating various different colour treatments: coloured or black curves combined with either no fill or coloured fill. By collecting performance data, we conclude that Euler diagrams with coloured curves and no fill significantly outperform all other colour treatments. Most automated layout algorithms adopt colour fill and are, thus, reducing the effectiveness of the Euler diagrams produced. As Euler diagrams can be used in a multitude of areas, ranging from crime control to social network analysis, our results stand to increase the ability of users to accurately and quickly extract information from their visualizations

    Luke Sunderland, Rebel barons: resisting royal power in medieval culture

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    This is the final version. Available from H-France via the link in this record.

    E-PUR: An Energy-Efficient Processing Unit for Recurrent Neural Networks

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    Recurrent Neural Networks (RNNs) are a key technology for emerging applications such as automatic speech recognition, machine translation or image description. Long Short Term Memory (LSTM) networks are the most successful RNN implementation, as they can learn long term dependencies to achieve high accuracy. Unfortunately, the recurrent nature of LSTM networks significantly constrains the amount of parallelism and, hence, multicore CPUs and many-core GPUs exhibit poor efficiency for RNN inference. In this paper, we present E-PUR, an energy-efficient processing unit tailored to the requirements of LSTM computation. The main goal of E-PUR is to support large recurrent neural networks for low-power mobile devices. E-PUR provides an efficient hardware implementation of LSTM networks that is flexible to support diverse applications. One of its main novelties is a technique that we call Maximizing Weight Locality (MWL), which improves the temporal locality of the memory accesses for fetching the synaptic weights, reducing the memory requirements by a large extent. Our experimental results show that E-PUR achieves real-time performance for different LSTM networks, while reducing energy consumption by orders of magnitude with respect to general-purpose processors and GPUs, and it requires a very small chip area. Compared to a modern mobile SoC, an NVIDIA Tegra X1, E-PUR provides an average energy reduction of 92x

    Feast and Famine: Financial Services for Rural Kenya

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    The paper gives a brief description of the history and main institutional forms in the agricultural and rural financial services sector–commercial banks, the micro-finance industry, savings and credit cooperative societies, village banks, building societies and the Agricultural Finance Corporation. It ends by raising some of the issues that need to be addressed as we begin to deal with the institutional and regulatory framework for the subsector including the cost of funds and the array of existing policy and legislative proposals on the table. The main argument of the paper is that we need to step back and undertake a comprehensive assessment of the sector before government passes new laws, or spends public money in unproductive ways. The paper proposes that the agriculture sector ministries should play a leading role in pushing for that comprehensive assessment.Food Security, Food Policy, Financial Services, Kenya, Micro-finance, Agricultural Finance, Q18,

    Luke Sunderland, Rebel barons: resisting royal power in medieval culture

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    This is the final version. Available from H-France via the link in this record.

    Gentrification and Control: An Analysis of New Urbanism, Form Based Code, and Kingston’s Rezoning Process

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    Kingston, a small city in upstate New York, is currently experiencing a housing crisis in the midst of a massive real estate market boom, and an update to their zoning law is long overdue. In 2018, the city began the process, hiring New Urbanist planning firm Dover Kohl & Partners to develop a brand new form based zoning code. As a critique of the New Urbanist planning and architecture movement, with Kingston\u27s rezoning process as a case study, this project outlines the history of the development of neotraditional planning and form based code and the implications that the code type may have on gentrification, the structure of urban spaces, and the regulation of human behavior

    On the Completeness of Spider Diagrams Augmented with Constants

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    Diagrammatic reasoning can be described formally by a number of diagrammatic logics; spider diagrams are one of these, and are used for expressing logical statements about set membership and containment. Here, existing work on spider diagrams is extended to include constant spiders that represent specific individuals. We give a formal syntax and semantics for the extended diagram language before introducing a collection of reasoning rules encapsulating logical equivalence and logical consequence. We prove that the resulting logic is sound, complete and decidable
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