Multidimensional projection windows
نویسندگان
چکیده
منابع مشابه
Interactive Design of Multidimensional Data Projection Layout
Projection methods support effective visualizations of multidimensional data. Linear projections are an important subclass, as they allow for interactive visual exploration of the data space and feature sensitivity analysis. The user interaction is usually based on an iterative modification of the projection matrix elements, for example, by the use of a star coordinate widget. However, such int...
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Multidimensional data projection and visualisation are becoming increasingly important and have found wide applications in many fields such as decision support, bioinformatics and web/document organisation. Various methods and algorithms have been proposed as either nonparametric or semiparametric approaches. This paper provides an overview of the subject and reviews some recent developments. R...
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Projecting multi dimensional data to a lower dimensional visual display is a commonly used approach for identifying and analyzing patterns in data. Many dimensionality reduction techniques exist for generating visual embeddings, but it is often hard to avoid cluttered projections when the data is large in size and noisy. For many application users who are not machine learning experts, it is dif...
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When investigating multidimensional data sets with very large numbers of objects and/or a very large number of dimensions, a variety of visualization methods can be employed in order to represent the data effectively and to enable the user to explore the data at different levels of detail. A common strategy for encoding multidimensional data for visual analysis is to use dimensionality reductio...
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Projecfing multidimensional data to a lower-dimensional visual displayas a scatter-plot-llke visualization is a common approach for analyzing mullidimensional data. Many dimension reduclion techniques existfor performing such a tasle, but the quallty of projections varies in terms of both preserving the original data structure and avoiding cluttered visual displays. In this papel; we propose an...
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ژورنال
عنوان ژورنال: IEEE Transactions on Circuits and Systems
سال: 1988
ISSN: 0098-4094,1558-1276
DOI: 10.1109/31.7580