Interactive Visualization of Multidimensional Feature Spaces
نویسندگان
چکیده
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` )* / #', # #)* ! )9 '( )* [ )a >-? / 0, S ' % # %2cb % 1 ' ) S % P d $0 / Y S # * 0, $ A % ! ' H ) :e fg ' % # )aVR ! 8 ! ) % # #)* C %-R U > % % # ; ! / I / h 1 %) h U $ % % # $
منابع مشابه
Advanced Prototype Machines: Exploring Prototypes for Classification
In this paper, we propose advanced prototype machines (APMs). APMs model classes as small sets of highly descriptive prototypes which are well suited for interactive visualization. Thus, APMs offer a method to analyze class models, feature spaces and particular classification scenarios. To derive the prototypes, we introduce ”Push and Grow”, a classification algorithm which is based on a qualit...
متن کاملCoordinating computational and visual approaches for interactive feature selection and multivariate clustering
Received: KK Revised: KK Accepted: KK Abstract Unknown (and unexpected) multivariate patterns lurking in high-dimensional datasets are often very hard to find. This paper describes a human-centered exploration environment, which incorporates a coordinated suite of computational and visualization methods to explore high-dimensional data for uncovering patterns in multivariate spaces. Specificall...
متن کاملInteractive Visualization and Feature Transformation for Multidimensional Data Projection
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...
متن کاملLayout Based Visualization Techniques for Multi Dimensional Data
In this paper we present an overview for the interactive visualization of structural information in tabular multidimensional data. We first provide an overview of methods for layout of high dimensional data. Then we discuss a number of interactive visualization methods that can be used to present the structure of these high dimensional spaces. We discuss the use of the described methods in thre...
متن کاملFeature-Enhanced Visualization of Multidimensional, Multivariate Volume Data Using Non-photorealistic Rendering Techniques
This paper presents a set of feature enhancement techniques coupled with hardware-accelerated nonphotorealistic rendering for generating more perceptually effective visualization of multidimensional, multivariate volume data, such as those obtained from typical computational fluid dynamics simulations. For time-invariant data, one or more variables are used to either highlight important feature...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2000