کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4944566 1438001 2017 22 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A Space-Filling Multidimensional Visualization (SFMDVis) for Exploratory Data Analysis
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
A Space-Filling Multidimensional Visualization (SFMDVis) for Exploratory Data Analysis
چکیده انگلیسی
To evaluate the quality of SFMDVis, we have conducted a usability study to measure the performance of SFMDVis in comparison with parallel coordinates and a scatterplot matrix for finding linear correlations and data patterns. The evaluation results have suggested that the accuracy of SFMDVis is better than both in terms of perceiving linear correlations and also that the SFMDVis is more efficient (less time is required) than both when recognizing data patterns.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Sciences - Volume 390, June 2017, Pages 32-53
نویسندگان
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