کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
486279 703354 2014 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Multidimensional Data Medical Dataset Using Interactive Visualization Star Coordinate Technique
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
Multidimensional Data Medical Dataset Using Interactive Visualization Star Coordinate Technique
چکیده انگلیسی

The twenty first century sees the tremendous advancement of computer and machine technologies that are able to produce ginormous amout of data. Current software architecture, management and analysis approaches are unable to cope with the flood of data. The challenge of understanding large and complex data includes issues such as clutter, performance, information loss and limited cognition. Medical field involves analyzing the body system which includes many different scientists and medical professionals. The datasets are a hybrid of many different medical areas databases to understand and answer the many questions of the human body. This paper explores the capability of interactive star coordinate visualization technique to identify clusters correlation between selected attributes using interactive star coordinate for multi-dimensional datasets An interactive Star coordinates is designed consists of four stages that includes Information Objects Transformation; Dimension Mapping; Interactive Features design and Coloring. Finally the performance of the interactive star coordinates is compared to histograms of the data of interest. Interactive star coordinate is found as a promising method of visualizing information clusters pattern which provides one of the means for fast decision making.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 42, 2014, Pages 247-254