Parallel Coordinates Technique in Visual Data Mining: Advantages, Disadvantages and Combinations
Alfredo Cuzzocrea, Davood Zall
Abstract
Alfredo Cuzzocrea, Davood Zall
Abstract
The aim of this paper is to analyze the Parallel Coordinates technique, to study its cons and pros along with the emerging limitations, also to examine its combination with other techniques in order to provide novel evolutionary synthetic methods. The applied methodologies are in the form of literature surveying as well as making use of the technical expertise of the professionals in this field. The outcomes of this research are categorized and listed consequently which can serve as a guideline for the prospective users, thus facilitating appropriate application of the method.
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The aim of this paper is to analyze the Parallel Coordinates technique, to study its cons and pros along with the emerging limitations, also to examine its combination with other techniques in order to provide novel evolutionary synthetic methods. The applied methodologies are in the form of literature surveying as well as making use of the technical expertise of the professionals in this field. The outcomes of this research are categorized and listed consequently which can serve as a guideline for the prospective users, thus facilitating appropriate application of the method.
Key concepts: Computer science, Field (mathematics), Parallel coordinates, Data science, Guideline, Data mining, Visualization, Data visualization