Multidimensional MCA Correspondence Model Supporting Intelligent Transport Management
Journal Title: Archives of Transport System Telematics - Year 2018, Vol 11, Issue 4
Abstract
The article presents a multiple model using the multiple correspondence analysis MCA in the task of intelligent transport management. It is an exploratory technique of quality data analysis which facilitates graphic presentation of variables in low dimensional space. The model using multiple correspondence analysis looms relatively easily interpretable results. The article will present a data reduction technique. MCA is the method of co-occurrence of categories of variables which are measurable on a nominal scale. Graphic development of variables and determination of the relations among them will also be presented. Thus making it possible to obtain a map of points using the multiple correspondence analysis and identification of occurring concentrations of categories of variables which support use of telematic tools in intelligent transport management.
Authors and Affiliations
M. Topolski
Keywords
Related Articles
- EP ID EP552971
- DOI -
- Views 74
- Downloads 0
Computer Aided Synthesis of Reversible Logic in Traffic Control Systems
Currently traffic control systems in place relay systems used microprocessor systems. A better solution may be the use of reversible logic in the synthesis of digital control systems. The main problem in the design of re...
The Use of Open Geo-Information Bases for Defining Road Nets in a Given Programming Environment
The article concerns the application of data, collected by mobile devices, in models road maps needed in virtual environments. Recently, a system has been developed at UTH Radom, with the aim of tracking wanted vehicles....
Concept of the Sustainable Intelligent Transport System, Iraq Case Study
Existing defi nitions for sustainable intelligent transport may vary and promote one particular dimension such as the environment (green transport), society (mass transport) or the economic dimension (eff ective and comp...
Installed Base of GNSS Devices and Total Revenue of GNSS Device Sales in Different Modes of Transport
Since many years the most frequently method used for position fix in transport are global satellite navigation systems (SNS) as GPS and GLONASS and Satellite Based Augmentation System as EGNOS, GAGAN, MSAS and WAAS. Next...
Assessment of the Possibility of Using Selected Statistic Tools for Testing Long-Term Stability of Weigh in Motion Systems
The article presents selected statistical analyses of data registered by weigh in motion systems (WIM). Particular analyses are intended to determine the distribution of selected parameters and assess the possibility of...