Identifying appropriate data mining technique(s) for reaching goals on : innovation of intelligence transportation system nowadays...

Identifying appropriate data mining technique(s) for reaching goals on : innovation of intelligence transportation system nowadays .

Expert Solution

ANSWER:-

=> The intelligent transportation system(ITS) are multidisciplinary tools that involve the application of advanced technology and analytical approaches with the purpose of solving some of the referred transport problems.

* Data mining technique which is used for innovation of intelligent transportation system are:-

(1) Regression:-

=> This technique is useful for identifying the nature of the relationship between variables in the dataset. Those relationships is correlated with others.

(2) Classification:-

=> Classification data mining technique is used for analyzing the various attributes associated with different types of data. basically, it is for identifying personally identifiable information.

(3) Association:-

=> Association is also a data mining technique that is related to statistics, which indicates certain data or events that are linked to other data-driven events.

(4) Clustering:-

=> It is an analytics technique which depends on visual approaches to understand data. clustering mechanisms use graphics to show where the distribution of data is in relation to different types of metrics.

(5) Prediction:-

=> Prediction is also a technique of data mining that represents one of four branches of analytics. some several approaches which are used for predictive analytics are machine learning and artificial intelligence.

venereology answered 2 months ago

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