Rainu Nandal - Academia.edu (original) (raw)

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Kwame Nkrumah University of Science and Technology

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Papers by Rainu Nandal

Research paper thumbnail of A literature review: big data and association rule mining

International Journal of Engineering & Technology, 2018

In Today’s modern and advanced era, huge amounts of data have become available on hand to develop... more In Today’s modern and advanced era, huge amounts of data have become available on hand to developers and choice makers. Big data successfully handles datasets that are not only large, but also very high in velocity and variety, which difficult to handle using conventional techniques, methods and tools. Multilevel association rule mining plays a very vital role in distributed environment in analysis of big data for preparing different Marketing strategies. As compared to Single Level rule, more precise and prominent information is provided by multilevel association rule and additionally from the hierarchical dataset it generates the conceptual hierarchy of knowledge. This paper aims to analyze Data Mining Technique named Multilevel Association rule, which provides additional important information in comparison to single level rule, and it also invents conceptual hierarchy of information/data from the hierarchical dataset. Tools and techniques of Big Data have also been reviewed in de...

Research paper thumbnail of Deriving Driver Behavioral Pattern Analysis and Performance Using Neural Network Approaches

Intelligent Automation & Soft Computing

Research paper thumbnail of Deriving Driver Behavioral Pattern Analysis and Performance Using Neural Network Approaches

Intelligent Automation & Soft Computing

Research paper thumbnail of A literature review: big data and association rule mining

International Journal of Engineering & Technology, 2018

In Today’s modern and advanced era, huge amounts of data have become available on hand to develop... more In Today’s modern and advanced era, huge amounts of data have become available on hand to developers and choice makers. Big data successfully handles datasets that are not only large, but also very high in velocity and variety, which difficult to handle using conventional techniques, methods and tools. Multilevel association rule mining plays a very vital role in distributed environment in analysis of big data for preparing different Marketing strategies. As compared to Single Level rule, more precise and prominent information is provided by multilevel association rule and additionally from the hierarchical dataset it generates the conceptual hierarchy of knowledge. This paper aims to analyze Data Mining Technique named Multilevel Association rule, which provides additional important information in comparison to single level rule, and it also invents conceptual hierarchy of information/data from the hierarchical dataset. Tools and techniques of Big Data have also been reviewed in de...

Research paper thumbnail of Deriving Driver Behavioral Pattern Analysis and Performance Using Neural Network Approaches

Intelligent Automation & Soft Computing

Research paper thumbnail of Deriving Driver Behavioral Pattern Analysis and Performance Using Neural Network Approaches

Intelligent Automation & Soft Computing

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