Journal of Combinatorics, Information & System Sciences : (A Quarterly International Scientific Journal)
Published in Association with Forum for Interdisciplinary Mathematics
Current Volume: 47 (2022 )
ISSN: 0250-9628
e-ISSN: 0976-3473
Periodicity: Quarterly
Month(s) of Publication: March, June, September & December
Subject: Mathematics
DOI: 10.32381/JCISS
Online Access is free for all life members of JCISS.
Studies on Association Rule-based Table Data Analysis and its Applications - New Mathematics for Data Sciences - (An Invited Tutorial Paper)
By : Hiroshi Sakai
Page No: 115-230
Abstract
This tutorial paper will survey the research on association rule-based table data analysis and its application. The proposed methods obtain helpful information from discrete table data through rules, which differs from statistical table data analysis by mean or variance. Regression expressions in continuous value table data can characterize past data and predict future data values. The same will hold for rules in discrete value table data.
This tutorial paper consists of the following three parts.
Part I: Background and Examples of Rule Generation from Tables
Part II: Mathematical Research of Rule Generation from Tables
Part III: Realization of Software Tools and Applications. We introduce the research trends in this field widely through three parts.
Author :
Hiroshi Sakai : Department of Basic Sciences, Graduate School of Engineering, Kyushu Institute of Technology, Tobata, Kitakyushu 804-8550, Japan
DOI: DOI:-https://doi.org/10.32381/JCISS.2021.46.1-4.3