Results 51 to 60 of about 391,967 (186)

Mining Temporal Association Rules with Temporal Soft Sets

Journal of Mathematics, 2021
Traditional association rule extraction may run into some difficulties due to ignoring the temporal aspect of the collected data. Particularly, it happens in many cases that some item sets are frequent during specific time periods, although they are not ...
Xiaoyan Liu, Feng Feng, Qian Wang, Ronald R. Yager, Hamido Fujita, José Carlos R. Alcantud   +5 more
doaj   +1 more source

Attribute Index and Uniform Design Based Multiobjective Association Rule Mining with Evolutionary Algorithm

The Scientific World Journal, 2013
In association rule mining, evaluating an association rule needs to repeatedly scan database to compare the whole database with the antecedent, consequent of a rule and the whole rule. In order to decrease the number of comparisons and time consuming, we
Jie Zhang, Yuping Wang, Junhong Feng
doaj   +1 more source

AN ALGORITHM FOR GENERATING SINGLE DIMENSIONAL FUZZY ASSOCIATION RULE MINING

Jurnal Informatika, 2006
Association rule mining searches for interesting relationship among items in a large data set. Market basket analysis, a typical example of association rule mining, analyzes buying habit of customers by finding association between the different items ...
Rolly Intan
doaj  

Toward Explainable Time-Series Numerical Association Rule Mining: A Case Study in Smart-Agriculture

Mathematics
This paper defines time-series numerical association rule mining in smart-agriculture applications from an explainable-AI perspective. Two novel explainable methods are presented, along with a newly developed algorithm for time-series numerical ...
Iztok Fister, Sancho Salcedo-Sanz, Enrique Alexandre-Cortizo, Damijan Novak, Iztok Fister, Vili Podgorelec, Mario Gorenjak   +6 more
doaj   +1 more source

Privacy Preserving Association Rule Mining: Taxonomy, Techniques, and Metrics

IEEE Access, 2019
In the last decades, pervasive computing is generating a growing quantity of data. Data mining (DM) technology has become increasingly popular.
Lili Zhang, Wenjie Wang, Yuqing Zhang
doaj   +1 more source

Path association rule mining

, 2022
Graph association rule mining is a data mining technique used for discovering regularities in graph data. In this study, we propose a novel concept, {\it path association rule mining}, to discover the correlations of path patterns that frequently appear in a given graph.
openaire   +2 more sources

Interactive Constrained Association Rule Mining

, 2003
We investigate ways to support interactive mining sessions, in the setting of association rule mining. In such sessions, users specify conditions (queries) on the associations to be generated.
Bussche, Jan Van den, Goethals, Bart
core   +3 more sources

Context

Egyptian Informatics Journal, 2015
The primary thrust of this work is to demonstrate the applicability of association rule mining in public health domain, focusing on physical activity and exercising.
Sugam Sharma, Udoyara Sunday Tim, Marinelle Payton, Hari Cohly, Shashi Gadia, Johnny Wong, Sudharshanam Karakala   +6 more
doaj   +1 more source

Using association rule mining to enrich semantic concepts for video retrieval [PDF]

, 2009
In order to achieve true content-based information retrieval on video we should analyse and index video with high-level semantic concepts in addition to using user-generated tags and structured metadata like title, date, etc.
Fatemi, Nastaran, Poulin, Florian, Raileany, Laura E., Smeaton, Alan F.   +3 more
core  

Application of SAX-based Association Rule Mining on Fault Diagnosis

Shiyou jixie, 2017
When mining fault information using association rule, consecutive data need to be discretized and regionalized. The result of association rule mining is determined by the effect of discretization.
Bai Tangbo, Zhang Laibin, Wang Xuduo, Duan Lixiang, Wang Jinjiang   +4 more
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