Results 101 to 110 of about 6,703 (218)
Buana Information Technology and Computer SciencesThis article presents a study on utilizing the Apriori algorithm and Market Basket Analysis (MBA) to reveal consumer buying patterns in supermarkets. The aim of this research is to explore the effectiveness of these data mining techniques in revealing ...
Edwin Juma Omol +3 more
doaj +1 more source
The water supply association analysis method in Shenzhen based on kmeans clustering discretization and apriori algorithm. [PDF]
PLoS One, 2021 Liu X, Sang X, Chang J, Zheng Y, Han Y.
europepmc +1 more source
arules - A Computational Environment for Mining Association Rules and Frequent Item Sets
Mining frequent itemsets and association rules is a popular and well researched approach for discovering interesting relationships between variables in large databases.
Bettina Grün +2 more
core
A Parallel Apriori-Transaction Reduction Algorithm Using Hadoop-Mapreduce in Cloud
, 2018 Apriori algorithm is a classical algorithm of association rule mining and widely used for generating frequent item sets. However, the original Apriori algorithm has some limitation such as it needs to scan the dataset many times to discover all frequent ...
Sundararajan, Elankovan +2 more
core +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
BarekengThe study investigates the utilization of data mining techniques, especially the Apriori algorithm and K-Nearest Neighbor (KNN) classification, in recommending appropriate learning methods based on student data. The purpose of this research is to analyze
Nuril Lutvi Azizah +4 more
doaj +1 more source
An Apriori Algorithm-Based Association Rule Analysis to Identify Acupoint Combinations for Treating Diabetic Gastroparesis. [PDF]
Evid Based Complement Alternat Med, 2021 Lu PH, Keng JL, Tsai FM, Lu PH, Kuo CY.
europepmc +1 more source
Apriori Algorithm for Engineers
“Apriori Algorithm for Engineers” provides a comprehensive introduction to association rule mining and its applications in recommendation systems. This book explores the Apriori Algorithm’s principles, practical implementations, and its role in uncovering patterns within large datasets.
openaire +2 more sources
Improved Apriori Method for Safety Signal Detection Using Post-Marketing Clinical Data
MathematicsSafety signal detection is an integral component of Pharmacovigilance (PhV), which is defined by the World Health Organization as “science and activities relating to the detection, assessment, understanding, and prevention of adverse effects or any other
Reetika Sarkar, Jianping Sun
doaj +1 more source
Clustering of uninhabitable houses using the optimized apriori algorithm
Clustering is one of the roles in data mining which is very popularly used for data problems in solving everyday problems. Various algorithms and methods can support clustering such as Apriori.
Bela, Bela +3 more
core +1 more source