An Apriori Algorithm-Based Association Analysis of Analgesic Drugs in Chinese Medicine Prescriptions Recorded From Patients With Rheumatoid Arthritis Pain. [PDF]
Front Pain Res (Lausanne), 2022 Lai WD +10 more
europepmc +1 more source
Apriori-based Web Traversal Pattern Mining Algorithm
, 2013 简要介绍Apriori算法与Web访问路径的有向图表示方法,提出一种从Web日志文件中得到频繁访问模式的算法,该算法以Apriori算法为基础,并以访问路径序列的有序性特点作为候选集的剪枝策略,减少候选集的生成,提高算法的效率。在真实数据集和模拟数据集上分别进行实验,实验结果表明该算法是有效的,且适应性好。The Apriori algorithm and the directed graph representation method for Web traversal paths are ...
苏毅娟, 刘美玲
core
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
Connections between Various Disorders: Combination Pattern Mining Using Apriori Algorithm Based on Diagnosis Information from Electronic Medical Records. [PDF]
Biomed Res Int, 2022 Ma H, Ding J, Liu M, Liu Y.
europepmc +1 more source
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
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
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
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