Results 61 to 70 of about 2,307,372 (214)
Parallel Implementation of Apriori Algorithm Based on MapReduce [PDF]
International Journal of Networked and Distributed Computing (IJNDC), 2013 Searching frequent patterns in transactional databases is considered as one of the most important data mining problems and Apriori is one of the typical algorithms for this task.
Ning Li, Li Zeng, Qing He, Zhongzhi Shi
doaj +1 more source
Accurate and Efficient Data‐Driven Partitioned Scheme for Coupled Heterogeneous Numerical Models
Numerical Methods for Partial Differential Equations, Volume 42, Issue 5, September 2026.ABSTRACT Heterogeneous numerical models (HNMs) combine conventional discretization modules such as finite elements with nonconventional data‐driven and reduced‐order modules. HNMs can improve computational efficiency and enable simulations of multi‐physics systems in which one or more constituent components lack first‐principles descriptions and must ...
Edward Huynh +3 more
wiley +1 more source
WIREs Data Mining and Knowledge Discovery, Volume 16, Issue 3, September 2026.AI and Big Data in Consumer Behavior Analysis. ABSTRACT The rapid expansion of digital consumer data has challenged traditional approaches to understanding behavior in digital marketing. Existing reviews often focus on individual methods and give limited guidance on how analytical techniques compare or how they should be selected for specific marketing
Leonidas Theodorakopoulos +1 more
wiley +1 more source
Apriori algorithm in datamining and applying apriori algorithm for different datasets
, 2010 Yüksek Lisans TeziGünümüzde teknoloji sayesinde çok büyük miktarda veri elde edilip saklanabilmektedir. Bilindiği gibi veriler tek başlarına değersizdirler. Bu veriler ancak belli bir amaç doğrultusunda işlendiği zaman anlamlı hale gelmektedir.
Gülce, Ali Cenk
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Usage Apriori and clustering algorithms in WEKA tools to mining dataset of traffic accidents
Journal of Information and Telecommunication, 2018 The aim of this study is finding approaches for investigating association rules mining algorithms and clustering to offer new rules from a broad set of discovered rules which taken from traffic accident data at Alghat Provence in KSA.
Faisal Mohammed Nafie Ali +1 more
doaj +1 more source
A Prefixed-Itemset-Based Improvement for Apriori Algorithm
Computer Science & Information Technology ( CS & IT ), 2016 9 pages, 2 ...
Shoujian Yu, Yiyang Zhou
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Journal of Evidence-Based Medicine, Volume 19, Issue 3, September 2026.ABSTRACT Despite the centrality of syndrome differentiation in guiding personalized traditional Chinese medicine (TCM) interventions for coronary heart disease (CHD), existing studies of TCM syndrome distribution are constrained by fragmented methodologies and limited spatiotemporal resolution. In this study, we employed an artificial intelligence (AI)‐
Qianzi Che +15 more
wiley +1 more source
Land Degradation &Development, Volume 37, Issue 14, Page 10324-10339, 30 August 2026.ABSTRACT Soil microbial communities are pivotal to forest ecosystem functions, yet the mechanisms shaping their assembly across complex environments remain poorly understood. This study examined bacterial and fungal communities within topsoil and subsoil under subtropical coniferous forest (CF), mixed conifer–broadleaf forest (MF), and broadleaf forest
Yuanyuan Wu +8 more
wiley +1 more source
Apriori Algorithm to Predict Availability of Beauty Products [PDF]
This study introduces the Apriori algorithm in beauty product availability prediction system as a solution to enhance stock prediction accuracy and mitigate inventory risks in the beauty industry.
Hasibuan, Maria Hikmah
core +4 more sources
CAAI Transactions on Intelligence Technology, Volume 11, Issue 4, Page 1194-1214, August 2026.ABSTRACT As an attestation engagement, auditing is required to provide reasonable assurance for its conclusions. Traditional auditing has limited capacity to handle unstructured data and is usually based on audit sampling techniques, which can lead to the neglect of important audit evidence during the auditing process and result in a higher audit risk,
Xiaojia Wang, Ziqing Luo, Chaoxu Mu
wiley +1 more source