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An Alternative Approach to Mining Association Rules
An alternative approach to mining association rules is presented. It is based on representation of analysed data by suitable strings of bits. This...
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A multi-agent-based approach for community detection using association rules
In recent years, community detection has emerged as an important field of research, exerting a profound influence on various domains such as Social...
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A Recursive Algorithm for Mining Association Rules
Mining frequent itemsets and association rules are an essential task within data mining and data analysis. In this paper, we introduce PrefRec, a...
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Research on safety verification methods of static data of train control systems based on deep association rules
Currently, the static configuration data checking of the safety critical system is realized by the existing constraint rules which generated from the...
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Intelligent Distribution Platform of Art Education Resources Based on Association Rules Mining
Association rule mining is an important branch of data mining research. It can dig out unknown or hidden relationships among items or attributes in...
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Detection Method of Large Industrial CT Data Transmission Information Anomaly Based on Association Rules
In the abnormal detection of large industrial CT data transmission information, the network is unstable and vulnerable to noise interference,...
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Design of an Intelligent College English Teaching Management Platform Based on Association Rules Mining
The intelligent university English teaching management platform uses association rule mining algorithms to mine high-frequency vocabulary in English...
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Computing triadic generators and association rules from triadic contexts
In this paper, we present a set of algorithms to display a Hasse diagram of triadic concepts in Triadic Concept Analysis and compute triadic...
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A Data Mining and Processing Method for E-Commerce Potential Customers Based on Apriori Association Rules Algorithm
In order to improve the effectiveness of e-commerce potential customer data mining and processing, a method based on Apriori association rule...
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A modified multi-objective slime mould algorithm with orthogonal learning for numerical association rules mining
Association rule mining (ARM) is defined by its crucial role in finding common pattern in data mining. It has different types such as fuzzy, binary,...
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Evaluation and Analysis of the Effect of College Students’ Mental Health Education Based on Association Rules Mining Algorithm
This article aims to evaluate and analyze the effectiveness through association rule mining algorithms. Firstly, we collect and organize a certain...
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Association rule mining for genome-wide association studies through Gibbs sampling
Finding associations between genetic markers and a phenotypic trait such as coronary artery disease (CAD) is of primary interest in genome-wide...
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Evaluation Algorithm of English Job Competency in Higher Vocational Colleges Based on Association Rules
The association rule-based vocational English work ability evaluation algorithm is an English work ability evaluation model based on association rule...
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An Association Rules-Based Approach for Anomaly Detection on CAN-bus
With the rapid development of the Internet of Things (IoT) and the Internet of Vehicles (IoV) technologies, smart vehicles have replaced conventional...
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Building a model to exploit association rules and analyze purchasing behavior based on rough set theory
In recent years, the information technology industry around the world has grown strong. At the same time, we also face a new challenge with the...
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Association Analysis: Basic Concepts and Algorithms
In 1993, Agrawal et al. pioneered the theory of mining association rules from large database, which is used to identify interesting links between...
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Educational Information Mining Model Based on Association Rule Algorithm
Education informatization makes the education system accumulate a large amount of data related to education and teaching. Due to the lack of means to...
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Fault Diagnosis Method of Automatic Sorter Equipment Based on Association Rules
Accurately diagnosing the cause of the failure type of the automatic sorter equipment is the basis for accelerating the efficiency of logistics...
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Construction of Teaching Quality Evaluation Model of Hotel Management Specialty Based on Association Rules
In order to solve the problem of low evaluation accuracy and efficiency in the existing teaching quality evaluation methods, this paper proposes and...
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Online Teaching Method of Biochemistry Course of Nursing Specialty Based on Association Rules
The content of biochemistry course of nursing specialty is relatively abstract, which is difficult for students to understand and has low learning...