Proposed S-Algo+ data mining algorithm for web platforms course content and usage evaluation
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DOI: 10.1007/s00500-020-04841-8
Abstract: This paper suggests a novel data mining algorithm for the evaluation of e-learning courses from a Learning Management System. This new algorithm, which is called S-Algo+ (Superposition Algorithm), takes as input the course rankings and the… read more here.
Keywords: data mining; algorithm; course content; course ... See more keywords
Optimization and improvement of data mining algorithm based on efficient incremental kernel fuzzy clustering for large data
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DOI: 10.1007/s10586-018-1767-1
Abstract: The arrival of the big data era in the new century has made the traditional data mining algorithms unable to meet the requirements of big data mining in accuracy and efficiency. Therefore, a data mining… read more here.
Keywords: fuzzy clustering; incremental kernel; data mining; mining ... See more keywords
Hierarchical Frequent Sequence Mining Algorithm for the Analysis of Alarm Cascades in Chemical Processes
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DOI: 10.1109/access.2018.2868415
Abstract: Faults and malfunctions on complex chemical production systems generate alarm cascades that hinder the work of the operators and make fault diagnosis a complex and challenging task. The core concept of our work is the… read more here.
Keywords: sequence mining; mining algorithm; alarm cascades; analysis alarm ... See more keywords
Location-Based Parallel Sequential Pattern Mining Algorithm
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DOI: 10.1109/access.2019.2939937
Abstract: Given a data sequence, sequential pattern mining, which finds frequent sequence patterns among them, is an important data mining problem. However, in the existing sequential pattern mining, only the purchase order of the items is… read more here.
Keywords: mining; pattern mining; sequential pattern; mining algorithm ... See more keywords
Retracted: Data Mining Algorithm for Physical Health Monitoring of Young Students Based on Big Data
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DOI: 10.1155/2023/9835369
Abstract: [This retracts the article DOI: 10.1155/2021/9962906.]. read more here.
Keywords: physical health; health monitoring; retracted data; mining algorithm ... See more keywords
A Novel Frequent Pattern Mining Algorithm for Real-time Radar Data Stream
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DOI: 10.18280/ts.360103
Abstract: Received: 29 December 2018 Accepted: 22 January 2019 This paper attempts to improve the radar data quality and discover intrusion behaviors by mining frequent patterns of real-time data. For this purpose, the author improved the… read more here.
Keywords: time; mining algorithm; frequent pattern; pattern mining ... See more keywords