Energy efficient wireless sensor network with efficient data handling for real time landslide monitoring system using fuzzy data mining technique

Sumathi, M.; Anitha, G.

doi:10.1504/ijmndi.2018.10014841

Cited by 3 publications

(1 citation statement)

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“…Kale and Patil improved and expanded the genetic operator of the standard genetic algorithm, optimized the fuzzy clustering method based on this improved genetic algorithm, and applied it to the human resource management system [17]. It was pointed out that it can be used for training and recruitment, talent selection, formulating a competitive salary and welfare system, effective performance management system, and other aspects that use data mining and also pointed out the direction for further research on data mining [18]. ey focused on the decision tree algorithm, analyzed and designed a human resource management system for schools, and designed a data mining system [19].…”

Section: Introductionmentioning

confidence: 99%

Human Resource Allocation Based on Fuzzy Data Mining Algorithm

Wang

2021

Complexity

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Data mining is currently a frontier research topic in the field of information and database technology. It is recognized as one of the most promising key technologies. Data mining involves multiple technologies, such as mathematical statistics, fuzzy theory, neural networks, and artificial intelligence, with relatively high technical content. The realization is also difficult. In this article, we have studied the basic concepts, processes, and algorithms of association rule mining technology. Aiming at large-scale database applications, in order to improve the efficiency of data mining, we proposed an incremental association rule mining algorithm based on clustering, that is, using fast clustering. First, the feasibility of realizing performance appraisal data mining is studied; then, the business process needed to realize the information system is analyzed, the business process-related links and the corresponding data input interface are designed, and then the data process to realize the data processing is designed, including data foundation and database model. Aiming at the high efficiency of large-scale database mining, database development tools are used to implement the specific system settings and program design of this algorithm. Incorporated into the human resource management system of colleges and universities, they carried out successful association broadcasting, realized visualization, and finally discovered valuable information.

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Section: Introductionmentioning

confidence: 99%