Research on Visualization Technology of Data Mining Based on RD-SOM (Radar-Self-Organizing Map) Clustering Algorithm

Research on Visualization Technology of Data Mining Based on RD-SOM (Radar-Self-Organizing Map) Clustering Algorithm

연구 분야: Databases

학회: 2024 3rd International Conference on Cloud Computing, Big Data Application and Software Engineering (CBASE)

With the continuous development of data storage, analysis, processing and other technologies, people are eager to visualize the mining process of complex data, and data mining visualization technology is gradually applied to all fields of society, which greatly improves the efficiency of data mining [1]. The author starts with data visualization technology, studies data preprocessing and algorithms, and proposes data mining visualization technology of RD-SOM clustering algorithm by analyzing the existing problems in the current SOM clustering algorithm, so as to improve the current algorithm and obtain higher data utilization rate.