MapView: Exploring Datasets via Unsupervised View Recommendation

Buenos Aires de Carvalho,Denis Mayr Lima Martins,Fernando Buarque de Lima Neto

2021 IEEE Latin American Conference on Computational Intelligence (LA-CCI)（2021）

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摘要

Exploring large datasets in search for valuable insights requires time and sufficient technical knowledge. In order to alleviate this task, we propose and implemented a prototype of a data exploration tool. It is based on Self-Organizing Maps (SOM) and helps non-technical users with limited technical expertise and time. Our proposed approach employs SOM as a clustering mechanism to group and recom...

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关键词

Self-organizing feature maps,Training,Costs,Databases,Neurons,Prototypes,Semiotics

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