Querying And Mining Uncertain Data Streams

 查询和挖掘不确定数据流 

 Jin Cheqing 

丛书名：East China Normal University Scientific Reports

中图分类号：TP3

语种：ENG

出版信息：World Scientific Publishing Company 2016 165页

EISBN：9789813142916

PISBN-P：9789813108776 

内容简介

Data uncertainty widely exists in many applications, and an uncertain data stream is a series of uncertain tuples that arrive rapidly. However, traditional techniques for deterministic data streams cannot be applied to deal with data uncertainty directly due to the exponential growth of possible solution space.This book provides a comprehensive overview of the authors' work on querying and mining uncertain data streams. Its contents include some important discoveries dealing with typical topics such as top-k query, ER-Topk query, rarity estimation, set similarity, and clustering.Querying and Mining Uncertain Data Streams is written for professionals, researchers, and graduate students in data mining and its various related fields. 

主题词

Computer Sciencedatabasesinformation Sciences