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Querying And Mining Uncertain Data Streams
Language: en
Pages: 164
Authors: Cheqing Jin, Aoying Zhou
Categories: Computers
Type: BOOK - Published: 2016-05-24 - Publisher: World Scientific

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
Managing and Mining Uncertain Data
Language: en
Pages: 494
Authors: Charu C. Aggarwal
Categories: Computers
Type: BOOK - Published: 2010-07-08 - Publisher: Springer Science & Business Media

Managing and Mining Uncertain Data, a survey with chapters by a variety of well known researchers in the data mining field, presents the most recent models, algorithms, and applications in the uncertain data mining field in a structured and concise way. This book is organized to make it more accessible
Discovery And Fusion Of Uncertain Knowledge In Data
Language: en
Pages: 224
Authors: Yue Kun, Liu Weiyi, Tao Dapeng
Categories: Computers
Type: BOOK - Published: 2017-09-28 - Publisher: World Scientific

Data analysis is of upmost importance in the mining of big data, where knowledge discovery and inference are the basis for intelligent systems to support the real world applications. However, the process involves knowledge acquisition, representation, inference and data, Bayesian network (BN) is the key technology plays a key role
Clustering And Outlier Detection For Trajectory Stream Data
Language: en
Pages: 272
Authors: Jin Cheqing, Zhou Aoying, Mao Jiali
Categories: Computers
Type: BOOK - Published: 2020-02-18 - Publisher: World Scientific

As mobile devices continue becoming a larger part of our lives, the development of location acquisition technologies to track moving objects have focused the minds of researchers on issues ranging from longitude and latitude coordinates, speed, direction, and timestamping, as part of parameters needed to calculate the positional information and
Scientific and Statistical Database Management
Language: en
Pages: 602
Authors: Judith Bayard Cushing, James French, Shawn Bowers
Categories: Computers
Type: BOOK - Published: 2011-07-01 - Publisher: Springer

This book constitutes the refereed proceedings of the 23rd International Conference on Scientific and Statistical Database Management, SSDBM 2011, held in Portland, OR, USA, in July 2011. The 26 long and 12 short papers presented together with 15 posters were carefully reviewed and selected from 80 submissions. The topics covered