Preference-based Spatial Co-location Pattern Mining (Big Data Management)

<p><div>The development of information technology has made it possible to collect large amounts of spatial data on a daily basis. It is of enormous significance when it comes to discovering implicit, non-trivial and potentially valuable information from this spatial data. Spatial co-location patterns reveal the distribution rules of spatial features, which can be valuable for application users. This book provides commercial software developers with proven and effective algorithms for detecting and filtering these implicit patterns, and includes easily implemented pseudocode for all the algorithms. Furthermore, it offers a basis for further research in this promising field.<br /> <br /></div> <div>Preference-based co-location pattern mining refers to mining constrained or condensed co-location patterns instead of mining all prevalent co-location patterns. Based on the authors' recent research, the book highlights techniques for solving a range of problems in this context, including maximal co-location pattern mining, closed co-location pattern mining, top-k co-location pattern mining, non-redundant co-location pattern mining, dominant co-location pattern mining, high utility co-location pattern mining, user-preferred co-location pattern mining, and similarity measures between spatial co-location patterns.<br /> <br /></div> <div>Presenting a systematic, mathematical study of preference-based spatial co-location pattern mining, this book can be used both as a textbook for those new to the topic and as a reference resource for experienced professionals.</div></p>

Computers & Technology

Fang, Yuan

Wang, Lizhen

Zhou, Lihua

Computer Science

Springer

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Books by Wang, Lizhen

See the best price to sell, buy, or rent books by Wang, Lizhen. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

Preference-based Spatial Co-location Pattern Mining (Big Data Management)

Preference-based Spatial Co-location Pattern Mining (Big Data Management)