Spatio-temporal data mining: A survey of problems and methods

G Atluri, A Karpatne, V Kumar - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
Large volumes of spatio-temporal data are increasingly collected and studied in diverse
domains, including climate science, social sciences, neuroscience, epidemiology …

Spatiotemporal data mining: A computational perspective

S Shekhar, Z Jiang, RY Ali, E Eftelioglu, X Tang… - … International Journal of …, 2015 - mdpi.com
Explosive growth in geospatial and temporal data as well as the emergence of new
technologies emphasize the need for automated discovery of spatiotemporal knowledge …

[图书][B] 数据挖掘原理与算法

毛国君 - 2005 - books.google.com
Ben shu chan shu le shu ju wa jue he zhi shi fa xian ji shu de chan sheng, Fa zhan, Ying
yong he xiang guan gai nian, Yuan li, Suan fa. Dui shu ju wa jue zhong de zhu yao ji shu fen …

论空间数据挖掘和知识发现的理论与方法

李德仁, 王树良, 李德毅, 王新洲 - 武汉大学学报(信息科学版), 2002 - ch.whu.edu.cn
首先分析了空间数据挖掘和知识发现(SDMKD) 的内涵和外延; 然后分别研究了用于SDMKD
的概率论, 证据理论, 空间统计学, 规则归纳, 聚类分析, 空间分析, 模糊集, 云理论, 粗集 …

Spatiotemporal data mining: a survey on challenges and open problems

A Hamdi, K Shaban, A Erradi, A Mohamed… - Artificial Intelligence …, 2022 - Springer
Spatiotemporal data mining (STDM) discovers useful patterns from the dynamic interplay
between space and time. Several available surveys capture STDM advances and report a …

[图书][B] Geographic data mining and knowledge discovery

HJ Miller, J Han - 2009 - taylorfrancis.com
The Definitive Volume on Cutting-Edge Exploratory Analysis of Massive Spatial and
Spatiotemporal DatabasesSince the publication of the first edition of Geographic Data …

[图书][B] Association rule mining: models and algorithms

C Zhang, S Zhang - 2002 - Springer
During decision making, we are often confronted by a huge amount of factors. These factors
may be either an advantage or a disadvantage to a decision objective. For the purpose of …

[图书][B] Spatial databases: with application to GIS

P Rigaux, M Scholl, A Voisard - 2001 - books.google.com
Spatial Databases is the first unified, in-depth treatment of special techniques for dealing
with spatial data, particularly in the field of geographic information systems (GIS). This book …

Spatial data mining and geographic knowledge discovery—An introduction

J Mennis, D Guo - Computers, Environment and Urban Systems, 2009 - Elsevier
Voluminous geographic data have been, and continue to be, collected with modern data
acquisition techniques such as global positioning systems (GPS), high-resolution remote …

Entity display priority in a distributed geographic information system

MT Jones, B McClendon, AP Charaniya… - US Patent …, 2012 - Google Patents
(57) ABSTRACT A system for ranking geospatial entities is described. In one embodiment,
the system comprises an interface for receiving ranking data about a plurality of geospatial …