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 …

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 …

Frequent pattern mining algorithms: A survey

CC Aggarwal, MA Bhuiyan, MA Hasan - Frequent pattern mining, 2014 - Springer
This chapter will provide a detailed survey of frequent pattern mining algorithms. A wide
variety of algorithms will be covered starting from Apriori. Many algorithms such as Eclat …

[KÖNYV][B] Data mining: concepts and techniques

J Han, J Pei, H Tong - 2022 - books.google.com
Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and
methods for mining patterns, knowledge, and models from various kinds of data for diverse …

[KÖNYV][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 …

[KÖNYV][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 …

[KÖNYV][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 …

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 …

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 …