Multidimensional access methods

V Gaede, O Günther - ACM Computing Surveys (CSUR), 1998 - dl.acm.org
Search operations in databases require special support at the physical level. This is true for
conventional databases as well as spatial databases, where typical search operations …

Survey on exact knn queries over high-dimensional data space

N Ukey, Z Yang, B Li, G Zhang, Y Hu, W Zhang - Sensors, 2023 - mdpi.com
k nearest neighbours (kNN) queries are fundamental in many applications, ranging from
data mining, recommendation system and Internet of Things, to Industry 4.0 framework …

R-trees: A dynamic index structure for spatial searching

A Guttman - Proceedings of the 1984 ACM SIGMOD international …, 1984 - dl.acm.org
In order to handle spatial data efficiently, as required in computer aided design and geo-
data applications, a database system needs an index mechanism that will help it retrieve …

[PDF][PDF] E cient and E ective clustering methods for spatial data mining

RT Ng, J Han - Proceedings of VLDB, 1994 - Citeseer
Spatial data mining is the discovery of interesting relationships and characteristics that may
exist implicitly in spatial databases. In this paper, we explore whether clustering methods …

[图书][B] Handbook of discrete and computational geometry

CD Toth, J O'Rourke, JE Goodman - 2017 - books.google.com
The Handbook of Discrete and Computational Geometry is intended as a reference book
fully accessible to nonspecialists as well as specialists, covering all major aspects of both …

CLARANS: A method for clustering objects for spatial data mining

RT Ng, J Han - IEEE transactions on knowledge and data …, 2002 - ieeexplore.ieee.org
Spatial data mining is the discovery of interesting relationships and characteristics that may
exist implicitly in spatial databases. To this end, this paper has three main contributions …

Nearest neighbor queries

N Roussopoulos, S Kelley, F Vincent - Proceedings of the 1995 ACM …, 1995 - dl.acm.org
A frequently encountered type of query in Geographic Information Systems is to find the k
nearest neighbor objects to a given point in space. Processing such queries requires …

[图书][B] Fundamentos de bases de datos

A Silberschatz, HF Korth, S Sudarshan, FS Pérez… - 2002 - academia.edu
• Bases de datos relacionales (Capítulos 4 al 7). El Capítulo 4 se centra en el lenguaje
relacional orientado al usuario de mayor influencia: SQL. El Capítulo 5 cubre otros dos …

FastMap: A fast algorithm for indexing, data-mining and visualization of traditional and multimedia datasets

C Faloutsos, KI Lin - Proceedings of the 1995 ACM SIGMOD …, 1995 - dl.acm.org
A very promising idea for fast searching in traditional and multimedia databases is to map
objects into points in kd space, using k feature-extraction functions, provided by a domain …

[PDF][PDF] Introdução à ciência da geoinformação

G Câmara, C Davis, AMV Monteiro… - São José dos Campos …, 2001 - faed.udesc.br
A coleta de informações sobre a distribuição geográfica de recursos minerais,
propriedades, animais e plantas sempre foi uma parte importante das atividades das …