Searching in metric spaces

E Chávez, G Navarro, R Baeza-Yates… - ACM computing surveys …, 2001 - dl.acm.org
The problem of searching the elements of a set that are close to a given query element
under some similarity criterion has a vast number of applications in many branches of …

Searching in high-dimensional spaces: Index structures for improving the performance of multimedia databases

C Böhm, S Berchtold, DA Keim - ACM Computing Surveys (CSUR), 2001 - dl.acm.org
During the last decade, multimedia databases have become increasingly important in many
application areas such as medicine, CAD, geography, and molecular biology. An important …

Multivariable geostatistics in S: the gstat package

EJ Pebesma - Computers & geosciences, 2004 - Elsevier
This paper discusses advantages and shortcomings of the S environment for multivariable
geostatistics, in particular when extended with the gstat package, an extension package for …

[PDF][PDF] A quantitative analysis and performance study for similarity-search methods in high-dimensional spaces

R Weber, HJ Schek, S Blott - VLDB, 1998 - vldb.org
For similarity search in high-dimensional vector spaces (or 'HDVSs'), researchers have
proposed a number of new methods (or adaptations of existing methods) based, in the main …

Designing fair ranking schemes

A Asudeh, HV Jagadish, J Stoyanovich… - Proceedings of the 2019 …, 2019 - dl.acm.org
Items from a database are often ranked based on a combination of criteria. The weight given
to each criterion in the combination can greatly affect the fairness of the produced ranking …

[图书][B] Similarity search: the metric space approach

P Zezula, G Amato, V Dohnal, M Batko - 2006 - books.google.com
The area of similarity searching is a very hot topic for both research and c-mercial
applications. Current data processing applications use data with c-siderably less structure …

Locally adaptive dimensionality reduction for indexing large time series databases

E Keogh, K Chakrabarti, M Pazzani… - Proceedings of the 2001 …, 2001 - dl.acm.org
Similarity search in large time series databases has attracted much research interest
recently. It is a difficult problem because of the typically high dimensionality of the data.. The …

Distance browsing in spatial databases

GR Hjaltason, H Samet - ACM Transactions on Database Systems …, 1999 - dl.acm.org
We compare two different techniques for browsing through a collection of spatial objects
stored in an R-tree spatial data structure on the basis of their distances from an arbitrary …

Keyword search on spatial databases

I De Felipe, V Hristidis, N Rishe - 2008 IEEE 24th International …, 2008 - ieeexplore.ieee.org
Many applications require finding objects closest to a specified location that contains a set of
keywords. For example, online yellow pages allow users to specify an address and a set of …

and Katherine Almeida, without all of whom this project would not have succeeded.

G Shakhnarovich, T Darrell, P Indyk - 2005 - direct.mit.edu
Regression and classification methods based on similarity of the input to stored examples
have been part of the arsenal in statistics and computer science for decades. Despite …