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 …

[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 …

Indexing large metric spaces for similarity search queries

T Bozkaya, M Ozsoyoglu - ACM Transactions on Database Systems …, 1999 - dl.acm.org
One of the common queries in many database applications is finding approximate matches
to a given query item from a collection of data items. For example, given an image database …

Combining approaches to information retrieval

WB Croft - Advances in information retrieval: Recent research …, 2000 - Springer
The combination of different text representations and search strategies has become a
standard technique for improving the effectiveness of information retrieval. combination, for …

Efficient matching and indexing of graph models in content-based retrieval

S Berretti, A Del Bimbo, E Vicario - IEEE Transactions on …, 2001 - ieeexplore.ieee.org
In retrieval from image databases, evaluation of similarity, based both on the appearance of
spatial entities and on their mutual relationships, depends on content representation based …

PAC nearest neighbor queries: Approximate and controlled search in high-dimensional and metric spaces

P Ciaccia, M Patella - … of 16th International Conference on Data …, 2000 - ieeexplore.ieee.org
In high-dimensional and complex metric spaces, determining the nearest neighbor (NN) of a
query object q can be a very expensive task, because of the poor partitioning operated by …

Approximate similarity retrieval with M-trees

P Zezula, P Savino, G Amato, F Rabitti - The VLDB Journal, 1998 - Springer
Motivated by the urgent need to improve the efficiency of similarity queries, approximate
similarity retrieval is investigated in the environment of a metric tree index called the M-tree …

Windsurf: Region-based image retrieval using wavelets

S Ardizzoni, I Bartolini, M Patella - … Tenth International Workshop …, 1999 - ieeexplore.ieee.org
In this paper we present WINDSURF (Wavelet-Based Indexing of Images Using Region
Fragmentation), a new approach to content-based image retrieval. The method uses the …

[PDF][PDF] A cost model for similarity queries in metric spaces

P Ciaccia, M Patella, P Zezula - Proceedings of the seventeenth ACM …, 1998 - dl.acm.org
Wu consider tho problem of estimating CPU (distance computntlons) nnd I/O costs for
processing range and k-nearest neighbors qucrics over metric spaces. Unlike the specific …

Searching in metric spaces with user-defined and approximate distances

P Ciaccia, M Patella - ACM Transactions on Database Systems (TODS), 2002 - dl.acm.org
Novel database applications, such as multimedia, data mining, e-commerce, and many
others, make intensive use of similarity queries in order to retrieve the objects that better fit a …