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SISAP
2010
IEEE
91views Data Mining» more  SISAP 2010»
8 years 10 months ago
Dimension reduction for distance-based indexing
Rui Mao, Willard L. Miranker, Daniel P. Miranker
SISAP
2010
IEEE
108views Data Mining» more  SISAP 2010»
9 years 1 months ago
Enlarging nodes to improve dynamic spatial approximation trees
Marcelo Barroso, Nora Reyes, Rodrigo Paredes
SISAP
2010
IEEE
243views Data Mining» more  SISAP 2010»
9 years 1 months ago
Similarity matrix compression for efficient signature quadratic form distance computation
Determining similarities among multimedia objects is a fundamental task in many content-based retrieval, analysis, mining, and exploration applications. Among state-of-the-art sim...
Christian Beecks, Merih Seran Uysal, Thomas Seidl
SISAP
2010
IEEE
259views Data Mining» more  SISAP 2010»
9 years 1 months ago
kNN based image classification relying on local feature similarity
In this paper, we propose a novel image classification approach, derived from the kNN classification strategy, that is particularly suited to be used when classifying images descr...
Giuseppe Amato, Fabrizio Falchi
SISAP
2010
IEEE
196views Data Mining» more  SISAP 2010»
9 years 1 months ago
Efficient and effective similarity-based video retrieval
The retrieval of videos of interest from large video collections is a main open problem which calls for the definition of new video content characterization techniques in term of ...
Ilaria Bartolini, Corrado Romani
SISAP
2010
IEEE
149views Data Mining» more  SISAP 2010»
9 years 2 months ago
On applications of parameterized hyperplane partitioning
The efficient similarity search in metric spaces is usually based on several low-level partitioning principles, which allow filtering of non-relevant objects during the search. I...
Jakub Lokoc, Tomás Skopal
SISAP
2010
IEEE
152views Data Mining» more  SISAP 2010»
9 years 2 months ago
www.MMRetrieval.net: a multimodal search engine
We introduce an experimental search engine for multilingual and multimedia information, employing a holistic web interface and enabling the use of highly distributed indices. Moda...
Konstantinos Zagoris, Avi Arampatzis, Savvas A. Ch...
SISAP
2010
IEEE
159views Data Mining» more  SISAP 2010»
9 years 2 months ago
CP-index: using clustering and pivots for indexing non-metric spaces
Most multimedia information retrieval systems use an indexing scheme to speed up similarity search. The index aims to discard large portions of the data collection at query time. ...
Victor Sepulveda, Benjamin Bustos
SISAP
2010
IEEE
135views Data Mining» more  SISAP 2010»
9 years 2 months ago
Improving the similarity search of tandem mass spectra using metric access methods
In biological applications, the tandem mass spectrometry is a widely used method for determining protein and peptide sequences from an ”in vitro” sample. The sequences are not...
Jiri Novák, Tomás Skopal, David Hoks...
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