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» MESSIF: Metric Similarity Search Implementation Framework
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DELOS
2007
13 years 6 months ago
MESSIF: Metric Similarity Search Implementation Framework
The similarity search has become a fundamental computational task in many applications. One of the mathematical models of the similarity – the metric space – has drawn attenti...
Michal Batko, David Novak, Pavel Zezula
DASFAA
2010
IEEE
189views Database» more  DASFAA 2010»
13 years 9 months ago
Peer-to-Peer Similarity Search Based on M-Tree Indexing
Similarity search in metric spaces has several important applications both in centralized and distributed environments. In centralized applications, such as similarity-based image ...
Akrivi Vlachou, Christos Doulkeridis, Yannis Kotid...
VLDB
2007
ACM
169views Database» more  VLDB 2007»
14 years 4 months ago
Peer-to-Peer Similarity Search in Metric Spaces
This paper addresses the efficient processing of similarity queries in metric spaces, where data is horizontally distributed across a P2P network. The proposed approach does not r...
Christos Doulkeridis, Akrivi Vlachou, Yannis Kotid...
DEXAW
1999
IEEE
152views Database» more  DEXAW 1999»
13 years 9 months ago
Advanced Metrics for Class-Driven Similarity Search
This paper presents two metrics for the Nearest Neighbor Classifier that share the property of being adapted, i.e. learned, on a set of data. Both metrics can be used for similari...
Paolo Avesani, Enrico Blanzieri, Francesco Ricci
P2P
2006
IEEE
211views Communications» more  P2P 2006»
13 years 10 months ago
Comparison of Image Similarity Queries in P2P Systems
Given some of the recent advances in Distributed Hash Table (DHT) based Peer-To-Peer (P2P) systems we ask the following questions: Are there applications where unstructured querie...
Wolfgang Müller 0002, P. Oscar Boykin, Nima S...