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» Fast High-Dimensional Data Search in Incomplete Databases
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82
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ICDE
2008
IEEE
139views Database» more  ICDE 2008»
15 years 6 months ago
Compact Similarity Joins
— Similarity joins have attracted significant interest, with applications in Geographical Information Systems, astronomy, marketing analyzes, and anomaly detection. However, all...
Brent Bryan, Frederick Eberhardt, Christos Falouts...
100
Voted
AAAI
2012
13 years 2 months ago
Double-Bit Quantization for Hashing
Hashing, which tries to learn similarity-preserving binary codes for data representation, has been widely used for efficient nearest neighbor search in massive databases due to i...
Weihao Kong, Wu-Jun Li
91
Voted
COCO
2003
Springer
118views Algorithms» more  COCO 2003»
15 years 4 months ago
Lower bounds for predecessor searching in the cell probe model
We consider a fundamental problem in data structures, static predecessor searching: Given a subset S of size n from the universe [m], store S so that queries of the form “What i...
Pranab Sen
KDD
2009
ACM
152views Data Mining» more  KDD 2009»
16 years 6 days ago
TANGENT: a novel, 'Surprise me', recommendation algorithm
Most of recommender systems try to find items that are most relevant to the older choices of a given user. Here we focus on the "surprise me" query: A user may be bored ...
Kensuke Onuma, Hanghang Tong, Christos Faloutsos
BMCBI
2008
106views more  BMCBI 2008»
14 years 11 months ago
An Integrated Korean Biodiversity and Genetic Information Retrieval System
Background: On-line biodiversity information databases are growing quickly and being integrated into general bioinformatics systems due to the advances of fast gene sequencing tec...
Jeongheui Lim, Jong Bhak, Hee-Mock Oh, Chang-Bae K...