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NIPS
2004
15 years 7 months ago
An Investigation of Practical Approximate Nearest Neighbor Algorithms
This paper concerns approximate nearest neighbor searching algorithms, which have become increasingly important, especially in high dimensional perception areas such as computer v...
Ting Liu, Andrew W. Moore, Alexander G. Gray, Ke Y...
ENTCS
2006
136views more  ENTCS 2006»
15 years 6 months ago
Adaptive Application of SAT Solving Techniques
New heuristics and strategies have enabled major advancements in SAT solving in recent years. However, experimentation has shown that there is no winning solution that works in al...
Ohad Shacham, Karen Yorav
SISAP
2010
IEEE
149views Data Mining» more  SISAP 2010»
15 years 4 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
SIGIR
2008
ACM
15 years 6 months ago
Asymmetric distance estimation with sketches for similarity search in high-dimensional spaces
Efficient similarity search in high-dimensional spaces is important to content-based retrieval systems. Recent studies have shown that sketches can effectively approximate L1 dist...
Wei Dong, Moses Charikar, Kai Li
WISE
2010
Springer
15 years 4 months ago
Identifying and Ranking Possible Semantic and Common Usage Categories of Search Engine Queries
In this paper, we propose a method for identifying and ranking possible categories of any user query based on the meanings and common usages of the terms and phrases within the que...
Reza Taghizadeh Hemayati, Weiyi Meng, Clement T. Y...