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AAAI
2008
15 years 1 days ago
Clustering via Random Walk Hitting Time on Directed Graphs
In this paper, we present a general data clustering algorithm which is based on the asymmetric pairwise measure of Markov random walk hitting time on directed graphs. Unlike tradi...
Mo Chen, Jianzhuang Liu, Xiaoou Tang
CORR
2007
Springer
76views Education» more  CORR 2007»
14 years 9 months ago
Some problems in asymptotic convex geometry and random matrices motivated by numerical algorithms
Abstract. The simplex method in Linear Programming motivates several problems of asymptotic convex geometry. We discuss some conjectures and known results in two related directions...
Roman Vershynin
SIGMOD
2008
ACM
140views Database» more  SIGMOD 2008»
15 years 10 months ago
Relational joins on graphics processors
We present a novel design and implementation of relational join algorithms for new-generation graphics processing units (GPUs). The most recent GPU features include support for wr...
Bingsheng He, Ke Yang, Rui Fang, Mian Lu, Naga K. ...
CIKM
2005
Springer
15 years 3 months ago
Joint deduplication of multiple record types in relational data
Record deduplication is the task of merging database records that refer to the same underlying entity. In relational databases, accurate deduplication for records of one type is o...
Aron Culotta, Andrew McCallum
MIE
2008
123views Healthcare» more  MIE 2008»
14 years 11 months ago
Searching Related Resources in a Quality Controlled Health Gateway: a Feasibility Study
Objective: The neighbors of a document are those documents in a corpus that are most similar to it. The objective of this paper is to develop and evaluate the related resources alg...
Tayeb Merabti, Suzanne Pereira, Catherine Letord, ...