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» Data structures in Java for matrix computations
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ISAAC
1992
Springer
125views Algorithms» more  ISAAC 1992»
15 years 6 months ago
A Simple Test for the Consecutive Ones Property
A (0,1)-matrix satisfies the consecutive ones property if there exists a column permutation such that the ones in each row of the resulting matrix are consecutive. Booth and Lueke...
Wen-Lian Hsu
AAAI
2008
15 years 4 months 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
130
Voted
PPOPP
1999
ACM
15 years 6 months ago
Dynamic Instrumentation of Threaded Applications
The use of threads is becoming commonplace in both sequential and parallel programs. This paper describes our design and initial experience with non-trace based performance instru...
Zhichen Xu, Barton P. Miller, Oscar Naim
CSDA
2004
124views more  CSDA 2004»
15 years 2 months ago
Fast and robust discriminant analysis
The goal of discriminant analysis is to obtain rules that describe the separation between groups of observations. Moreover it allows to classify new observations into one of the k...
Mia Hubert, Katrien van Driessen
138
Voted
ICDM
2010
IEEE
230views Data Mining» more  ICDM 2010»
15 years 5 days ago
Clustering Large Attributed Graphs: An Efficient Incremental Approach
In recent years, many networks have become available for analysis, including social networks, sensor networks, biological networks, etc. Graph clustering has shown its effectivenes...
Yang Zhou, Hong Cheng, Jeffrey Xu Yu