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KDD
2001
ACM
187views Data Mining» more  KDD 2001»
16 years 6 months ago
Random projection in dimensionality reduction: applications to image and text data
Random projections have recently emerged as a powerful method for dimensionality reduction. Theoretical results indicate that the method preserves distances quite nicely; however,...
Ella Bingham, Heikki Mannila
APPT
2005
Springer
15 years 8 months ago
Experiments on Asynchronous Partial Gauss-Seidel Method
This paper presents design and experimental results of a parallel linear equation solver by asynchronous partial Gauss-Seidel method. The basic idea of this method is derived from ...
Hiroshi Nishida, Hairong Kuang
CSB
2003
IEEE
130views Bioinformatics» more  CSB 2003»
15 years 11 months ago
A Computational Approach to Reconstructing Gene Regulatory Networks
Reverse-engineering of gene networks using linear models often results in an underdetermined system because of excessive unknown parameters. In addition, the practical utility of ...
Xutao Deng, Hesham H. Ali
ADHOC
2005
95views more  ADHOC 2005»
15 years 6 months ago
Planar graph routing on geographical clusters
Geographic routing protocols base their forwarding decisions on the location of the current device, its neighbors, and the packets destination. Early proposed heuristic greedy rou...
Hannes Frey, Daniel Görgen
DATE
2003
IEEE
159views Hardware» more  DATE 2003»
15 years 11 months ago
Model-Order Reduction Based on PRONY's Method
A new model-order reduction technique for linear dynamic systems is presented. The idea behind this technique is to transform the dynamic system function from the s-domain into th...
Makram M. Mansour, Amit Mehrotra