Sciweavers

1385 search results - page 88 / 277
» Clustering by Random Projections
Sort
View
GLOBECOM
2009
IEEE
15 years 11 months ago
Accelerating Initialization for Sensor Networks
—Initialization is an indispensable process for wireless sensor networks since newly deployed sensors lack a reliable infrastructure for communication. Many efforts have been mad...
Linghe Kong, Luoyi Fu, Xuemei Liu, Min-You Wu
PAMI
2006
141views more  PAMI 2006»
15 years 5 months ago
Diffusion Maps and Coarse-Graining: A Unified Framework for Dimensionality Reduction, Graph Partitioning, and Data Set Parameter
We provide evidence that non-linear dimensionality reduction, clustering and data set parameterization can be solved within one and the same framework. The main idea is to define ...
Stéphane Lafon, Ann B. Lee
BMCBI
2002
136views more  BMCBI 2002»
15 years 4 months ago
Making sense of EST sequences by CLOBBing them
Background: Expressed sequence tags (ESTs) are single pass reads from randomly selected cDNA clones. They provide a highly cost-effective method to access and identify expressed g...
John Parkinson, David B. Guiliano, Mark L. Blaxter
BMCBI
2008
121views more  BMCBI 2008»
15 years 5 months ago
Microarray data mining using landmark gene-guided clustering
Background: Clustering is a popular data exploration technique widely used in microarray data analysis. Most conventional clustering algorithms, however, generate only one set of ...
Pankaj Chopra, Jaewoo Kang, Jiong Yang, HyungJun C...
172
Voted
CCGRID
2006
IEEE
15 years 11 months ago
A Failure-Aware Scheduling Strategy in Large-Scale Cluster System
As the scale is expanding, node failure becomes a commonplace feature of large-scale cluster systems. As an important part of cluster operating system software, job scheduling tak...
Linping Wu, Dan Meng, Jianfeng Zhan, Wang Lei, Bib...