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» An ICA algorithm for analyzing multiple data sets
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BMCBI
2006
202views more  BMCBI 2006»
13 years 8 months ago
Spectral embedding finds meaningful (relevant) structure in image and microarray data
Background: Accurate methods for extraction of meaningful patterns in high dimensional data have become increasingly important with the recent generation of data types containing ...
Brandon W. Higgs, Jennifer W. Weller, Jeffrey L. S...
PERCOM
2007
ACM
14 years 8 months ago
Mining Frequent Trajectory Patterns for Activity Monitoring Using Radio Frequency Tag Arrays
Activity monitoring, a crucial task in many applications, is often conducted expensively using video cameras. Also, effectively monitoring a large field by analyzing images from m...
Yunhao Liu, Lei Chen 0002, Jian Pei, Qiuxia Chen, ...
IQIS
2005
ACM
14 years 1 months ago
Exploiting relationships for object consolidation
Researchers in the data mining area frequently have to spend significant portion of their time on preprocessing the data in order to apply their algorithms to real-world datasets...
Zhaoqi Chen, Dmitri V. Kalashnikov, Sharad Mehrotr...
IPPS
1998
IEEE
14 years 17 days ago
HOSMII: A Virtual Hardware Integrated with DRAM
WASMII, a virtual hardware system that executes data ow algorithms, is based on an MPLD, an extended FPGA with multiple sets of con guration SRAM. Although we have developed an emu...
Yuichiro Shibata, Hidenori Miyazaki, Xiao-ping Lin...
PSB
2003
13 years 9 months ago
Decomposing Gene Expression into Cellular Processes
We propose a probabilistic model for cellular processes, and an algorithm for discovering them from gene expression data. A process is associated with a set of genes that particip...
Eran Segal, Alexis Battle, Daphne Koller