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CORR
2011
Springer
209views Education» more  CORR 2011»
14 years 8 months ago
Analysis and Improvement of Low Rank Representation for Subspace segmentation
We analyze and improve low rank representation (LRR), the state-of-the-art algorithm for subspace segmentation of data. We prove that for the noiseless case, the optimization mode...
Siming Wei, Zhouchen Lin
KDD
2012
ACM
165views Data Mining» more  KDD 2012»
13 years 7 months ago
PatentMiner: topic-driven patent analysis and mining
Jie Tang, Bo Wang, Yang Yang, Po Hu, Yanting Zhao,...
EVOW
2005
Springer
15 years 10 months ago
Evolutionary Biclustering of Microarray Data
In this work, we address the biclustering of gene expression data with evolutionary computation, which has been proven to have excellent performance on complex problems. In express...
Jesús S. Aguilar-Ruiz, Federico Divina
ISBI
2002
IEEE
16 years 5 months ago
A spatially robust ICA algorithm for multiple fMRI data sets
In this paper we derive an independent-component analysis (ICA) method for analyzing two or more data sets simultaneously. Our model extracts independent components common to all ...
Ana S. Lukic, Miles N. Wernick, Lars Kai Hansen, J...
ICST
2008
IEEE
15 years 11 months ago
Efficient Test Data Generation for Variables with Complex Dependencies
This paper introduces a new method for generating test data that combines the benefits of equivalence partitioning, boundary value analysis and cause-effect analysis. It is suitab...
Armin Beer, Stefan Mohacsi