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» Landscape of Clustering Algorithms
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190
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KDD
2007
ACM
159views Data Mining» more  KDD 2007»
16 years 7 months ago
Local decomposition for rare class analysis
Given its importance, the problem of predicting rare classes in large-scale multi-labeled data sets has attracted great attentions in the literature. However, the rare-class probl...
Junjie Wu, Hui Xiong, Peng Wu, Jian Chen
137
Voted
AUSDM
2007
Springer
107views Data Mining» more  AUSDM 2007»
16 years 1 months ago
A Discriminant Analysis for Undersampled Data
One of the inherent problems in pattern recognition is the undersampled data problem, also known as the curse of dimensionality reduction. In this paper a new algorithm called pai...
Matthew Robards, Junbin Gao, Philip Charlton
CSIE
2009
IEEE
15 years 11 months ago
Parallel Processing and Large-Field Electron Microscope Tomography
We review some recent progress in improving the speed of electron microscope tomography through highly parallel algorithms implemented on parallel computers, clusters and graphics...
Albert Lawrence, Sebastien Phan, Rajvikram Singh
SYRCODIS
2008
136views Database» more  SYRCODIS 2008»
15 years 8 months ago
Stochastic Approach to Binary Matrix Partitioning for Phylogenetic Networks
In this research we introduce the problem of the binary matrix partitioning in a biological context. Our idea is to use SNP matrix to construct a set of phylogenetic networks to r...
Victoria Kusherbaeva, Nikolay Vyahhi
203
Voted
BMCBI
2007
149views more  BMCBI 2007»
15 years 7 months ago
A unified framework for finding differentially expressed genes from microarray experiments
Background: This paper presents a unified framework for finding differentially expressed genes (DEGs) from the microarray data. The proposed framework has three interrelated modul...
Jahangheer S. Shaik, Mohammed Yeasin