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38

BMCBI
2007

173views more BMCBI 2007»

Recursive Cluster Elimination (RCE) for classification and feature selection from gene expression data

13 years 8 months ago

Background: Classification studies using gene expression datasets are usually based on small numbers of samples and tens of thousands of genes. The selection of those genes that a...

Malik Yousef, Segun Jung, Louise C. Showe, Michael...

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22

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DAC
2001
ACM

105views Computer Architecture» more DAC 2001»

Clustered VLIW Architectures with Predicated Switching

14 years 9 months ago

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In order to meet the high throughput requirements of applications exhibiting high ILP, VLIW ASIPs may increasingly include large numbers of functional unitsFUs. Unfortunately, `sw...

Margarida F. Jacome, Gustavo de Veciana, Satish Pi...

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18

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WEBI
2007
Springer

92views Internet Technology» more WEBI 2007»

K-SVMeans: A Hybrid Clustering Algorithm for Multi-Type Interrelated Datasets

14 years 2 months ago

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Identiﬁcation of distinct clusters of documents in text collections has traditionally been addressed by making the assumption that the data instances can only be represented by ...

Levent Bolelli, Seyda Ertekin, Ding Zhou, C. Lee G...

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27

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ICMLA
2007

95views Machine Learning» more ICMLA 2007»

SVMotif: A Machine Learning Motif Algorithm

13 years 10 months ago

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We describe SVMotif, a support vector machine-based learning algorithm for identification of cellular DNA transcription factor (TF) motifs extrapolated from known TF-gene interact...

Mark A. Kon, Yue Fan, Dustin T. Holloway, Charles ...

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18

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ICML
2004
IEEE

115views Machine Learning» more ICML 2004»

Integrating constraints and metric learning in semi-supervised clustering

14 years 9 months ago