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» Machine learning in bioinformatics

209

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BMCBI
2008

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Identification of transcription factor contexts in literature using machine learning approaches

15 years 6 months ago

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Background: Availability of information about transcription factors (TFs) is crucial for genome biology, as TFs play a central role in the regulation of gene expression. While man...

Hui Yang, Goran Nenadic, John A. Keane

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168

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CSL
2006
Springer

143views Automated Reasoning» more CSL 2006»

A study in machine learning from imbalanced data for sentence boundary detection in speech

15 years 6 months ago

Download www.hlt.utdallas.edu

Enriching speech recognition output with sentence boundaries improves its human readability and enables further processing by downstream language processing modules. We have const...

Yang Liu, Nitesh V. Chawla, Mary P. Harper, Elizab...

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196

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JMLR
2012

196views Programming Languages» more JMLR 2012»

A metric learning perspective of SVM: on the relation of LMNN and SVM

13 years 9 months ago

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Support Vector Machines, SVMs, and the Large Margin Nearest Neighbor algorithm, LMNN, are two very popular learning algorithms with quite diﬀerent learning biases. In this paper...

Huyen Do, Alexandros Kalousis, Jun Wang, Adam Wozn...

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101

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CVPR
2005
IEEE

135views Computer Vision» more CVPR 2005»

Recognizing Facial Expression: Machine Learning and Application to Spontaneous Behavior

16 years 8 months ago

Download www.cs.utexas.edu

Marian Stewart Bartlett, Gwen Littlewort, Mark G. ...

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