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BIOINFORMATICS
2008
111views more  BIOINFORMATICS 2008»
15 years 24 days ago
An unsupervised conditional random fields approach for clustering gene expression time series
Chang-Tsun Li, Yinyin Yuan, Roland Wilson
23
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CMOT
2008
52views more  CMOT 2008»
15 years 24 days ago
Conditional random fields for entity extraction and ontological text coding
Jana Diesner, Kathleen M. Carley
CORR
2006
Springer
103views Education» more  CORR 2006»
15 years 22 days ago
On Separation, Randomness and Linearity for Network Codes over Finite Fields
Siddharth Ray, Michelle Effros, Muriel Méda...
140
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JMLR
2008
230views more  JMLR 2008»
15 years 20 days ago
Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks
Log-linear and maximum-margin models are two commonly-used methods in supervised machine learning, and are frequently used in structured prediction problems. Efficient learning of...
Michael Collins, Amir Globerson, Terry Koo, Xavier...