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117
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CORR
2010
Springer
130views Education» more  CORR 2010»
15 years 3 months ago
Approximated Structured Prediction for Learning Large Scale Graphical Models
In this paper we propose an approximated structured prediction framework for large scale graphical models and derive message-passing algorithms for learning their parameters effic...
Tamir Hazan, Raquel Urtasun
112
Voted
BMCBI
2006
101views more  BMCBI 2006»
15 years 3 months ago
Predicting residue contacts using pragmatic correlated mutations method: reducing the false positives
Background: Predicting residues' contacts using primary amino acid sequence alone is an important task that can guide 3D structure modeling and can verify the quality of the ...
Petras J. Kundrotas, Emil Alexov
109
Voted
BMCBI
2006
118views more  BMCBI 2006»
15 years 3 months ago
Predicting the effect of missense mutations on protein function: analysis with Bayesian networks
Background: A number of methods that use both protein structural and evolutionary information are available to predict the functional consequences of missense mutations. However, ...
Chris J. Needham, James R. Bradford, Andrew J. Bul...
159
Voted
CANDC
2006
ACM
15 years 3 months ago
Prediction of protein subcellular location using hydrophobic patterns of amino acid sequence
The function of eukaryotic protein is closely correlated with its subcellular location. The number of newly found protein sequences entering into data banks is rapidly increasing ...
Tongliang Zhang, Yongsheng Ding, Kuo-Chen Chou
JMM2
2008
228views more  JMM2 2008»
15 years 3 months ago
Adaptive AC-Coefficient Prediction for Image Compression and Blind Watermarking
In this work, an adaptive image compression algorithm is proposed based on the prediction of AC coefficients in Discrete Cosine Transform (DCT) block during reconstruction of image...
Kilari Veera Swamy, S. Srinivas Kumar