199
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PRIB
15 years 1 months ago
2010 Springer 
Abstract. Supervised classifiers require manually labeled training samples to classify unlabeled objects. Active Learning (AL) can be used to selectively label only “ambiguous...
181
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PRIB
15 years 1 months ago
2010 Springer 
We present a structured output prediction approach for classifying potential anti-cancer drugs. Our QSAR model takes as input a description of a molecule and predicts the activity...
144
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PRIB
15 years 29 days ago
2010 Springer
Abstract. An important unsolved problem in structural bioinformatics is that of protein structure prediction (PSP), the reconstruction of a biologically plausible three-dimensional...
130
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PRIB
15 years 1 months ago
2010 Springer 
We studied 1372 LacI-family transcription factors and their 4484 DNA binding sites using machine learning algorithms and feature selection techniques. The Naive Bayes classifier a...
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Bioinformatics