193
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PRIB
15 years 24 days 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...
176
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PRIB
15 years 24 days 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...
137
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PRIB
15 years 8 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...
126
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PRIB
15 years 24 days 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