Peer-reviewed Articles - Computer sci

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Over the last decades, clinical decision support systems have been gaining importance. They help clinicians to make effective use of the overload of available information to obtain correct diagnoses and appropriate treatments. However, their power often comes at...

["Data Mining and Machine Learning","Data Science","Optimization Theory and Computation"]
doi:10.7717/peerj-cs.150
5 citations
737 downloads
2,562 views

We consider the problem of detecting and quantifying the periodic component of a function given noise-corrupted observations of a limited number of input/output tuples. Our approach is based on Gaussian process regression, which provides a flexible non-parametric...

["Data Mining and Machine Learning","Optimization Theory and Computation"]
doi:10.7717/peerj-cs.50

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