Peer-reviewed Articles - Computer sci

100 downloads
580 views

This paper presents a novel prototype platform that uses the same LaTeX mark-up language, commonly used to typeset mathematical content, as an input language for modeling optimization problems of various classes. The platform converts the LaTeX model into a formal...

["Optimization Theory and Computation","Scientific Computing and Simulation","Programming Languages","Software Engineering"]
doi:10.7717/peerj-cs.161
103 downloads
843 views

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
2 citations
428 downloads
1,191 views

Summary. Differential Evolution Entirely Parallel (DEEP) package is a software for finding unknown real and integer parameters in dynamical models of biological processes by minimizing one or even several objective functions that measure the deviation of model...

["Computational Biology","Distributed and Parallel Computing","Optimization Theory and Computation"]
doi:10.7717/peerj-cs.74
4 citations
646 downloads
2,367 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
453 downloads
1,584 views

An object-oriented computational framework for the transformation of colour data and colour metric tensors is presented. The main idea of the design is to represent the transforms between spaces as compositions of objects from a class hierarchy providing the methods...

["Computer Vision","Graphics","Optimization Theory and Computation","Scientific Computing and Simulation","Software Engineering"]
doi:10.7717/peerj-cs.48

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