A modified cutoff scanning matrix protein representation for enhancing protein function prediction

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Granular computing techniques for bioinformatics pattern recognition problems in non-metric spaces

A Martino, A Giuliani, A Rizzi - Computational Intelligence for Pattern …, 2018 - Springer
Computational intelligence and pattern recognition techniques are gaining more and more
attention as the main computing tools in bioinformatics applications. This is due to the fact …
被引用次数：42 相关文章 所有 6 个版本

Supervised approaches for protein function prediction by topological data analysis

A Martino, A Rizzi, FMF Mascioli - 2018 International joint …, 2018 - ieeexplore.ieee.org
Topological Data Analysis is a novel approach, useful whenever data can be described by
topological structures such as graphs. The aim of this paper is to investigate whether such …
被引用次数：34 相关文章 所有 3 个版本

Dissimilarity space representations and automatic feature selection for protein function prediction

E De Santis, A Martino, A Rizzi… - 2018 International joint …, 2018 - ieeexplore.ieee.org
Dissimilarity spaces, along with feature reduction/selection techniques, are among the
mainstream approaches when dealing with pattern recognition problems in structured (and …
被引用次数：21 相关文章 所有 4 个版本