419 citations · 832 across the 30 of their papers we have counts for
5 papers · 1 filter
Reverse Engineering Gene Networks with ANN: Variability in Network Inference Algorithms
Marco Grimaldi, Giuseppe Jurman, Roberto Visintainer
Motivation :Reconstructing the topology of a gene regulatory network is one of the key tasks in systems biology. Despite of the wide variety of proposed methods, very little work h…
A unifying view for performance measures in multi-class prediction
Giuseppe Jurman, Cesare Furlanello
In the last few years, many different performance measures have been introduced to overcome the weakness of the most natural metric, the Accuracy. Among them, Matthews Correlation…
An introduction to spectral distances in networks (extended version)
Giuseppe Jurman, Roberto Visintainer, Cesare Furlanello
Many functions have been recently defined to assess the similarity among networks as tools for quantitative comparison. They stem from very different frameworks - and they are tune…
(Finite) presentations of Bi-Zassenhaus loop algebras
Giuseppe Jurman
We prove that Bi-Zassenhaus loop algebras are finitely presented up to central and second central elements. In particular, we show an explicit finite presentation for a Lie algebra…
Algebraic Comparison of Partial Lists in Bioinformatics
Giuseppe Jurman, Samantha Riccadonna, Roberto Visintainer +1
The outcome of a functional genomics pipeline is usually a partial list of genomic features, ranked by their relevance in modelling biological phenotype in terms of a classificatio…