[HTML][HTML] Functional classification of proteins for the prediction of cellular function from a protein-protein interaction network

C Brun, F Chevenet, D Martin, J Wojcik, A Guénoche… - Genome biology, 2003 - Springer
We here describe PRODISTIN, a new computational method allowing the functional
clustering of proteins on the basis of protein-protein interaction data. This method, assessed …

Multifunctional proteins revealed by overlapping clustering in protein interaction network

E Becker, B Robisson, CE Chapple, A Guénoche… - …, 2012 - academic.oup.com
Motivation: Multifunctional proteins perform several functions. They are expected to interact
specifically with distinct sets of partners, simultaneously or not, depending on the function …

Median linear orders: heuristics and a branch and bound algorithm

JP Barthelemy, A Guenoche, O Hudry - European Journal of Operational …, 1989 - Elsevier
After recalling some facts about the median linear orders problem, two heuristics are studied
to solve it. Then, a branch and bound method is designed which computes all the solutions.

Comparison of distance indices between partitions

L Denœud, A Guénoche - Data Science and Classification, 2006 - Springer
In this paper, we compare five classical distance indices on P n , the set of partitions on n
elements. First, we recall the definition of the transfer distance between partitions and an …

Maximum transfer distance between partitions

I Charon, L Denoeud, A Guenoche, O Hudry - Journal of classification, 2006 - Springer
In this paper, we study a distance defined over the partitions of a finite set. Given two partitions
P and Q, this distance is defined as the minimum number of transfers of an element from …

[HTML][HTML] Clustering proteins from interaction networks for the prediction of cellular functions

C Brun, C Herrmann, A Guénoche - BMC bioinformatics, 2004 - Springer
Background Developing reliable and efficient strategies allowing to infer a function to yet
uncharacterized proteins based on interaction networks is of crucial interest in the current …

Efficient algorithms for divisive hierarchical clustering with the diameter criterion

A Guénoche, P Hansen, B Jaumard - Journal of classification, 1991 - Springer
Divisive hierarchical clustering algorithms with the diameter criterion proceed by recursively
selecting the cluster with largest diameter and partitioning it into two clusters whose largest …

Consensus of partitions: a constructive approach

A Guénoche - Advances in data analysis and classification, 2011 - Springer
Given a profile (family) Π of partitions of a set of objects or items X, we try to establish a
consensus partition containing a maximum number of joined or separated pairs in X that are also …

[HTML][HTML] Clust&See: a Cytoscape plugin for the identification, visualization and manipulation of network clusters

…, A Baudot, H Garreta, L Tichit, A Guénoche… - Biosystems, 2013 - Elsevier
Background and scope Large networks, such as protein interaction networks, are extremely
difficult to analyze as a whole. We developed Clust&See, a Cytoscape plugin dedicated to …

Open community challenge reveals molecular network modules with key roles in diseases

…, S Fortunato, A Gitter, A Gorska, Y Guan, A Guénoche… - bioRxiv, 2018 - biorxiv.org
Identification of modules in molecular networks is at the core of many current analysis
methods in biomedical research. However, how well different approaches identify disease-…