[HTML][HTML] Functional classification of proteins for the prediction of cellular function from a protein-protein interaction network
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 …
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 …
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.
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 …
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 …
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 …
uncharacterized proteins based on interaction networks is of crucial interest in the current …
Efficient algorithms for divisive hierarchical clustering with the diameter criterion
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 …
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 …
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
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 …
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-…
methods in biomedical research. However, how well different approaches identify disease-…