Search Results - "Labatut, Vincent"

Characterizing and Comparing External Measures for the Assessment of Cluster Analysis and Community Detection by Arinik, Nejat, Labatut, Vincent, Figueiredo, Rosa

“…In the context of cluster analysis and graph partitioning, many external evaluation measures have been proposed in the literature to compare two partitions of…”
Get full text

Whole-Graph Representation Learning for the Classification of Signed Networks by Cecillon, Noe, Labatut, Vincent, Dufour, Richard, Arinik, Nejat

“…Graphs are ubiquitous for modeling complex systems involving structured data and relationships. Consequently, graph representation learning, which aims to…”
Get full text

FOPPA: an open database of French public procurement award notices from 2010–2020 by Potin, Lucas, Labatut, Vincent, Morand, Pierre-Henri, Largeron, Christine

“…Public Procurement refers to governments’ purchasing activities of goods, services, and construction of public works. In the European Union (EU), it is an…”
Get full text

Approximating Spatial Distance Through Confront Networks: Application to the Segmentation of Medieval Avignon by Ferrand, Margot, Labatut, Vincent

“…In historical studies, the older the sources, the more common it is to have access to data that are only partial, and/or unreliable or imprecise. This can make…”
Get full text

Multiple partitioning of multiplex signed networks: Application to European parliament votes by Arinik, Nejat, Figueiredo, Rosa, Labatut, Vincent

“…For more than a decade, graphs have been used to model the voting behavior taking place in parliaments. However, the methods described in the literature suffer…”
Get full text

Efficient enumeration of the optimal solutions to the correlation clustering problem by Arınık, Nejat, Figueiredo, Rosa, Labatut, Vincent

“…According to the structural balance theory, a signed graph is considered structurally balanced when it can be partitioned into a number of modules such that…”
Get full text

Continuous average Straightness in spatial graphs by Labatut, Vincent

“…The Straightness is a measure designed to characterize a pair of vertices in a spatial graph. It is defined as the ratio of the Euclidean distance to the graph…”
Get full text

A comparison of named entity recognition tools applied to biographical texts by Atdag, Samet, Labatut, Vincent

“…Named entity recognition (NER) is a popular domain of natural language processing. For this reason, many tools exist to perform this task. Amongst other…”
Get full text

Renard: A Modular Pipeline for Extracting Character Networks from Narrative Texts by Amalvy, Arthur, Labatut, Vincent, Dufour, Richard

“…Renard (Relationships Extraction from NARrative Documents) is a Python library that allows to define custom natural language processing (NLP) pipelines to…”
Get full text

FedSV: Byzantine-Robust Federated Learning via Shapley Value by Otmani, Khaoula, El-Azouzi, Rachid, Labatut, Vincent

“…In Federated Learning (FL), several clients jointly learn a machine learning model: each client maintains a local model for its local learning dataset, while a…”
Get full text

Multiple partitioning of multiplex signed networks by Arinik, Nejat, Figueiredo, Rosa, Labatut, Vincent

“…•New method to partition multiplex signed networks.•Highlights characteristic patterns at the European Parliament.•Uncovers legislative propositions associated…”
Get full text

Interconnected Kingdoms: comparing ‘A Song of Ice and Fire’ adaptations across media using complex networks by Amalvy, Arthur, Janickyj, Madeleine, Mannion, Shane, MacCarron, Pádraig, Labatut, Vincent

“…In this article, we propose and apply a method to compare adaptations of the same story across different media. We tackle this task by modelling such…”
Get full text

Exploring the evolution of node neighborhoods in Dynamic Networks by Orman, Günce Keziban, Labatut, Vincent, Naskali, Ahmet Teoman

“…Dynamic Networks are a popular way of modeling and studying the behavior of evolving systems. However, their analysis constitutes a relatively recent subfield…”
Get full text

Remembering winter was coming: Character-oriented video summaries of TV series by Bost, Xavier, Gueye, Serigne, Labatut, Vincent, Larson, Martha, Linarès, Georges, Malinas, Damien, Roth, Raphaël

“…Today’s popular tv series tend to develop continuous, complex plots spanning several seasons, but are often viewed in controlled and discontinuous conditions…”
Get full text

Multiplicity and diversity: analysing the optimal solution space of the correlation clustering problem on complete signed graphs by Arınık, Nejat, Figueiredo, Rosa, Labatut, Vincent

“…Abstract In order to study real-world systems, many applied works model them through signed graphs, that is, graphs whose edges are labelled as either positive…”
Get full text

Continuous Average Straightness in Spatial Graphs by Labatut, Vincent

“…Journal of Complex Networks, 2018, 6 (2), pp.269-296 The Straightness is a measure designed to characterize a pair of vertices in a spatial graph. It is…”
Get full text

Conversational Networks for Automatic Online Moderation by Papegnies, Etienne, Labatut, Vincent, Dufour, Richard, Linares, Georges

“…Moderation of user-generated content in an online community is a challenge that has great socio-economic ramifications. However, the costs incurred by…”
Get full text

A review of features for the discrimination of twitter users: application to the prediction of offline influence by Cossu, Jean-Valère, Labatut, Vincent, Dugué, Nicolas

“…Many works related to Twitter aim at characterizing its users in some way: role on the service (spammers, bots, organizations, etc.), nature of the user…”
Get full text

Complex Network Analysis of a Graphic Novel: The Case of the Bande Dessin\'ee Thorgal by Labatut, Vincent

“…Advances in Complex Systems, World Scientific, 25(5&6):2240003, 2022 The task of extracting and analyzing character networks from works of fiction, such as…”
Get full text

Remembering winter was coming by Bost, Xavier, Gueye, Serigne, Labatut, Vincent, Larson, Martha, Linarès, Georges, Malinas, Damien, Roth, Raphaël

“…Today’s popular tv series tend to develop continuous, complex plots spanning several seasons, but are often viewed in controlled and discontinuous conditions…”
Get full text