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Vincent Labatut


Short biography. Vincent Labatut received his PhD in Computer Science (more specifically, Artificial Intelligence) from the Université Paul-Sabatier Toulouse III (France) in 2003. His work focused on defining a paradigm allowing to model cerebral information and its processing, and took place at INSERM u455 (later u825, then u1214-TONIC). Between 2003 and 2005 he was a lecturer at the Université Paul-Sabatier Toulouse III and co-founded Personnalité Numérique SAS, a data storage start-up in Toulouse. From 2005 to 2014, he was an assistant professor at the Galatasaray University (Istanbul, Turkey). Since 2014, he has been an assistant professor at the Computer Science Department (CERI) of Avignon Université and at the Avignon Computer Science Lab (LIA EA 4128).

Research interests. His current research interests include complex network analysis (centrality, community detection, signed networks, etc.), as well as information retrieval (especially on graphs).

Publications: here

Contact:

  • Office: C102
  • Email: vincent.labatut@univ-avignon.fr
  • Phone: +33 (0)4 90 84 35 25
  • Address: LIA-CERI, 339 chemin des Meinajariès, BP 1228, 84911 AVIGNON Cedex 9, France

Publications


Journal articles16 documents

Conference papers51 documents

  • Nejat Arinik, Rosa Figueiredo, Vincent Labatut. Multiple Optimal Solutions but Single Search: A Study of the Correlation Clustering Problem. 20ème congrès annuel de la société Française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF), Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2019, Le Havre, France. ⟨hal-02051683⟩
  • Adrien Gresse, Mathias Quillot, Richard Dufour, Vincent Labatut, Jean-François Bonastre. Similarity Metric Based on Siamese Neural Networks for Voice Casting. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2019, Brighton, United Kingdom. pp.6585-6589, ⟨10.1109/ICASSP.2019.8683178⟩. ⟨hal-02004762⟩
  • Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès. Abusive Language Detection in Online Conversations by Combining Content-and Graph-based Features. ICWSM International Workshop on Modeling and Mining Social-Media-Driven Complex Networks, Jun 2019, Munich, Germany. pp.8. ⟨hal-02130205⟩
  • Nejat Arinik, Rosa Figueiredo, Vincent Labatut. Analysis of Roll-Calls in the European Parliament by Multiple Partitioning of Multiplex Signed Networks. Modèles & Analyse des Réseaux : Approches Mathématiques & Informatiques (MARAMI), Oct 2018, Avignon, France. ⟨hal-01933679⟩
  • Nejat Arinik, Rosa Figueiredo, Vincent Labatut. Exploiting Antagonistic Relations in Signed Graphs under the Structural Balance Hypothesis. PGMO Days, Gaspard Monge Program for Optimization, Operations Research and their Interactions with Data Science (PGMO), Nov 2018, Paris, France. ⟨hal-01939893⟩
  • Nejat Arinik, Rosa Figueiredo, Vincent Labatut. Study of the European Parliament votes through the multiple partitioning of signed multiplex networks. 29th European Conference On Operational Research (EURO), Jul 2018, Valencia, Spain. ⟨hal-01939888⟩
  • Adrien Gresse, Richard Dufour, Vincent Labatut, Mickael Rouvier, Jean-François Bonastre. Mesure de similarité fondée sur des réseaux de neurones siamois pour le doublage de voix. XXXIIèmes Journées d’Études sur la Parole (JEP), Jun 2018, Aix-en-Provence, France. ⟨10.21437/JEP.2018-2⟩. ⟨hal-01819198⟩
  • Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès. Detection of abusive messages in an on-line community. 14ème Conférence en Recherche d'Information et Applications (CORIA), Mar 2017, Marseille, France. pp.153-168, ⟨10.24348/coria.2017.16⟩. ⟨hal-01505017⟩
  • Vincent Labatut, Guillaume Marrel. La visibilité politique en ligne : Contribution à la mesure de l’e-reputation politique d’un maire urbain. Big Data et visibilité en ligne - Un enjeu pluridisciplinaire de l’économie numérique, Nov 2017, Fort de France, France. ⟨hal-01904352⟩
  • Nejat Arinik, Rosa Figueiredo, Vincent Labatut. Signed Graph Analysis for the Interpretation of Voting Behavior. International Conference on Knowledge Technologies and Data-driven Business (i-KNOW), Oct 2017, Graz, Austria. ⟨hal-01583133v3⟩
  • Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linares. Graph-based Features for Automatic Online Abuse Detection. 5th International Conference on Statistical Language and Speech Processing, Oct 2017, Le Mans, France. pp.70-81, ⟨10.1007/978-3-319-68456-7_6⟩. ⟨hal-01571639⟩
  • Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linares. Impact Of Content Features For Automatic Online Abuse Detection. International Conference on Computational Linguistics and Intelligent Text Processing, Apr 2017, Budapest, Hungary. pp.404-419, ⟨10.1007/978-3-319-77116-8_30⟩. ⟨hal-01505502⟩
  • Etienne Papegnies, Richard Dufour, Vincent Labatut, Georges Linarès. Détection de messages abusifs au moyen de réseaux conversationnels. 8ème Conférence Modèles et Analyse des Réseaux : Approches Mathématiques et Informatiques (MARAMI), Oct 2017, La Rochelle, France. ⟨hal-01614279⟩
  • Mathias Quillot, Cassandre Ollivier, Richard Dufour, Vincent Labatut. Exploring Temporal Analysis of Tweet Content from Cultural Events. 5th International Conference on Statistical Language and Speech Processing, Oct 2017, Le Mans, France. pp.82-93, ⟨10.1007/978-3-319-68456-7_7⟩. ⟨hal-01580578⟩
  • Adrien Gresse, Mickael Rouvier, Richard Dufour, Vincent Labatut, Jean-Francois Bonastre. Acoustic Pairing of Original and Dubbed Voices in the Context of Video Game Localization. Interspeech, Aug 2017, Stockholm, Sweden. pp.2839-2843, ⟨10.21437/Interspeech.2017-1311⟩. ⟨hal-01572151⟩
  • Xavier Bost, Vincent Labatut, Serigne Gueye, Georges Linarès. Narrative Smoothing: Dynamic Conversational Network for the Analysis of TV Series Plots. DyNo: 2nd International Workshop on Dynamics in Networks, in conjunction with the 2016 IEEE/ACM International Conference ASONAM, Aug 2016, San Francisco, United States. pp.1111-1118, ⟨10.1109/ASONAM.2016.7752379⟩. ⟨hal-01276708v5⟩
  • Xavier Bost, Vincent Labatut, Serigne Gueye, Georges Linarès. Extraction de réseaux dynamiques conversationnels par lissage narratif. 7ème Conférence sur les modèles et l'analyse de réseaux : approches mathématiques et informatiques (MARAMI), Oct 2016, Cergy-Pontoise, France. ⟨hal-01385215⟩
  • Didier Josselin, Vincent Labatut, Dieter Mitsche. Straightness of rectilinear vs. radio-concentric networks: modeling simulation and comparison. Symposium on Simulation for Architecture and Urban Design (SimAUD), May 2016, London, United Kingdom. ⟨hal-01367824⟩
  • Guillaume Marrel, Vincent Labatut, Marc El Bèze. Le Web comme miroir du travail politique quotidien ? : Reconstituer l'écho médiatique en ligne des événements d'un agenda d'élu. 13ème Congrès de l'Association Française de Science Politique (AFSP), Association Française de Science Politique, Jun 2015, Aix-en-Provence, France. ⟨hal-01904338⟩
  • Jean-Valère Cossu, Nicolas Dugué, Vincent Labatut. Detecting Real-World Influence Through Twitter. 2nd European Network Intelligence Conference (ENIC), Sep 2015, Karlskrona, Sweden. ⟨hal-01164453v2⟩
  • Israel Mendonça, Rosa Figueiredo, Vincent Labatut, Philippe Michelon. Relevance of Negative Links in Graph Partitioning: A Case Study Using Votes From the European Parliament. 2nd European Network Intelligence Conference (ENIC), Sep 2015, Karlskrona, Sweden. ⟨hal-01176090v2⟩
  • Israel Mendonça, Rosa Figueiredo, Vincent Labatut, Phillipe Michelon. Informative Value of Negative Links for Graph Partitioning, with an application to European Parliament Votes. Conférence sur les modèles et l’analyse de réseaux : approches mathématiques et informatiques, 2015, Nîmes, France. ⟨hal-02055158⟩
  • Günce Keziban Orman, Vincent Labatut, Marc Plantevit, Jean-François Boulicaut. A Method for Characterizing Communities in Dynamic Attributed Complex Networks. IEEE/ACM International Conference on Advances in Social Network Analysis and Mining (ASONAM), Aug 2014, Pékin, China. pp.481-484, ⟨10.1109/ASONAM.2014.6921629⟩. ⟨hal-01011913⟩
  • Nicolas Dugué, Vincent Labatut, Anthony Perez. Identifying the Community Roles of Social Capitalists in the Twitter Network. IEEE/ACM International Conference on Advances in Social Network Analysis and Mining (ASONAM), Aug 2014, Pékin, China. pp.371-374, ⟨10.1109/ASONAM.2014.6921612⟩. ⟨hal-01011910v2⟩
  • Nicolas Dugué, Vincent Labatut, Anthony Perez. Identification de rôles communautaires dans des réseaux orientés appliquée à Twitter. 14ème conférence Extraction et Gestion des Connaissances, Jan 2014, Rennes, France. pp.125-130. ⟨hal-00918175⟩
  • Günce Keziban Orman, Vincent Labatut, Marc Plantevit, Jean-François Boulicaut. Une méthode pour caractériser les communautés des réseaux dynamiques à attributs. 14ème Conférence Extraction et Gestion des Connaissances (EGC), Jan 2014, Rennes, France. pp.101-112. ⟨hal-00918181⟩
  • Vincent Labatut. Étude de l'omniprésence des propriétés petit-monde et sans-échelle. 5ème Conférence sur les modèles et l'analyse de réseaux : approches mathématiques et informatiques (MARAMI), Oct 2014, Paris, France. ⟨hal-01075680⟩
  • Samet Atdağ, Vincent Labatut. A Comparison of Named Entity Recognition Tools Applied to Biographical Texts. 2nd International Conference on Systems and Computer Science, Aug 2013, Villeneuve d'Ascq, France. 6p. ⟨hal-00849797⟩
  • Nicolas Dugué, Vincent Labatut, Anthony Perez. Rôle communautaire des capitalistes sociaux dans Twitter. 4ème Conférence sur les modèles et l'analyse de réseaux : approches mathématiques et informatiques (MARAMI), Oct 2013, Saint-Étienne, France. pp.12. ⟨hal-00859779⟩
  • Burcu Kantarcı, Vincent Labatut. Classification of Complex Networks Based on Topological Properties. 3rd Conference on Social Computing and its Applications, Sep 2013, Karlsruhe, Germany. pp.297-304, ⟨10.1109/CGC.2013.54⟩. ⟨hal-00940688⟩
  • Vincent Labatut, Ozgovde Atay. Topological measures for the analysis of wireless sensor networks. 3rd International Conference on Ambient Systems (ANT), Networks and Technologies, 2012, Niagara Falls, Canada. pp.397-404, ⟨10.1016/j.procs.2012.06.052⟩. ⟨hal-00723724⟩
  • Vincent Labatut. Une nouvelle mesure pour l'évaluation des méthodes de détection de communautés. 3ème Conférence sur les modèles et l'analyse de réseaux : approches mathématiques et informatiques (MARAMI), 2012, Paris Villetaneuse, France. 12 p. ⟨hal-00743888⟩
  • Günce Orman, Vincent Labatut, Hocine Cherifi. An Empirical Study of the Relation Between Community Structure and Transitivity. 3rd Workshop on Complex Networks, Mar 2012, Melbourne, Florida, United States. pp.99-110, ⟨10.1007/978-3-642-30287-9_11⟩. ⟨hal-00717707⟩
  • Vincent Labatut, Hocine Cherifi. Accuracy Measures for the Comparison of Classifiers. The 5th International Conference on Information Technology, May 2011, amman, Jordan. pp.1,5. ⟨hal-00611319⟩
  • Günce Orman, Vincent Labatut, Hocine Cherifi. Qualitative Comparison of Community Detection Algorithms. DICTAP 2011, The International Conference on Digital Information and Communication Technology and its Applications, Jun 2011, Dijon, France. pp.265-279, ⟨10.1007/978-3-642-22027-2_23⟩. ⟨hal-00611385⟩
  • Keziban Gunce, Vincent Labatut, Hocine Cherifi. Relation entre transitivité et structure de communauté dans les réseaux complexes. 2ème Journée thématique Fouille de Grands Graphes (JFGG), Oct 2011, Grenoble, France. ⟨hal-01112256⟩
  • Chantal Cherifi, Vincent Labatut, Jean-François Santucci. On Flexible Web Services Composition Networks.. The International Conference on Digital Information and Communication Technology and its Applications DICTAP 2011, Jun 2011, Dijon, France. pp.45-59, ⟨10.1007/978-3-642-21984-9_5⟩. ⟨hal-00620565⟩
  • Cihan Aksoy, Vincent Labatut, Chantal Cherifi, Jean-François Santucci. MATAWS: A Multimodal Approach for Automatic WS Semantic Annotation. Third International Conference on Networked Digital Technologies, Jul 2011, Macau, China. pp.319-333, ⟨10.1007/978-3-642-22185-9_27⟩. ⟨hal-00620566⟩
  • Chantal Cherifi, Vincent Labatut, Jean-François Santucci. Web Services Dependency Networks Analysis. International Conference of New Media and Interactivity, Apr 2010, Istanbul, Turkey. pp.115-120. ⟨hal-00620541⟩
  • Chantal Cherifi, Vincent Labatut, Jean-François Santucci. Benefits of Semantics on Web Service Composition from a Complex Network Perspective.. Second International Conference on Networked Digital Technologies, Jul 2010, Prague, Czech Republic. pp.80-90, ⟨10.1007/978-3-642-14306-9_9⟩. ⟨hal-00620559⟩
  • Günce Orman, Vincent Labatut. The Effect of Network Realism on Community Detection Algorithms. International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2010, Odense, Denmark. pp.301-305, ⟨10.1109/ASONAM.2010.70⟩. ⟨hal-00633641⟩
  • Vincent Labatut, Jean-Michel Balasque. Business-oriented Analysis of a Social Network of University Students: Informative value of individual and relational data compared through group detection. International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2010, Odense, Denmark. pp.25-32, ⟨10.1109/ASONAM.2010.15⟩. ⟨hal-00633643⟩
  • Baris Aksoy, Vincent Labatut, Egi Murat, Tamer Ozyigit, Petar Denoble, et al.. Association Rules of DCI Patient Clusters and Reliability of Clustering Analysis. International Conference on Diving Hyperbaric Medicine, 2009, Aberdeen, United Kingdom. pp.58. ⟨hal-00633616⟩
  • Günce Orman, Vincent Labatut. Relative Evaluation of Partition Algorithms for Complex Networks. 1st International Conference on Networked Digital Technologies (NDT), 2009, Ostrava, Czech Republic. pp.20-25. ⟨hal-00633624⟩
  • Günce Keziban Orman, Vincent Labatut. Relative Evaluation of Partition Algorithms for Complex Networks. 1st International Conference on Networked Digital Technologies (NDT), 2009, Ostrava, Czech Republic. pp.20-25. ⟨hal-00633640⟩
  • Vincent Labatut, Josette Pastor, Serge Ruff. Dynamic Bayesian modeling of the cerebral activity. 18th International Joint Conference on Artificial Intelligence (IJCAI), 2003, Acapulco, Mexico. pp.169-174, ⟨10.1.1.106.8036⟩. ⟨hal-00634306⟩
  • Vincent Labatut, Josette Pastor. Dynamic Bayesian Networks for Integrated Neural Computation. 1st International IEEE-EMBS Conference on Neural Engineering, 2003, Capri, Italy. pp.537-540, ⟨10.1109/CNE.2003.1196882⟩. ⟨hal-00634305⟩
  • Vincent Labatut, Josette Pastor. Modeling the cerebral activity with dynamic probabilistic networks. 5th International Conference on Simulations in Biomedicine, 2003, Ljubljana, Slovenia. pp.459-468, ⟨10.2495/BIO030451⟩. ⟨hal-00634299⟩
  • Vincent Labatut, Josette Pastor, Serge Ruff. Le cerveau humain : un réseau causal fonctionnel ?. 1er Colloque des doctorants de l’École Doctorale Informatique et Télécommunications (EDIT), Université Paul Sabatier - Toulouse III, 2002, Toulouse, France. pp.34-39. ⟨hal-01176101⟩
  • Vincent Labatut, Josette Pastor. Bayesian Modeling of Cerebral Information Processing. Bayesian Models in Medicine Workshop / 8th European conference on Artificial Intelligence in Medicine (AIME), 2001, Cascais, Portugal. pp.5. ⟨hal-00634303⟩
  • Josette Pastor, Vincent Labatut. Modélisation de la structure fonctionnelle cérébrale. 10èmes Journées Neurosciences & Sciences de l’Ingénieur (NSI), 2000, Dinar, France. ⟨hal-01176094⟩

Book sections5 documents

  • Xavier Bost, Vincent Labatut, Serigne Gueye, Georges Linarès. Extraction and Analysis of Dynamic Conversational Networks from TV Series. Springer. Extraction and analysis of dynamic conversational networks from TV series, 2018, ⟨10.1007/978-3-319-78196-9_3⟩. ⟨hal-01543938v2⟩
  • Vincent Labatut, Günce Keziban Orman. Community Structure Characterization. Encyclopedia of Social Network Analysis and Mining, 2nd Edition, Springer, 2017, ⟨10.1007/978-1-4614-7163-9_110151-1⟩. ⟨hal-01525440v2⟩
  • Vincent Labatut, Jean-Michel Balasque. Informative Value of Individual and Relational Data Compared Through Business-Oriented Community Detection. The Influence of Technology on Social Network Analysis and Mining, Springer, pp.303-330, 2013, Lecture Notes in Social Networks, ⟨10.1007/978-3-7091-1346-2_13⟩. ⟨hal-00633650⟩
  • Vincent Labatut, Jean-Michel Balasque. Detection and Interpretation of Communities in Complex Networks: Methods and Practical Application. Computational Social Networks: Tools, Perspectives and Applications, Springer, pp.81-113, 2012, ⟨10.1007/978-1-4471-4048-1_4⟩. ⟨hal-00633653v3⟩
  • Chantal Cherifi, Vincent Labatut, Jean-François Santucci. Topological Properties of Web Services Similarity Networks. Sarrafzadeh, M., Petratos, P. Strategic Advantage of Computing Information Systems in Enterprise Management, ATINER, pp.105-117, 2010. ⟨hal-00620552⟩

Poster communications1 document

  • Josette Pastor, Vincent Labatut, Marc Lafon, Pierre Celsis. Modèles intégrés du traitement de l’information cérébrale. Journées INSERM Midi-Pyrénées, 2001, Toulouse, France. 2001. ⟨hal-01176104⟩

Reports4 documents

  • Vincent Labatut. Improved Named Entity Recognition Through SVM-Based Combination. [Research Report] Galatasaray University, Computer Science Department. 2013. ⟨hal-01322867⟩
  • Cihan Aksoy, Vincent Labatut. A Fully Automatic Approach to the Semantic Annotation of Web Service Descriptions. [Research Report] Galatasaray University, Computer Science Department. 2012. ⟨hal-01112241⟩
  • Jean-Michel Balasque, Vincent Labatut. Valeur informative supplémentaire apportée par l'analyse des réseaux sociaux : Premiers enseignements d'une étude au sein d'une population étudiante. [Rapport de recherche] TR200912031, Université Galatasaray. 2010. ⟨hal-01863315⟩
  • Günce Keziban, Vincent Labatut. A Modification to Improve the Realism of Networks Generated with the LFR Model. [Research Report] TR201002121, Université Galatasaray. 2010. ⟨hal-01863318⟩

Theses1 document

  • Vincent Labatut. Réseaux causaux probabilistes à grande échelle : un nouveau formalisme pour la modélisation du traitement de l'information cérébrale. Interface homme-machine [cs.HC]. Université Paul Sabatier - Toulouse III, 2003. Français. ⟨tel-00005190⟩

Lectures3 documents

  • Damien Berthet, Vincent Labatut. Algorithmique & programmation en langage C - vol.1 : Supports de cours Volume 1 Période 2005-2014. Licence. Algorithmique et Programmation, Istanbul, Turquie. 2014, pp.232. ⟨cel-01176119v2⟩
  • Damien Berthet, Vincent Labatut. Algorithmique & programmation en langage C - vol.2 : Sujets de travaux pratiques. Licence. Algorithmique et Programmation, Istanbul, Turquie. 2014, pp.258. ⟨cel-01176120⟩
  • Damien Berthet, Vincent Labatut. Algorithmique & programmation en langage C - vol.3 : Corrigés de travaux pratiques. Licence. Algorithmique et Programmation, Istanbul, Turquie. 2014, pp.217. ⟨cel-01176121⟩