Julien Velcin
Orcid: 0000-0002-2262-045X
According to our database1,
Julien Velcin
authored at least 98 papers
between 2004 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
An Exemplars-Based Approach for Explainable Clustering: Complexity and Efficient Approximation Algorithms.
Proceedings of the 2024 SIAM International Conference on Data Mining, 2024
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024
Proceedings of the Advances in Intelligent Data Analysis XXII, 2024
2023
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Powered Dirichlet Process - Controlling the "Rich-Get-Richer" Assumption in Bayesian Clustering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Proceedings of the Advances in Intelligent Data Analysis XXI, 2023
Dirichlet-Survival Process: Scalable Inference of Topic-Dependent Diffusion Networks.
Proceedings of the Advances in Information Retrieval, 2023
Proceedings of the Advances in Information Retrieval, 2023
2022
Powered Dirichlet-Hawkes process: challenging textual clustering using a flexible temporal prior.
Knowl. Inf. Syst., 2022
Explainable Clustering via Exemplars: Complexity and Efficient Approximation Algorithms.
CoRR, 2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the IEEE International Conference on Data Mining, 2022
Le Processus Powered Dirichlet-Hawkes comme A Priori Flexible pour Clustering Temporel de Textes.
Proceedings of the Extraction et Gestion des Connaissances, 2022
Proceedings of the Complex Networks and Their Applications XI, 2022
2021
Expert Syst. Appl., 2021
Powered Dirichlet Process for Controlling the Importance of "Rich-Get-Richer" Prior Assumptions in Bayesian Clustering.
CoRR, 2021
Information Interactions in Outcome Prediction: Quantification and Interpretation using Stochastic Block Models.
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021
Powered Hawkes-Dirichlet Process: Challenging Textual Clustering using a Flexible Temporal Prior.
Proceedings of the IEEE International Conference on Data Mining, 2021
Proceedings of the Extraction et Gestion des Connaissances, 2021
Proceedings of the 2nd Workshop on Evaluation and Comparison of NLP Systems, 2021
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
2020
Behavioral differences: insights, explanations and comparisons of French and US Twitter usage during elections.
Soc. Netw. Anal. Min., 2020
Interactions in information spread: quantification and interpretation using stochastic block models.
CoRR, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the Advances in Information Retrieval, 2020
Proceedings of the Advances in Information Retrieval, 2020
New Datasets and a Benchmark of Document Network Embedding Methods for Scientific Expert Finding.
Proceedings of the 10th International Workshop on Bibliometric-enhanced Information Retrieval co-located with 42nd European Conference on Information Retrieval, 2020
2019
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019
Proceedings of the World Wide Web Conference, 2019
How to Detect Novelty in Textual Data Streams? A Comparative Study of Existing Methods.
Proceedings of the Advanced Analytics and Learning on Temporal Data, 2019
Weaving Information Propagation: Modeling the Way Information Spreads in Document Collections.
Proceedings of the Advances in Artificial Intelligence, 2019
2018
Proceedings of the 3rd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2018) co-located with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), 2018
Proceedings of the Natural Language Processing and Information Systems, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Extraction de chaînes cohérentes en vue de reconstuire la Trajectoire de l'information.
Proceedings of the Extraction et Gestion des Connaissances, 2018
Utilisation de techniques de modélisation thématiques pour la détection de nouveauté dans des flux de données textuelles.
Proceedings of the Extraction et Gestion des Connaissances, 2018
Proceedings of the Extraction et Gestion des Connaissances, 2018
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2018
2017
Soc. Netw. Anal. Min., 2017
Non-parametric clustering over user features and latent behavioral functions with dual-view mixture models.
Comput. Stat., 2017
Détection automatique de métaphores dans des textes de Géographie : une étude prospective (Automatic detection of metaphors in Geographical research papers : a prospective study).
Proceedings of the Actes des 24ème Conférence sur le Traitement Automatique des Langues Naturelles. Orléans, France, June 26-30, 2017, Volume 2, 2017
Retour d'expérience sur la détection automatique de métaphores dans des textes de Géographie.
Proceedings of the Actes des 13èmes journées francophones sur les Entrepôts de Données et l'Analyse en Ligne, 2017
2016
Data Min. Knowl. Discov., 2016
Shallow Text Clustering Does Not Mean Weak Topics: How Topic Identification Can Leverage Bigram Features.
Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing, 2016
ECSTRA-INSERM @ CLEF eHealth2016-task 2: ICD10 Code Extraction from Death Certificates.
Proceedings of the Working Notes of CLEF 2016, 2016
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016
Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016
2015
Intell. Data Anal., 2015
Expert Syst. Appl., 2015
CommentWatcher: An Open Source Web-based platform for analyzing discussions on web forums.
CoRR, 2015
CoRR, 2015
Etude de l'image de marque d'entités dans le cadre d'une plateforme de veille sur le Web social.
Proceedings of the Actes de la 22e conférence sur le Traitement Automatique des Langues Naturelles. Démonstrations, 2015
Automatic Language Identification for Romance Languages Using Stop Words and Diacritics.
Proceedings of the 17th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2015
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015
Simultaneous Clustering and Model Selection for Multinomial Distribution: A Comparative Study.
Proceedings of the Advances in Intelligent Data Analysis XIV, 2015
Proceedings of the 15èmes Journées Francophones Extraction et Gestion des Connaissances, 2015
Proceedings of the Advances in Information Retrieval, 2015
2014
Ingénierie des Systèmes d Inf., 2014
Int. J. Artif. Intell. Tools, 2014
Investigating the Image of Entities in Social Media: Dataset Design and First Results.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
2013
J. Intell. Inf. Syst., 2013
Analyse des rôles dans les communautés virtuelles : définitions et premières expérimentations sur IMDb.
CoRR, 2013
AMI&ERIC: How to Learn with Naive Bayes and Prior Knowledge: an Application to Sentiment Analysis.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013
Analyse des réclamations d'allocataires de la CAF : un cas d'étude en fouille de données.
Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013
Une nouvelle mesure pour l'évaluation des méthodes d'extraction de thématiques : la Vraisemblance Généralisée.
Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013
Proceedings of the 19th International Conference on Control Systems and Computer Science, 2013
2012
Web Intell. Agent Syst., 2012
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012
2011
Proceedings of the Emerging Intelligent Technologies in Industry, 2011
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011
Proceedings of the IJCAI 2011, 2011
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011
2010
Proceedings of the From Sociology to Computing in Social Networks - Theory, 2010
Proceedings of the Privacy and Security Issues in Data Mining and Machine Learning, 2010
Regrouper les données textuelles et nommer les groupes à l'aide de classes recouvrantes.
Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010
2009
A combination of opinion mining and social network techniques for discussion analysis.
Proceedings of the Fouille de Données d'Opinions, 2009
Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, 2009
Proceedings of the 23rd International Conference on Advanced Information Networking and Applications, 2009
2008
Proceedings of the Advances in Artificial Intelligence , 2008
2007
A Tabu-based Approach for Topic Extraction.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007
Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007
Proceedings of the Advanced Data Mining and Applications, Third International Conference, 2007
2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005
2004
Proceedings of the Conceptual Structures at Work: 12th International Conference on Conceptual Structures, 2004
Proceedings of the Conceptual Modeling, 2004