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Journal Articles

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2022
[j15]
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Powered Dirichlet-Hawkes process: challenging textual clustering using a flexible temporal prior. Knowl. Inf. Syst. 64(11): 2921-2944 (2022)
2021
[j14]
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Clément Christophe, Julien Velcin, Jairo Cugliari, Philippe Suignard, Manel Boumghar:
Change detection in textual classification with unexpected dynamics. Expert Syst. Appl. 176: 114831 (2021)
2020
[j13]
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Ian Davidson, Antoine Gourru, Julien Velcin, Yue Wu:
Behavioral differences: insights, explanations and comparisons of French and US Twitter usage during elections. Soc. Netw. Anal. Min. 10(1): 6 (2020)
2017
[j12]
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Alberto Lumbreras, Julien Velcin, Marie Guégan, Bertrand Jouve:
Non-parametric clustering over user features and latent behavioral functions with dual-view mixture models. Comput. Stat. 32(1): 145-177 (2017)
[j11]
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Alberto Lumbreras, Bertrand Jouve, Julien Velcin, Marie Guégan:
Role detection in online forums based on growth models for trees. Soc. Netw. Anal. Min. 7(1): 49:1-49:13 (2017)
2016
[j10]
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Marian-Andrei Rizoiu, Julien Velcin, Stéphane Bonnevay, Stéphane Lallich:
ClusPath: a temporal-driven clustering to infer typical evolution paths. Data Min. Knowl. Discov. 30(5): 1324-1349 (2016)
2015
[j9]
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Thien Hai Nguyen, Kiyoaki Shirai, Julien Velcin:
Sentiment analysis on social media for stock movement prediction. Expert Syst. Appl. 42(24): 9603-9611 (2015)
[j8]
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Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich:
Semantic-enriched visual vocabulary construction in a weakly supervised context. Intell. Data Anal. 19(1): 161-185 (2015)
2014
[j7]
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Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich:
How to Use Temporal-Driven Constrained Clustering to Detect Typical Evolutions. Int. J. Artif. Intell. Tools 23(4) (2014)
[j6]
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Julien Velcin, Anne Peradotto, Leila Khouas, Jean-Valère Cossu, Jean-Yves Dormagen, Caroline Brun:
Analyser l'image de marque d'entités sur le web. Revue du projet ImagiWeb. Ingénierie des Systèmes d Inf. 19(3): 159-162 (2014)
[j5]
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Fadila Bentayeb, Julien Velcin, Stéphane Bonnevay, Jérôme Darmont:
Data Science and Decision Support at ERIC. SIGMOD Rec. 43(4): 37-42 (2014)
2013
[j4]
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Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich:
Unsupervised feature construction for improving data representation and semantics. J. Intell. Inf. Syst. 40(3): 501-527 (2013)
2012
[j3]
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Mathilde Forestier, Anna Stavrianou, Julien Velcin, Djamel A. Zighed:
Roles in social networks: Methodologies and research issues. Web Intell. Agent Syst. 10(1): 117-133 (2012)
2011
[j2]
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Gérald Gavin, Julien Velcin, Philippe Aubertin:
Privacy Preserving Aggregation of Secret Classifiers. Trans. Data Priv. 4(3): 167-187 (2011)
2007
[j1]
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Julien Velcin, Jean-Gabriel Ganascia:
Default Clustering with Conceptual Structures. J. Data Semant. 8: 1-25 (2007)

Conference and Workshop Papers

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2024
[c70]
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Enzo Terreau, Julien Velcin:
Building Brownian Bridges to Learn Dynamic Author Representations from Texts. IDA (1) 2024: 230-241
[c69]
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Irina Proskurina, Luc Brun, Guillaume Metzler, Julien Velcin:
When Quantization Affects Confidence of Large Language Models? NAACL-HLT (Findings) 2024: 1918-1928
[c68]
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Ian Davidson, Michael J. Livanos, Antoine Gourru, Peter B. Walker, Julien Velcin, S. S. Ravi:
An Exemplars-Based Approach for Explainable Clustering: Complexity and Efficient Approximation Algorithms. SDM 2024: 46-54
2023
[c67]
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Multivariate Powered Dirichlet-Hawkes Process. ECIR (2) 2023: 47-61
[c66]
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Dirichlet-Survival Process: Scalable Inference of Topic-Dependent Diffusion Networks. ECIR (2) 2023: 562-570
[c65]
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Irina Proskurina, Guillaume Metzler, Julien Velcin:
The Other Side of Compression: Measuring Bias in Pruned Transformers. IDA 2023: 366-378
[c64]
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Powered Dirichlet Process - Controlling the "Rich-Get-Richer" Assumption in Bayesian Clustering. ECML/PKDD (1) 2023: 611-626
[c63]
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Dynamic Mixed Membership Stochastic Block Model for Weighted Labeled Networks. SIGIR 2023: 1569-1577
2022
[c62]
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Properties of Reddit News Topical Interactions. COMPLEX NETWORKS (1) 2022: 16-28
[c61]
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Le Processus Powered Dirichlet-Hawkes comme A Priori Flexible pour Clustering Temporel de Textes. EGC 2022: 323-330
[c60]
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Serialized Interacting Mixed Membership Stochastic Block Model. ICDM 2022: 1143-1148
[c59]
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Antoine Gourru, Julien Velcin, Christophe Gravier, Julien Jacques:
Dynamic Gaussian Embedding of Authors. WWW 2022: 2109-2119
2021
[c58]
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Clément Christophe, Julien Velcin, Jairo Cugliari, Manel Boumghar, Philippe Suignard:
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics. EMNLP (1) 2021: 994-1003
[c57]
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Enzo Terreau, Antoine Gourru, Julien Velcin:
Writing Style Author Embedding Evaluation. Eval4NLP 2021: 84-93
[c56]
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Antoine Gourru, Rohit Yadav, Julien Velcin:
Apprentissage Conjoint de Représentations d'Auteurs et de Documents. EGC 2021: 11-23
[c55]
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Powered Hawkes-Dirichlet Process: Challenging Textual Clustering using a Flexible Temporal Prior. ICDM 2021: 509-518
[c54]
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Information Interaction Profile of Choice Adoption. ECML/PKDD (3) 2021: 103-118
[c53]
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Information Interactions in Outcome Prediction: Quantification and Interpretation using Stochastic Block Models. RecSys 2021: 199-208
2020
[c52]
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Robin Brochier, Antoine Gourru, Adrien Guille, Julien Velcin:
New Datasets and a Benchmark of Document Network Embedding Methods for Scientific Expert Finding. BIR@ECIR 2020: 16-29
[c51]
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Antoine Gourru, Adrien Guille, Julien Velcin, Julien Jacques:
Document Network Projection in Pretrained Word Embedding Space. ECIR (2) 2020: 150-157
[c50]
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Robin Brochier, Adrien Guille, Julien Velcin:
Inductive Document Network Embedding with Topic-Word Attention. ECIR (1) 2020: 326-340
[c49]
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Antoine Gourru, Julien Velcin, Julien Jacques:
Gaussian Embedding of Linked Documents from a Pretrained Semantic Space. IJCAI 2020: 3912-3918
2019
[c48]
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Charles Huyghues-Despointes, Leila Khouas, Julien Velcin, Sabine Loudcher:
Weaving Information Propagation: Modeling the Way Information Spreads in Document Collections. Canadian AI 2019: 394-399
[c47]
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Clément Christophe, Julien Velcin, Jairo Cugliari, Philippe Suignard, Manel Boumghar:
How to Detect Novelty in Textual Data Streams? A Comparative Study of Existing Methods. AALTD@PKDD/ECML 2019: 110-125
[c46]
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Robin Brochier, Adrien Guille, Julien Velcin:
Link Prediction with Mutual Attention for Text-Attributed Networks. WWW (Companion Volume) 2019: 283-284
[c45]
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Robin Brochier, Adrien Guille, Julien Velcin:
Global Vectors for Node Representations. WWW 2019: 2587-2593
2018
[c44]
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  - conf/clef/SherkatVM18
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Ehsan Sherkat, Julien Velcin, Evangelos E. Milios:
Fast and Simple Deterministic Seeding of KMeans for Text Document Clustering. CLEF 2018: 76-88
[c43]
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Clément Christophe, Julien Velcin, Manel Boumghar:
Utilisation de techniques de modélisation thématiques pour la détection de nouveauté dans des flux de données textuelles. EGC 2018: 239-250
[c42]
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Charles Huyghues-Despointes, Leila Khouas, Julien Velcin, Sabine Loudcher:
Extraction de chaînes cohérentes en vue de reconstuire la Trajectoire de l'information. EGC 2018: 317-322
[c41]
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Robin Brochier, Adrien Guille, Julien Velcin, Benjamin Rothan, François Di Cioccio:
Peerus Review: Un outil de recherche d'experts scientifiques. EGC 2018: 463-466
[c40]
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Julien Velcin, Antoine Gourru, Erwan Giry-Fouquet, Christophe Gravier, Mathieu Roche, Pascal Poncelet:
Readitopics: Make Your Topic Models Readable via Labeling and Browsing. IJCAI 2018: 5874-5876
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Antoine Gourru, Julien Velcin, Mathieu Roche, Christophe Gravier, Pascal Poncelet:
United We Stand: Using Multiple Strategies for Topic Labeling. NLDB 2018: 352-363
[c38]
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Robin Brochier, Adrien Guille, Benjamin Rothan, Julien Velcin:
Impact of the Query Set on the Evaluation of Expert Finding Systems. BIRNDL@SIGIR 2018: 32-45
2017
[c37]
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Max Beligné, Aleksandra Campar, Jean-Hugues Chauchat, Mélanie Lefeuvre, Isabelle Lefort, Sabine Loudcher, Julien Velcin:
Retour d'expérience sur la détection automatique de métaphores dans des textes de Géographie. EDA 2017: 159-160
[c36]
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Max Beligné, Aleksandra Campar, Jean-Hugues Chauchat, Mélanie Lefeuvre, Isabelle Lefort, Sabine Loudcher, Julien Velcin:
Détection automatique de métaphores dans des textes de Géographie : une étude prospective (Automatic detection of metaphors in Geographical research papers : a prospective study). TALN (2) 2017: 86-93
2016
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Ciprian-Octavian Truica, Jérôme Darmont, Julien Velcin:
A Scalable Document-Based Architecture for Text Analysis. ADMA 2016: 481-494
[c34]
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  - conf/cicling/DermoucheVFCT16
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Mohamed Dermouche, Julien Velcin, Rémi Flicoteaux, Sylvie Chevret, Namik Taright:
Supervised Topic Models for Diagnosis Code Assignment to Discharge Summaries. CICLing (2) 2016: 485-497
[c33]
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Mohamed Dermouche, Vincent Looten, Rémi Flicoteaux, Sylvie Chevret, Julien Velcin, Namik Taright:
ECSTRA-INSERM @ CLEF eHealth2016-task 2: ICD10 Code Extraction from Death Certificates. CLEF (Working Notes) 2016: 61-68
[c32]
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Julien Velcin, Mathieu Roche, Pascal Poncelet:
Shallow Text Clustering Does Not Mean Weak Topics: How Topic Identification Can Leverage Bigram Features. DMNLP@PKDD/ECML 2016: 25-32
2015
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Young-Min Kim, Julien Velcin, Stéphane Bonnevay, Marian-Andrei Rizoiu:
Temporal Multinomial Mixture for Instance-Oriented Evolutionary Clustering. ECIR 2015: 593-604
[c30]
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Mohamed Dermouche, Leila Khouas, Sabine Loudcher, Julien Velcin, Eric Fourboul:
Analyse et visualisation d'opinions dans un cadre de veille sur leWeb. EGC 2015: 461-466
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Abul Hasnat, Julien Velcin, Stéphane Bonnevay, Julien Jacques:
Simultaneous Clustering and Model Selection for Multinomial Distribution: A Comparative Study. IDA 2015: 120-131
[c28]
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Mohamed Dermouche, Leila Khouas, Julien Velcin, Sabine Loudcher:
A joint model for topic-sentiment modeling from text. SAC 2015: 819-824
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Ciprian-Octavian Truica, Julien Velcin, Alexandru Boicea:
Automatic Language Identification for Romance Languages Using Stop Words and Diacritics. SYNASC 2015: 243-246
[c26]
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Leila Khouas, Caroline Brun, Anne Peradotto, Jean-Valère Cossu, Julien Boyadjian, Julien Velcin:
Etude de l'image de marque d'entités dans le cadre d'une plateforme de veille sur le Web social. TALN (Demos) 2015: 10-11
2014
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Mohamed Dermouche, Julien Velcin, Leila Khouas, Sabine Loudcher:
A Joint Model for Topic-Sentiment Evolution over Time. ICDM 2014: 773-778
[c24]
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Julien Velcin, Young-Min Kim, Caroline Brun, Jean-Yves Dormagen, Eric SanJuan, Leila Khouas, Anne Peradotto, Stéphane Bonnevay, Claude Roux, Julien Boyadjian, Alejandro Molina-Villegas, Marie Neihouser:
Investigating the Image of Entities in Social Media: Dataset Design and First Results. LREC 2014: 818-822
2013
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Dumitru-Clementin Cercel, Stefan Trausan-Matu, Julien Velcin:
Overview and Preliminary Results for a Opinions Summarizarion Method. CSCS 2013: 218-224
[c22]
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Mohamed Dermouche, Julien Velcin, Sabine Loudcher, Leila Khouas:
Une nouvelle mesure pour l'évaluation des méthodes d'extraction de thématiques : la Vraisemblance Généralisée. EGC 2013: 317-328
[c21]
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Sabine Loudcher, Julien Velcin, Vincent Forissier, Cyril Broilliard, Philippe Simonnot:
Analyse des réclamations d'allocataires de la CAF : un cas d'étude en fouille de données. EGC 2013: 449-460
[c20]
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Mohamed Dermouche, Leila Khouas, Julien Velcin, Sabine Loudcher:
AMI&ERIC: How to Learn with Naive Bayes and Prior Knowledge: an Application to Sentiment Analysis. SemEval@NAACL-HLT 2013: 364-368
2012
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Mathilde Forestier, Julien Velcin, Anna Stavrianou, Djamel A. Zighed:
Extracting Celebrities from Online Discussions. ASONAM 2012: 322-326
[c18]
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Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich:
Structuring Typical Evolutions Using Temporal-Driven Constrained Clustering. ICTAI 2012: 610-617
[c17]
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Catalina-Anca Ioan, Julien Velcin, Stefan Trausan-Matu:
Tagging Choreographic Data for Data Mining and Classification. ICTAI 2012: 719-726
2011
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Mathilde Forestier, Julien Velcin, Djamel A. Zighed:
Extracting Social Networks to Understand Interaction. ASONAM 2011: 213-219
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Claudiu Cristian Musat, Julien Velcin, Stefan Trausan-Matu, Marian-Andrei Rizoiu:
Improving Topic Evaluation Using Conceptual Knowledge. IJCAI 2011: 1866-1871
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Claudiu Cristian Musat, Julien Velcin, Marian-Andrei Rizoiu, Stefan Trausan-Matu:
Concept-Based Topic Model Improvement. ISMIS Industrial Session 2011: 133-142
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Mathilde Forestier, Julien Velcin, Djamel A. Zighed:
Extracting Social Networks Enriched by Using Text. ISMIS 2011: 140-145
2010
[c12]
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Marian-Andrei Rizoiu, Julien Velcin, Jean-Hugues Chauchat:
Regrouper les données textuelles et nommer les groupes à l'aide de classes recouvrantes. EGC 2010: 561-572
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Gérald Gavin, Julien Velcin:
Quadratic Error Minimization in a Distributed Environment with Privacy Preserving. PSDML 2010: 22-35
2009
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Anna Stavrianou, Jean-Hugues Chauchat, Julien Velcin:
A Content-Oriented Framework for Online Discussion Analysis. AINA Workshops 2009: 721-726
[c9]
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Anna Stavrianou, Julien Velcin, Jean-Hugues Chauchat:
Definition and Measures of an Opinion Model for Mining Forums. ASONAM 2009: 188-193
2008
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Ahmad El Sayed, Julien Velcin, Djamel A. Zighed:
Word Clustering with Validity Indices. Canadian AI 2008: 259-270
2007
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Julien Velcin, Jean-Gabriel Ganascia:
Topic Extraction with AGAPE. ADMA 2007: 377-388
[c6]
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Julien Velcin, William Vacher, Jean-Gabriel Ganascia:
Logiciel d'aide à l'évaluation des catégorisations. EGC 2007: 175-176
[c5]
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Julien Velcin, Jean-Gabriel Ganascia:
A Tabu-based Approach for Topic Extraction. MLDM Posters 2007: 41-54
2005
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Julien Velcin, Jean-Gabriel Ganascia:
Default Clustering from Sparse Data Sets. ECSQARU 2005: 968-979
[c3]
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Julien Velcin, Jean-Gabriel Ganascia:
Stereotype Extraction with Default Clustering. IJCAI 2005: 883-888
2004
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Julien Velcin, Jean-Gabriel Ganascia:
Modeling Default Induction with Conceptual Structures. ER 2004: 83-95
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Jean-Gabriel Ganascia, Julien Velcin:
Clustering of Conceptual Graphs with Sparse Data. ICCS 2004: 156-169

Parts in Books or Collections

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2010
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Anna Stavrianou, Julien Velcin, Jean-Hugues Chauchat:
PROG: A Complementary Model to the Social Networks for Mining Forums. From Sociology to Computing in Social Networks 2010: 59-79
2009
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Anna Stavrianou, Julien Velcin, Jean-Hugues Chauchat:
A combination of opinion mining and social network techniques for discussion analysis. Fouille de Données d'Opinions 2009: 25-44

Informal and Other Publications

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What is the meaning of the colors in the publication lists?

2024
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Irina Proskurina, Luc Brun, Guillaume Metzler, Julien Velcin:
When Quantization Affects Confidence of Large Language Models? CoRR abs/2405.00632 (2024)
[i35]
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Enzo Terreau, Antoine Gourru, Julien Velcin:
Capturing Style in Author and Document Representation. CoRR abs/2407.13358 (2024)
2023
[i34]
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Dynamic Mixed Membership Stochastic Block Model for Weighted Labeled Networks. CoRR abs/2304.05894 (2023)
[i33]
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Irina Proskurina, Guillaume Metzler, Julien Velcin:
Mini Minds: Exploring Bebeshka and Zlata Baby Models. CoRR abs/2311.03216 (2023)
2022
[i32]
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  - journals/corr/abs-2201-12568
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Le Processus Powered Dirichlet-Hawkes comme A Priori Flexible pour Clustering Temporel de Textes. CoRR abs/2201.12568 (2022)
[i31]
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  - journals/corr/abs-2204-10165
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Interactions in Information Spread. CoRR abs/2204.10165 (2022)
[i30]
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  - journals/corr/abs-2209-07813
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Serialized Interacting Mixed Membership Stochastic Block Model. CoRR abs/2209.07813 (2022)
[i29]
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Properties of Reddit News Topical Interactions. CoRR abs/2209.07816 (2022)
[i28]
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  - journals/corr/abs-2209-09670
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Ian Davidson, Michael J. Livanos, Antoine Gourru, Peter B. Walker, Julien Velcin, S. S. Ravi:
Explainable Clustering via Exemplars: Complexity and Efficient Approximation Algorithms. CoRR abs/2209.09670 (2022)
[i27]
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  - journals/corr/abs-2212-05995
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Multivariate Powered Dirichlet Hawkes Process. CoRR abs/2212.05995 (2022)
[i26]
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Dirichlet-Survival Process: Scalable Inference of Topic-Dependent Diffusion Networks. CoRR abs/2212.05996 (2022)
2021
[i25]
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  - journals/corr/abs-2104-12485
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Powered Dirichlet Process for Controlling the Importance of "Rich-Get-Richer" Prior Assumptions in Bayesian Clustering. CoRR abs/2104.12485 (2021)
[i24]
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Information Interaction Profile of Choice Adoption. CoRR abs/2104.13695 (2021)
[i23]
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Powered Hawkes-Dirichlet Process: Challenging Textual Clustering using a Flexible Temporal Prior. CoRR abs/2109.07170 (2021)
[i22]
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  - journals/corr/abs-2111-03496
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Clément Christophe, Julien Velcin, Jairo Cugliari, Manel Boumghar, Philippe Suignard:
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics. CoRR abs/2111.03496 (2021)
2020
[i21]
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  - journals/corr/abs-2001-03369
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Robin Brochier, Adrien Guille, Julien Velcin:
Inductive Document Network Embedding with Topic-Word Attention. CoRR abs/2001.03369 (2020)
[i20]
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Antoine Gourru, Adrien Guille, Julien Velcin, Julien Jacques:
Document Network Projection in Pretrained Word Embedding Space. CoRR abs/2001.05727 (2020)
[i19]
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Robin Brochier, Antoine Gourru, Adrien Guille, Julien Velcin:
New Datasets and a Benchmark of Document Network Embedding Methods for Scientific Expert Finding. CoRR abs/2004.03621 (2020)
[i18]
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Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Interactions in information spread: quantification and interpretation using stochastic block models. CoRR abs/2004.04552 (2020)
2019
[i17]
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  - journals/corr/abs-1902-11004
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Robin Brochier, Adrien Guille, Julien Velcin:
Global Vectors for Node Representations. CoRR abs/1902.11004 (2019)
[i16]
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  - journals/corr/abs-1902-11054
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  - https://dblp.org/rec/journals/corr/abs-1902-11054
Robin Brochier, Adrien Guille, Julien Velcin:
Link Prediction with Mutual Attention for Text-Attributed Networks. CoRR abs/1902.11054 (2019)
[i15]
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  - journals/corr/abs-1909-05099
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Clément Christophe, Julien Velcin, Jairo Cugliari, Philippe Suignard, Manel Boumghar:
How to detect novelty in textual data streams? A comparative study of existing methods. CoRR abs/1909.05099 (2019)
2018
[i14]
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  - journals/corr/abs-1806-05480
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Ciprian-Octavian Truica, Julien Velcin, Alexandru Boicea:
Automatic Language Identification for Romance Languages using Stop Words and Diacritics. CoRR abs/1806.05480 (2018)
[i13]
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  - journals/corr/abs-1806-10813
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Robin Brochier, Adrien Guille, Benjamin Rothan, Julien Velcin:
Impact of the Query Set on the Evaluation of Expert Finding Systems. CoRR abs/1806.10813 (2018)
[i12]
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  - journals/corr/abs-1807-03719
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Robin Brochier, Adrien Guille, Julien Velcin, Benjamin Rothan, François Di Cioccio:
Peerus Review: a tool for scientific experts finding. CoRR abs/1807.03719 (2018)
[i11]
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  - journals/corr/abs-1812-07360
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Alberto Lumbreras, Julien Velcin, Marie Guégan, Bertrand Jouve:
Non-parametric clustering over user features and latent behavioral functions with dual-view mixture models. CoRR abs/1812.07360 (2018)
2016
[i10]
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  - journals/corr/KimVBR16
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Young-Min Kim, Julien Velcin, Stéphane Bonnevay, Marian-Andrei Rizoiu:
Temporal Multinomial Mixture for Instance-Oriented Evolutionary Clustering. CoRR abs/1601.02300 (2016)
[i9]
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Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich:
How to Use Temporal-Driven Constrained Clustering to Detect Typical Evolutions. CoRR abs/1601.02603 (2016)
[i8]
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  - journals/corr/TruicaDV16
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Ciprian-Octavian Truica, Jérôme Darmont, Julien Velcin:
A Scalable Document-based Architecture for Text Analysis. CoRR abs/1612.06195 (2016)
2015
[i7]
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Marian-Andrei Rizoiu, Adrien Guille, Julien Velcin:
CommentWatcher: An Open Source Web-based platform for analyzing discussions on web forums. CoRR abs/1504.07459 (2015)
[i6]
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  - journals/corr/HasnatVBJ15
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Abul Hasnat, Julien Velcin, Stéphane Bonnevay, Julien Jacques:
A Comparative Study of Clustering Methods with Multinomial Distribution. CoRR abs/1505.02324 (2015)
[i5]
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Abul Hasnat, Julien Velcin, Stéphane Bonnevay, Julien Jacques:
Opinion mining from twitter data using evolutionary multinomial mixture models. CoRR abs/1509.07344 (2015)
[i4]
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Marian-Andrei Rizoiu, Julien Velcin, Stéphane Bonnevay, Stéphane Lallich:
ClusPath: A Temporal-driven Clustering to Infer Typical Evolution Paths. CoRR abs/1512.03501 (2015)
[i3]
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Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich:
Semantic-enriched Visual Vocabulary Construction in a Weakly Supervised Context. CoRR abs/1512.04605 (2015)
[i2]
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Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich:
Unsupervised Feature Construction for Improving Data Representation and Semantics. CoRR abs/1512.05467 (2015)
2013
[i1]
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  - journals/corr/LumbrerasLVJ13
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Alberto Lumbreras, James Lanagan, Julien Velcin, Bertrand Jouve:
Analyse des rôles dans les communautés virtuelles : définitions et premières expérimentations sur IMDb. CoRR abs/1309.7187 (2013)

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