Sabine Loudcher

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 57

Top Topics

Dirichlet Process

Top Venues

Publications

Genoveva Vargas-Solar, Jérôme Darmont, Alejandro Adorjan, Javier-Alfonso Espinosa-Oviedo, Carmem S. Hara, Sabine Loudcher, Regina Motz, Martin A. Musicante, José-Luis Zechinelli-Martini
Dataversifying Earth Sciences: Pioneering a Data Lake Architecture for Curated Data-Centric Experiments in Life and Earth Sciences. EDBT/ICDT Workshops (2024)
Genoveva Vargas-Solar, Jérôme Darmont, Alejandro Adorjan, Javier A. Espinosa-Oviedo, Carmem S. Hara, Sabine Loudcher, Regina Motz, Martin A. Musicante, José-Luis Zechinelli-Martini
Dataversifying Natural Sciences: Pioneering a Data Lake Architecture for Curated Data-Centric Experiments in Life \& Earth Sciences. CoRR (2024)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Dynamic Mixed Membership Stochastic Block Model for Weighted Labeled Networks. SIGIR (2023)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Dynamic Mixed Membership Stochastic Block Model for Weighted Labeled Networks. CoRR (2023)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Powered Dirichlet Process - Controlling the "Rich-Get-Richer" Assumption in Bayesian Clustering. ECML/PKDD (1) (2023)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Dirichlet-Survival Process: Scalable Inference of Topic-Dependent Diffusion Networks. ECIR (2) (2023)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Multivariate Powered Dirichlet-Hawkes Process. ECIR (2) (2023)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Powered Dirichlet-Hawkes process: challenging textual clustering using a flexible temporal prior. Knowl. Inf. Syst. 64 (11) (2022)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Multivariate Powered Dirichlet Hawkes Process. CoRR (2022)
Ahlame Diouan, Éric Ferey, Sabine Loudcher, Jérôme Darmont, Camille Noûs
Métadonnées des lacs de données et principes FAIR. EDA (2022)
Ibtissam Slalmi, Solène Labbé, Pauline Gérôme, Jérôme Darmont, Fatiha Idmhand, Anne-Emmanuelle Kahn, Sabine Loudcher, Alexandre Quiquerez, Juliette Pozzo, Charlotte Quiblier
Modélisation des métadonnées des correspondances de Pablo Picasso. EDA (2022)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Serialized Interacting Mixed Membership Stochastic Block Model. CoRR (2022)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Properties of Reddit News Topical Interactions. CoRR (2022)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Dirichlet-Survival Process: Scalable Inference of Topic-Dependent Diffusion Networks. CoRR (2022)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Le Processus Powered Dirichlet-Hawkes comme A Priori Flexible pour Clustering Temporel de Textes. CoRR (2022)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Le Processus Powered Dirichlet-Hawkes comme A Priori Flexible pour Clustering Temporel de Textes. EGC (2022)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Properties of Reddit News Topical Interactions. COMPLEX NETWORKS (1) (2022)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Serialized Interacting Mixed Membership Stochastic Block Model. ICDM (2022)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Interactions in Information Spread. CoRR (2022)
Étienne Scholly, Pegdwendé N. Sawadogo, Pengfei Liu, Javier A. Espinosa-Oviedo, Cécile Favre, Sabine Loudcher, Jérôme Darmont, Camille Noûs
goldMEDAL : une nouvelle contribution à la modélisation générique des métadonnées des lacs de données. EDA (2021)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Powered Hawkes-Dirichlet Process: Challenging Textual Clustering using a Flexible Temporal Prior. ICDM (2021)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Information Interactions in Outcome Prediction: Quantification and Interpretation using Stochastic Block Models. RecSys (2021)
Pengfei Liu, Sabine Loudcher, Jérôme Darmont, Camille Noûs
ArchaeoDAL: A Data Lake for Archaeological Data Management and Analytics. CoRR (2021)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Information Interaction Profile of Choice Adoption. ECML/PKDD (3) (2021)
Étienne Scholly, Cécile Favre, Éric Ferey, Sabine Loudcher
HOUDAL: A Data Lake Implemented for Public Housing. ICEIS (1) (2021)
Étienne Scholly, Pegdwendé N. Sawadogo, Pengfei Liu, Javier-Alfonso Espinosa-Oviedo, Cécile Favre, Sabine Loudcher, Jérôme Darmont, Camille Noûs
Coining goldMEDAL: A New Contribution to Data Lake Generic Metadata Modeling. DOLAP (2021)
Pengfei Liu, Sabine Loudcher, Jérôme Darmont, Camille Noûs
ArchaeoDAL: A Data Lake for Archaeological Data Management and Analytics. IDEAS (2021)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Powered Dirichlet Process for Controlling the Importance of "Rich-Get-Richer" Prior Assumptions in Bayesian Clustering. CoRR (2021)
Étienne Scholly, Pegdwendé N. Sawadogo, Pengfei Liu, Javier-Alfonso Espinosa-Oviedo, Cécile Favre, Sabine Loudcher, Jérôme Darmont, Camille Noûs
Coining goldMEDAL: A New Contribution to Data Lake Generic Metadata Modeling. CoRR (2021)
Étienne Scholly, Pegdwendé N. Sawadogo, Pengfei Liu, Javier-Alfonso Espinosa-Oviedo, Cécile Favre, Sabine Loudcher, Jérôme Darmont, Camille Noûs
goldMEDAL : une nouvelle contribution {à} la mod{é}lisation g{é}n{é}rique des m{é}tadonn{é}es des lacs de donn{é}es. CoRR (2021)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Information Interaction Profile of Choice Adoption. CoRR (2021)
Mustapha Bouakkaz, Youcef Ouinten, Sabine Loudcher, Philippe Fournier-Viger
Enhancing link prediction in dynamic networks using content aggregation. Clust. Comput. 24 (4) (2021)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Powered Hawkes-Dirichlet Process: Challenging Textual Clustering using a Flexible Temporal Prior. CoRR (2021)
Gaël Poux-Médard, Julien Velcin, Sabine Loudcher
Interactions in information spread: quantification and interpretation using stochastic block models. CoRR (2020)
Pengfei Liu, Sabine Loudcher, Jérôme Darmont, Emmanuelle Perrin, Jean-Pierre Girard, Marie-Odile Rousset
Metadata model for an archeological data lake. DH (2020)
Jérôme Darmont, Cécile Favre, Sabine Loudcher, Camille Noûs
Data Lakes for Digital Humanities. CoRR (2020)
Pegdwendé N. Sawadogo, Étienne Scholly, Cécile Favre, Éric Ferey, Sabine Loudcher, Jérôme Darmont
Metadata Systems for Data Lakes: Models and Features. ADBIS (Short Papers and Workshops) (2019)
Charles Huyghues-Despointes, Leila Khouas, Julien Velcin, Sabine Loudcher
Weaving Information Propagation: Modeling the Way Information Spreads in Document Collections. Canadian Conference on AI (2019)
Pegdwendé N. Sawadogo, Étienne Scholly, Cécile Favre, Éric Ferey, Sabine Loudcher, Jérôme Darmont
Metadata Systems for Data Lakes: Models and Features. CoRR (2019)
Étienne Scholly, Pegdwendé N. Sawadogo, Cécile Favre, Éric Ferey, Sabine Loudcher, Jérôme Darmont
Systèmes de métadonnées dans les lacs de données : modélisation et fonctionnalités. EDA (2019)
Charles Huyghues-Despointes, Leila Khouas, Julien Velcin, Sabine Loudcher
Extraction de chaînes cohérentes en vue de reconstuire la Trajectoire de l'information. EGC (2018)
Mustapha Bouakkaz, Youcef Ouinten, Sabine Loudcher, Philippe Fournier-Viger
Efficiently mining frequent itemsets applied for textual aggregation. Appl. Intell. 48 (4) (2018)
Omar Boussaïd, Jérôme Darmont, Fadila Bentayeb, Sabine Loudcher
Warehousing complex data from the Web. CoRR (2017)
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)
Fadila Bentayeb, Nora Maïz, Hadj Mahboubi, Cécile Favre, Sabine Loudcher, Nouria Harbi, Omar Boussaïd, Jérôme Darmont
Innovative Approaches for efficiently Warehousing Complex Data from the Web. CoRR (2017)
Cécile Favre, Wararat Jakawat, Sabine Loudcher
Jeux de cubes pour les graphes... Ou comment des graphes enrichis par des cubes (GreC) peuvent contribuer à l'analyse de données textuelles ? EDA (2017)
Mustapha Bouakkaz, Youcef Ouinten, Sabine Loudcher, Yulia A. Strekalova
Textual aggregation approaches in OLAP context: A survey. Int. J. Inf. Manag. 37 (6) (2017)
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)
Hadj Mahboubi, Jean-Christian Ralaivao, Sabine Loudcher, Omar Boussaïd, Fadila Bentayeb, Jérôme Darmont
X-WACoDa: An XML-based approach for Warehousing and Analyzing Complex Data. CoRR (2017)
Edmundo-Pavel Soriano-Morales, Julien Ah-Pine, Sabine Loudcher
Fusion Techniques for Named Entity Recognition and Word Sense Induction and Disambiguation. DS (2017)
Cécile Favre, Wararat Jakawat, Sabine Loudcher
Graphes enrichis par des Cubes (GreC) : une approche innovante pour l'OLAP sur des réseaux d'information. INFORSID (2017)
Edmundo-Pavel Soriano-Morales, Julien Ah-Pine, Sabine Loudcher
Using a Heterogeneous Linguistic Network for Word Sense Induction and Disambiguation. Computación y Sistemas 20 (3) (2016)
Wararat Jakawat, Cécile Favre, Sabine Loudcher
Graphs enriched by cubes for OLAP on bibliographic networks. Int. J. Bus. Intell. Data Min. 11 (1) (2016)
Edmundo-Pavel Soriano-Morales, Julien Ah-Pine, Sabine Loudcher
Hypergraph Modelization of a Syntactically Annotated English Wikipedia Dump. LREC (2016)
Wararat Jakawat, Cécile Favre, Sabine Loudcher
OLAP Cube-based Graph Approach for Bibliographic Data. SOFSEM (Student Research Forum Papers / Posters) (2016)
Mustapha Bouakkaz, Sabine Loudcher, Youcef Ouinten
A New Tool for Textual Aggregation In Information Retrieval. ICEIS (1) (2016)
Mustapha Bouakkaz, Sabine Loudcher, Youcef Ouinten
OLAP textual aggregation approach using the Google similarity distance. Int. J. Bus. Intell. Data Min. 11 (1) (2016)
Mohamed Dermouche, Leila Khouas, Sabine Loudcher, Julien Velcin, Eric Fourboul
Analyse et visualisation d'opinions dans un cadre de veille sur leWeb. EGC (2015)
Brice Olivier, Cécile Favre, Sabine Loudcher
Analyse OLAP sur des tweets et des blogs : un retour d'expérience. EGC (2015)
Sabine Loudcher, Wararat Jakawat, Edmundo-Pavel Soriano-Morales, Cécile Favre
Combining OLAP and information networks for bibliographic data analysis: a survey. Scientometrics 103 (2) (2015)
Mustapha Bouakkaz, Sabine Loudcher, Youcef Ouinten
GOTA - Using the Google Similarity Distance for OLAP Textual Aggregation. ICEIS (1) (2015)
Mohamed Dermouche, Leila Khouas, Julien Velcin, Sabine Loudcher
A joint model for topic-sentiment modeling from text. SAC (2015)
Mohamed Dermouche, Julien Velcin, Leila Khouas, Sabine Loudcher
A Joint Model for Topic-Sentiment Evolution over Time. ICDM (2014)
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)
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)
Wararat Jakawat, Cécile Favre, Sabine Loudcher
OLAP on Information Networks: A New Framework for Dealing with Bibliographic Data. ADBIS (2) (2013)
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)