ADVANSE: ADVanced Analytics for data SciencE
Les activités de recherche menées par l’équipe projet ADVANSE s’inscrivent dans le domaine des grandes bases de données, i.e. Big Data, et plus particulièrement dans le domaine de l’Extraction de Connaissances et de la Fouille de Données. Elles concernent les principaux axes suivants :
- Fouille de données dans des bases de données complexes : données structurées, semi structurées, multidimensionnelles, qualitatives, quantitatives, textuelles, spatio-temporelles, approximatives, bruitées ou disponibles sous la forme d’entrepôts (données multidimensionnelles, agrégées, hiérarchisées) dans un contexte d’aide à la décision ;
- Fouille de données dans des bases de données dynamiques, i.e. dont les données sont exprimées sous la forme d’un flot de données continu, à grande vitesse et qu’il n’est pas possible de stocker ;
- Visualisation pour aider le décideur à comprendre ses données ou à mieux appréhender les connaissances extraites ;
Fort d’une expertise reconnue depuis de nombreuses années dans le domaine de la fouille de données, ADVANSE se focalise particulièrement sur les données liées à la santé et à l’environnement.
Membres
Permanents
- Jérôme Azé, Professeur des Universités UM
- Sandra Bringay, Professeur des Universités UPV
- Pierre Pompidor, Maître de Conférences UM
- Pascal Poncelet, Professeur des Universités UM
- Nancy Rodriguez, Maître de Conférences UM
- Arnaud Sallaberry, Maître de Conférences UPV
- Maximilien Servajean, Maître de Conférences UPV
Non permanents
- Fati Chen, Doctorant UM
- Waleed Ragheb, Doctorant
Collaborateurs réguliers
- Jessica Pinaire
- Dino Ienco, Chargé de Recherche
Thématiques de recherche
Les activités de l'équipe sont organisées autour des thématiques suivantes :
Faits marquants
- Responsable scientifique de l’équipex Géosud sur le WP3.1 fouilles de données à partir d’images satellitaires
- Des articles acceptés dans des revues ou conférences majeures : ACM Transactions on Knowledge Discovery from Data (TKDD), Transactions on Fuzzy Systems, International Journal of BioMedical Informatics, Expert Systems with Applications, Data Mining and Knowledge Discovery, Pattern Recognition, Fuzzy Systems, Journal of Intelligent Information Systems, Intelligent Data Analysis, ICDM, VLDB, PKDD, PAKDD, IDA, ACM SigSpatial, Graph Drawing
- Participation à la création d’entreprises : Expernova, Satin-IP, Namae Concepts. Chacune de ces sociétés ayant été lauréate du concours national d’aide à la création de technologies innovantes (OSEO).
Collaborations externes
Au cours de ces années, Tatoo a établi de nombreuses collaborations qui ont donné lieu à publications ou projets en commun. Ainsi au niveau national, nous avons des collaborations principalement avec les laboratoires suivants : LIRIS (Lyon), GRAEC (Caen), LORIA (Nancy), INRIA (Paris/Sophia Antipolis), IRISA (Rennes), Saint Etienne, CEREGMIA (Martinique), LIP6 (Paris), LSTT (Strasbourg), ETIS (Cergy), LI (Blois), ENST (Paris), IRIT (Toulouse), Univ. Nouvelle Calédonie (Nouméa).
Les collaborations internationales ont permis à Tatoo de pouvoir ouvrir de nouvelles perspectives. Ainsi, à l’heure actuelle Tatoo collabore avec : Univ. Aalborg (Denmark), Univ. Alberta (Canada), Univ. Barcelona (Spain), University of Bari (Italia), Univ. Eindhoven (The Netherlands), Univ. Ottawa (Canada), Univ. Bristol (UK), Univ. Marburg (Germany), Help Univ. (Malaisia), ITB Bandung (Indonesia), Univ. Torino (Italy), Univ. Tunis (Tunisie), Univ. Alberta (Canada), Univ. Singapore (Singapore), Univ. Waikato (Nouvelle-Zélande) et Yahoo Research (Barcelona), Univ. California at Davis (USA).
Projets de recherche
- Projet CNES (2012-2013). Caractérisation des systèmes de cultures et de leur productivité par télédétection multi sources et fouille de données, pour la sécurité alimentaire. Partenaires : CNES, UMR Tetis, CIRAD, UR-SCA.
- Projet CNRS-Défi Masse de Données Scientiques Mastodons - AMADEUS (2012). L'objectif est de fournir à la communauté des scientifiques en Sciences de la Terre et de l’Univers, de nouvelles techniques efficaces de découverte et d’analyse des données issues des campagnes d’observation avec des instruments sol ou satellites. Montant du projet : 70 K€ - Part du LIRMM : 18 K€. Partenaires : Labri, LIF, ESPACE-DEV, CEREGE, LAM.
- Projet de recherche VIPP (2011-2012). Ce projet qui rentre dans le cadre du Labex Numev a pour objectif de rechercher de nouvelles approches de détection de cellules rares apparaissant dans différentes pathologies (cancer, AVC, …) dans un échantillon sanguin. Montant du projet : 1 post-doc pour un an. Partenaires : Zenith, I3M, CHU UM1
- Projet de transfert de technologie Itesoft (2012-2015). L’objectif du projet est de proposer des solutions de détections d’entité nommées et de sentiments dans des documents issus d’OCR. Montant du projet : 150 K€. Partenaires : ITESOFT, Equipe Text.
- ANR Fresqueau (2011-2013). L’objectif du projet est de proposer des méthodes d’analyse des cours d’eau et d’étudier l’impact environnemental associé. Montant du projet 814 K€ – part du LIRMM: 65 K€. Partenaires : LHYGES, LSIIT, TETIS, AQUASCOP, AQUABIO
- Projet ANR Datalift (2010-2013). Un ascenseur pour le Web de données. Projet ANR CONTINT plateforme pour la publication de données sur le Web. http://datalift.org. Montant du projet : 3 M€, subvention LIRMM : 150 K€. Partenaires : INRIA, Eurécom, Mondeca, Atos, IGN, INSEE, FING.
- EQUIPEX Géosud « Infrastructure d’Information Spatiale sur les Territoires et l’Environnement » autour des approches de fouilles de données appliquées aux images de télédétection 2011-2016. L’EQUIPEX Géosud fait partie des 2 projets retenus dans la région Languedoc Roussillon lors du premier appel Initiative d’Excellence. Montant du projet total : 11,5 M€ - Part du LIRMM : 90 K€.
- Planet Data (2010-2014), EU FP7 Network of Excellence. Projet Web sémantique. Montant du projet : 8 M€. http://planet-data.eu
- Projet de transfert de technologie Octipas 2011. L’objectif du projet est de proposer des solutions d’analyse des achats d’internautes. Montant du projet : 8 K€.
- FUI RIDER (Réseau et Inter Connectivité des Energies Classiques et renouvelables) 2009-2012. L’objectif du projet est la compréhension et l’influence des comportements humains ayant un impact sur l’efficacité énergétique des groupes de bâtiments. Partenaires : Université Montpellier 2 et Perpignan – Laboratoires du LIRMM, IES et ELIAUS, IBM, Cofely, coronis.Montant total du projet : 5 M€. « Obtention du 1er prix de la croissance verte numérique dans la catégorie recherche – 29/11/2010 ».
- Projet Expernova 2 (2011-2012). L’objectif de ce projet est de poursuivre les travaux menés précédemment autour la cartographie de laboratoires et l’extension de requêtes. Montant du projet : 35 K€.
- Projet de transfert de technologie Satin-Ip (2008-2011). L’objectif du projet est de proposer des approches de recherche d’information dans des fichiers logs hétérogènes. Ce transfert est en complément d’une bourse Cifre. Montant du projet : 30 K€.
- Projet de transfert de technologie Tecnalia (Spain) 2008-2011. L’objectif du projet est de proposer des approches d’aide à la maintenance. Ce transfert est en complément d’une bourse Cifre. Montant du projet : 30 K€.
- ANR AAP PRADNET (PRIMATE ALZHEIMER'S DISEASE NETWORK) – Plan Alzheimer 2008-2012. L’objectif de ce projet est de proposer une aide à la détermination des gènes impliqués dans la maladie d’Alzheimer en utilisant des techniques de fouilles de données. Montant du projet : 500 K€.
- Projet de transfert de technologie avec la société Nevantropic (2009). L’objectif de ce projet est de réaliser un démonstrateur de suivi du virus de la grippe A(H1N1) à l’aide de dépêche de presse. Montant du projet : 10 K€.
- Projet de transfert de technologie avec la société Expernova (2009). L’objectif de ce projet est de réaliser la cartographie de laboratoires et l’extension de requêtes. Montant du projet : 35 K€.
- Projet de transfert de technologie avec la société Ibiskus (2009). L’objectif de ce projet est de réaliser une approche d’extraction de connaissances basées sur les règles graduelles dans un contexte d’entrepôt de données. Montant du projet : 18 K€.
- ANR Masse de Données MIDAS (2008-2011). L’objectif est de proposer de nouveaux résumés pour les flots de données et de mettre en place une approche générique pour différents domaines d’applications. Partenaires : LIRMM, LGI2P, INRIA, ENST, Université Antilles Guyanes, EDF R&D, FT R&D. Montant du projet : 723 K€.
- Projet de transfert de technologie avec la société WebReport (2010) : Détection automatique de catastrophes via les tweets. Montant du projet : 21 K€.
Prototypes
Liste des séminaires invités (archives)
- Vendredi 29 Octobre 2013, LIRMM, Gloria Bordogna, CNR Senior Research, Italy. Disambiguated query suggestions and personalized meta-search
- Lundi 21 Octobre 2013, LIRMM, Gabriella Pasi, Associate Professor, University of Milano Bicocca. The role of context in information retrieval.
- Vendredi 11 Octobre 2013, LIRMM, Faraz Zaidi, Post-Doc Researcher, Université de Lausanne, Multiplex Networks; Research Perspectives for Mining and Analysis of Complex Networks
- Mardi 08 Octobre 2013, LIRMM, Osmar Zaiane, Professeur, University of Alberta, Director of AICML, Application of Text Mining for Healthcare
- Jeudi 3 Octobre 2013, LIRMM, Arno Siebes, University of Utrecht, Netherlands, MDL for Pattern Mining
- Jeudi 3 Octobre 2013, LIRMM, Francesco Bonchi, Yahoo Research Barcelona, Spain, Mining Information Propagation Traces in Social Networks
- Vendredi 28 juin 2013, LIRMM, Jordi Nin, Technical University of Catalonia, Spain. State of the Art in Microaggregation.
- Lundi 3 juin 2013, LIRMM, Étude des fora de santé : A quoi pensent les patients ?, Journée Thématique Thème C, GdR STIC Santé
- Mardi 28 mai 2013, LIRMM, Bruno Crémilleux, GREYC - CNRS UMR 6072 - Université de Caen, Introduire de la souplesse dans la fouille de données sous contraintes.
- Lundi 29 avril 2013, LIRMM, Jérôme Azé, LRI, Paris, Protein-Protein Interaction with ensemble learning. An application to Escherichia coli.
- Mardi 9 avril 2013, LIRMM, Pierre Gancarski, Université de Strasbourg, Classification d’images : Cas de la télédétection - Application à l’analyse urbaine
- Jeudi 28 mars 2013, LIRMM, Pattaraporn Warintarawej, LIRMM, Montpellier, France, Automatic Analysis of Blend Words
- Vendredi 22 mars 2013, LIRMM, Bernard Laval, Master Students, LIRMM, Montpellier France, Opinion and sentiment extraction in territorial data: first approaches
- Vendredi 22 mars 2013, LIRMM, Soumia Melzi, Master Student, LIRMM, Montpellier, France, Analyse d’émotions dans les fora de santé.
- Vendredi 22 mars 2013, LIRMM, Jerome Pasquet, Master Student, LIRMM, Montpellier, France, Évaluation de « stéganalyseurs » de faibles complexités
- Jeudi 14 mars 2013, LIRMM, Malaquias Quinteroflores, LIRMM, Montpellier, France, Fuzzy Gradual Pattern Mining Based on Multi-Core Architectures
- Vendredi 8 février 2013, LIRMM, Hugo Alatristas Salas, UMR TETIS and New Caledonia Univ., Montpellier, France, Spatio-temporal mining in georeferenced databases
- Vendredi 14 décembre 2012, LIRMM, Mickael Fabregue, UMR TETIS and ENGEES, Montpellier, France, Spatio-temporal mining in georeferenced databases
- Vendredi 30 novembre 2012, LIRMM, Chris Muelder, University of California, Davis, USA, Space-Filling Approaches for Large Graph Visualization
- Jeudi 22 novembre 2012, LIRMM, Sabine McConnell, Queen's University in Kingston, Canada, Challenge and opportunities of the analysis of Petabyte-sized datasets for scientific applications.
- Vendredi 16 novembre 2012, LIRMM, Pattaraporn Warintarawej, LIRMM, Montpellier, France, Automatic Classification of Software Identifiers: A Data Mining Based Approach for automating Software Engineering and Understanding
- Vendredi 19 octobre 2012, LIRMM, Malaquias Quinteroflores, LIRMM, Montpellier, France, Parallel fuzzy data mining.
- Mardi 16 octobre 2012, LIRMM, Gloria Bordogna, Dalmine (BG), Italy, Geographic Information Retrieval and Spatial Queries
- Vendredi 5 octobre 2012, LIRMM, Phan Nhat Haii, UMR TETIS and LIRMM, Montpellier, France, Mining Moving Object, Challenges and Directions.
- Jeudi 6 septembre 2012, LIRMM, Fazel Famili, Ottawa, Ontario, Canada, Data integration and validation in life sciences
- Lundi 30 janvier 2012, LIRMM, Donato Malerba, University of Bari, Italia, Relational Learning from Spatial Data: Retrospect and Prospect
Les anciens
- Hugo Alatrista-Salas. Actuellement, Post-Doc à l'Université Pontificia Universidad Católica, Peru
- Phan Nhat Hai. Actuellement, Post-Doc à l'Université d'état de l'Oregon, USA
- Benjamin Duthil. Actuellement, Post Doc à l'Université de La Rochelle.
- Sarrah Ayouni. Actuellement, Maître de conférences à l'Université de Tunis, Tunisie.
- Hassan Saneifar. Actuellement, Ingénieur Recherche et Développement dans la société Satin Technologies.
- Julien Rabatel. Actuellement, Post Doc au LIRMM.
- Yoann Pitarch. Actuellement, Maître de conférences à l'Université de Toulouse.
- Lisa Di Jorio. Actuellement, Consultant en informatique
- Paola Salle. Actuellement, Responsable du département recherche dans la société Expertise Radiologie, Montpellier
- Haoyuan Li. Actuellement, Maître de conférences à l'Université François Rabelais Tours, France.
- Chedy Raissi. Actuellement, Chercheur à l'Institut National de Recherche en Informatique et en Automatique (INRIA), LORIA, Nancy, France.
- Marc Plantevit. Actuellement, Maître de conférences à l'Université de Lyon 1.
Ressources
Publications depuis 2014 - Evaluation 2019
Articles de revues internationales
2019
- DuPLO: A DUal view Point deep Learning architecture for time series classificatiOnRoberto Interdonato, Dino Ienco, Raffaele Gaetano, Kenji OseISPRS Journal of Photogrammetry and Remote Sensing, Elsevier, 2019, 149, pp.91-104.
- Detection of spatio-temporal evolutions on multi-annual satellite image time series: A clustering based approachLynda Khiali, Mamoudou Ndiath, Samuel Alleaume, Dino Ienco, Kenji Ose, Maguelonne TeisseireInternational Journal of Applied Earth Observation and Geoinformation, Elsevier, 2019, 74, pp.103-119.
- <formula> <tex>$M^3\text{Fusion}$</tex> </formula>: A Deep Learning Architecture for Multiscale Multimodal Multitemporal Satellite Data FusionPaola Benedetti, Dino Ienco, Raffaele Gaetano, Kenji Ose, Ruggero Pensa, Stéphane Dupuyle Multimodal Multitemporal Satellite Data Fusion. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE, In press, pp.1 - 11.
2018
- SIFR Annotator: Ontology-Based Semantic Annotation of French Biomedical Text and Clinical NotesAndon Tchechmedjiev, Amine Abdaoui, Vincent Emonet, Stella Zevio, Clement JonquetBMC Bioinformatics, BioMed Central, 2018, 19 (1), pp.405-431.
- Interval Estimation of Value-at-Risk Based on Nonparametric ModelsHussein Khraibani, Bilal Nehme, Olivier StraussEconometrics, MDPI, 2018, 6 (4), pp.47-77.
- Geolocation with respect to personal privacy for the Allergy Diary app - a MASK studyD. Samreth, S. Arnavielhe, F. Ingenrieth, A. Bedbrook, G. Onorato, R. Murray, R. Almeida, A. Mizani, J. Fonseca, E. Costa, J. Malva, M. Almeida, A. Pereira, A. Todo-Bom, E. Menditto, C. Stellato, M. Ventura, D. Larenas-Linnemann, M. Fuentes-Pérez, R. Huerta-Villalobos, A. Cruz, R. Stelmach, J. Da Silva, R. Emuzyte, V. Kvedariene, A. Valiulis, I. Annesi-Maesano, I. Bosse, P. Demoly, P. Devillier, F. Fontaine, P. Kuna, B. Samolinski, L. Klimek, R. Mösges, O. Pfaar, S. Shamai, M. Bewick, D. Ryan, A. Sheikh, M. Anto, V. Cardona, J. Mullol, A. Valero, N. Chavannes, J. Fokkens, S. Reitsma, R. Roller-Wirnsberger, V. Tomazic, T. Haahtela, S. Toppila-Salmi, E. Valovirta, M. Makris, G. Papadopoulos, E. Prokopakis, F. Psarros, B. Gemicioğlu, A. Yorgancioglu, C. Bindslev-Jensen, E. Eller, I. Kull, M. Wickman, C. Bachert, P. Hellings, B. Pugin, S. Bosnic-Anticevich, R. O’hehir, V. Kolek, M. Sova, K. Wehner, G. De Vries, M. Van Eerd, D. Laune, J. Wittmann, J. Bousquet, Pascal PonceletWorld Allergy Organization Journal, BMC, 2018, 11 (1). <10.1186/s40413-018-0194-3>
- A Two-Branch CNN Architecture for Land Cover Classification of PAN and MS ImageryRaffaele Gaetano, Dino Ienco, Kenji Ose, Rémi CressonRemote Sensing, MDPI, 2018, 10 (11), pp.#1746.
- Multidimensional possibility/probability domination for extending maxitive kernel based signal processingHugo Akrout, Jean-François Crouzet, Olivier StraussFuzzy Sets and Systems, Elsevier, In press. <10.1016/j.fss.2018.11.013>
- Mining Frequent Subgraphs in MultigraphsVijay Ingalalli, Dino Ienco, Pascal PonceletInformation Sciences, Elsevier, 2018, 451-452, pp.50-66.
- Enhanced Functionalities for Annotating and Indexing Clinical Text with the NCBO Annotator+Andon Tchechmedjiev, Amine Abdaoui, Vincent Emonet, Soumia Melzi, Jitendra Jonnagaddala, Clement JonquetBioinformatics, Oxford University Press (OUP), 2018, 34 (11), pp.1962-1965.
- Non-parametric Bayesian annotator combinationMaximilien Servajean, Romain Chailan, Alexis JolyInformation Sciences, Elsevier, 2018, 436-437, pp.131-145.
- Deep Recurrent Neural Networks for Winter Vegetation Quality Mapping via Multitemporal SAR Sentinel-1Dinh Ho Tong Minh, Dino Ienco, Raffaele Gaetano, Nathalie Lalande, Emile Ndikumana, Faycal Osman, Pierre MaurelIEEE Geoscience and Remote Sensing Letters, IEEE - Institute of Electrical and Electronics Engineers, 2018, 15 (3), pp.464-468.
- MultiStream: A Multiresolution Streamgraph Approach to Explore Hierarchical Time SeriesErick Cuenca, Arnaud Sallaberry, Florence Ying Wang, Pascal PonceletIEEE Transactions on Visualization and Computer Graphics, Institute of Electrical and Electronics Engineers, 2018, 24 (12), pp.3160-3173.
- Detection of Suicide-Related Posts in Twitter Data StreamsMia Johnson Vioulès, Bilel Moulahi, Jérôme Azé, Sandra BringayIbm Journal of Research and Development, Ibm Corporation, 2018, 62 (1), pp.7:1-7:12.
- Reconciliation of patient/doctor vocabulary in a structured resourceSandra Bringay, Mike Donald Tapi Nzali, Jérôme Azé, Christian Lavergne, Caroline Mollevi, Thomas OptizHealth Informatics Journal, SAGE Publications, 2018. <10.1177/1460458217751014>
- The role of location and social strength for friendship prediction in location-based social networksJorge Valverde-Rebaza, Mathieu Roche, Pascal Poncelet, Alneu De Andrade LopesInformation Processing and Management, Elsevier, 2018, 54 (4), pp.475-489.
2017
- Concept drift vs suicide: How one can help prevent the other?Cédric Maigrot, Sandra Bringay, Jérôme AzéInternational Journal of Computational Linguistics and Applications, Alexander Gelbukh, In press, 8 (1). <https://www.gelbukh.com/ijcla/2017-1/>
- Land Cover Classification via Multitemporal Spatial Data by Deep Recurrent Neural NetworksDino Ienco, Raffaele Gaetano, Claire Dupaquier, Pierre MaurelIEEE Geoscience and Remote Sensing Letters, IEEE - Institute of Electrical and Electronics Engineers, 2017, 14 (10), pp.1685-1689.
- Local Community Detection in Multilayer NetworksRoberto Interdonato, Andrea Tagarelli, Dino Ienco, Arnaud Sallaberry, Pascal PonceletData Mining and Knowledge Discovery, Springer, 2017, 31 (5), pp.1444-1479.
- A graph-based approach to detect spatiotemporal dynamics in satellite image time seriesFabio Güttler, Dino Ienco, Jordi Nin, Maguelonne Teisseire, Pascal PonceletISPRS Journal of Photogrammetry and Remote Sensing, Elsevier, 2017, 130, pp.92-107.
- A Semi-Supervised Approach to the Detection and Characterization of Outliers in Categorical DataDino Ienco, Ruggero Pensa, Rosa MeoIEEE Transactions on Neural Networks and Learning Systems, IEEE, 2017, 28 (5), pp.1017-1029.
- Patient healthcare trajectory. An essential monitoring tool: a systematic review.Jessica Pinaire, Jérôme Azé, Paul Landais, Sandra BringayHealth Information Science and Systems, BioMed Central, 2017. <10.1007/s13755-017-0020-2>
- Non a Priori Automatic Discovery of 3D Chemical Patterns: Application to MutagenicityJulien Rabatel, Fannes Thomas, Alban Lepailleur, Jérémie Le Goff, Bruno Crémilleux, Jan Ramon, Ronan Bureau, Bertrand CuissartMolecular Informatics, Wiley-VCH, 2017. <10.1002/minf.201700022>
- What Patients Can Tell Us: Topic Analysis for Social Media on Breast CancerMike Donald Tapi Nzali, Sandra Bringay, Christian Lavergne, Caroline Mollevi, Thomas OpitzJMIR Medical Informatics, JMIR Publications, 2017, 5 (3), pp.e23.
- IndexMEED cases studies using "Omics" data with graph theoryRomain David, Jean-Pierre Féral, Sophie Archambeau, Fanny Arnaud, David Auber, Nicolas Bailly, Loup Bernard, Laure Berti-Équille, Cyrille Blanpain, Vincent Breton, Anne Chenuil-Maurel, Anna Cohen Nabeiro, Alrick Dias, Aurélie Delavaud, Robin Goffaud, Sophie Gachet, Karina Gibert, Manuel Herrera Fernandez, Luc Hogie, Dino Ienco, Romain Julliard, Yvan Le Bras, Julien Lecubin, Yannick Legre, Michelle Leydet, Grégoire Lois, Bénédicte Madon, François Marchal, Víctor Méndez Muñoz, Jean-Charles Meunier, Jean-Baptiste Mihoub, Isabelle Mougenot, Sophie Pamerlon, Eric Peletier, Geneviève Romier, Dad Roux-Michollet, Alison Specht, Christian Surace, Jean-Claude Raynal, Thierry TatoniBiodiversity Information Science and Standards, Sofia : Pensoft Publishers, 2017-, 2017, TDWG 2017 - Proceedings, 1 (2), pp.340-361.
- Xart: Discovery of correlated arguments of n-ary relations in text.Soumia Lilia Berrahou, Patrice Buche, Juliette Dibie, Mathieu RocheExpert Systems with Applications, Elsevier, 2017, 73, pp.115-124.
- Raising Awareness About Cervical Cancer Using Twitter: Content Analysis of the 2015 #SmearForSmear CampaignPhilippe Lenoir, Bilel Moulahi, Jérôme Azé, Sandra Bringay, François CarbonnelJournal of Medical Internet Research, Journal of Medical Internet Research, 2017, 19 (10). <10.2196/jmir.8421>
2016
- Fuzzy extensions of the DBScan clustering algorithmDino Ienco, Gloria BordognaSoft Computing, Springer Verlag, 2016, Methodologies and Application. <10.1007/s00500-016-2435-0>
- Leveraging efficient indexing schema to support multigraph query answeringDino Ienco, Vijay Ingalalli, Pascal PonceletRevue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, Lavoisier, 2016, 21 (3), pp.53-74.
- All in One: Mining Multiple Movement PatternsNhathai Phan, Pascal Poncelet, Maguelonne TeisseireInternational Journal of Information Technology and Decision Making, World Scientific Publishing, 2016, 15 (5), pp.1115-1156.
- Identification of terms for detecting early signals of emerging infectious disease outbreaks on the webElena Arsevska, Mathieu Roche, Pascal Hendrikx, David Chavernac, Sylvain Falala, Renaud Lancelot, Barbara DufourComputers and Electronics in Agriculture, Elsevier, 2016, 123, pp.104-115.
- Positive and unlabeled learning in categorical dataDino Ienco, Ruggero G. PensaNeurocomputing, Elsevier, 2016, 196, pp.113 - 124.
- Spatio-sequential patterns mining: Beyond the boundariesHugo Alatrista-Salas, Sandra Bringay, Frédéric Flouvat, Nazha Selmaoui-Folcher, Maguelonne TeisseireIntelligent Data Analysis, IOS Press, 2016, 20 (2), pp.293-316.
- Combining transductive and active learning to improve object-based classification of remote sensing imagesFábio Nór Güttler, Dino Ienco, Pascal Poncelet, Maguelonne TeisseireRemote Sensing Letters, Taylor and Francis, 2016, 7 (4), pp.358-367.
- Immunologic response in treatment-naïve HIV-2-infected patients: the IeDEA West Africa cohortEric Balestre, Didier Koumavi Ekouevi, Boris Tchounga, Serge Paul Eholie, Eugène Messou, Adrien Sawadogo, Rodolphe Thiébaut, Margaret T May, Jonathan Ac Sterne, François DabisJournal of the International AIDS Society, BioMed Central (2008-2012) ; International Aids Society (2008-) ; Wiley (2017-), 2016, 19 (1). <10.7448/IAS.19.1.20044>
- Contact Trees: Network Visualization beyond Nodes and EdgesArnaud Sallaberry, Yang-Chih Fu, Hwai-Chung Ho, Kwan-Liu MaPLoS ONE, Public Library of Science, 2016, 11 (1), pp.e0146368.
- User-driven geo-temporal density-based exploration of periodic and not periodic events reported in social networksPaolo Arcaini, Gloria Bordogna, Dino Ienco, Simone SterlacchiniInformation Sciences, Elsevier, 2016, 340, pp.122-143.
- FEEL: a French Expanded Emotion LexiconAmine Abdaoui, Jérôme Azé, Sandra Bringay, Pascal PonceletLanguage Resources and Evaluation, Springer Verlag, 2016, pp.1-23.
- Biomedical term extraction: overview and a new methodologyJuan Antonio Lossio-Ventura, Clement Jonquet, Mathieu Roche, Maguelonne TeisseireInformation Retrieval Journal, Springer, 2016, Medical Information Retrieval, 19 (1), pp.59-99.
2015
- A quality-aware spatial data warehouse for querying hydroecological dataSoumia Lilia Berrahou, Nathalie Lalande, Eva Serrano, Guilhem Molla, Laure Berti-Équille, Sandro Bimonte, Sandra Bringay, Flavie Cernesson, Corinne Grac, Dino Ienco, Florence Le Ber, Maguelonne TeisseireComputers and Geosciences, Elsevier, 2015, 85, pp.126 - 135.
- Genomics and Machine Learning for Taxonomy Consensus: The Mycobacterium tuberculosis Complex ParadigmJérôme Azé, Christophe Sola, Jian Zhang, Florian Lafosse-Marin, Memona Yasmin, Rubina Siddiqui, Kristin Kremer, Dick Van Soolingen, Guislaine RefrégierPLoS ONE, Public Library of Science, 2015, 10 (7), pp.210-218.
- Un système décisionnel pour l’analyse de la qualité des eaux de rivièresSandro Bimonte, Kamal Boulil, Agnès Braud, Sandra Bringay, Flavie Cernesson, Xavier Dolques, Mickaël Fabrègue, Corinne Grac, Nathalie Lalande, Florence Le Ber, Maguelonne TeisseireRevue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, Lavoisier, 2015, 20 (3), pp.143-167.
- Social ties, homophily and extraversion--introversion to generate complex networksFaraz Zaidi, Muhammad Qasim Pasta, Arnaud Sallaberry, Guy MelançonSocial Network Analysis and Mining, Springer, 2015. <10.1007/s13278-015-0270-4>
- Unraveling the molecular architecture of a G protein-coupled receptor/β-arrestin/Erk module complexThomas Bourquard, Flavie Landomiel, Eric Reiter, Pascale Crépieux, David W. Ritchie, Jérôme Azé, Anne PouponScientific Reports, Nature Publishing Group, 2015, pp.5:10760.
- Surveillance and detection of unusual events in toxicovigilance: Review of relevant methodsLaurie Faisandier, Anne Fouillet, D. J. Bicout, Sandra Bringay, Franck Golliot, Ismaïl Ahmed, Daniel EilsteinEpidemiology and Public Health / Revue d'Epidémiologie et de Santé Publique, Elsevier Masson, 2015, 63 (2), pp.119-131.
- A Graph-based Method to Detect Rare Events: An Application to Identify Pathologic CellsEnikö Székely, Arnaud Sallaberry, Faraz Zaidi, Pascal PonceletIEEE Computer Graphics and Applications, Institute of Electrical and Electronics Engineers, 2015, 36 (3), pp.65-73.
- SENTERRITOIRE for opinion mining related to land-use planningEric Kergosien, Pierre Maurel, Mathieu Roche, Maguelonne TeisseireRevue Internationale de Géomatique, Lavoisier, 2015, 25 (1), pp.11-34.
- Recognition of logical units in log filesHassan Saneifar, Stéphane Bonniol, Pascal Poncelet, Mathieu RocheIntelligent Data Analysis, IOS Press, 2015, 19 (2), pp.431-448.
- From Terminology Extraction to Terminology Validation: An Approach Adapted to Log FilesHassan Saneifar, Stéphane Bonniol, Pascal Poncelet, Mathieu RocheJournal of Universal Computer Science, Graz University of Technology, Institut für Informationssysteme und Computer Medien, 2015, 21 (4), pp.604-636.
- Classification des items inconnus de 88milSMS : aide à l’identification automatique de la créativité scripturaleCédric Lopez, Mathieu Roche, Rachel PanckhurstTRANEL. Travaux Neuchâtelois de Linguistique, Institut des sciences du langage et de la communication (Neuchâtel, Suisse), 2015, Perspectives linguistiques sur les écrits électroniques : des textos aux converstions WhatsApp, 63, pp.71-86.
- A knowledge discovery process for spatiotemporal data: Application to river water quality monitoringHugo Alatrista Salas, Jérôme Azé, Sandra Bringay, Flavie Cernesson, Nazha Selmaoui-Folcher, Maguelonne TeisseireEcological Informatics, Elsevier, 2015, 26, pp.127-139.
- Mining closed partially ordered patterns, a new optimized algorithmMickaël Fabrègue, Agnès Braud, Sandra Bringay, Florence Le Ber, Maguelonne TeisseireKnowledge-Based Systems, Elsevier, 2015, 79, pp.68 - 79.
- Spatio-temporal data classification through multidimensional sequential patterns: Application to crop mapping in complex landscapeYoann Pitarch, Dino Ienco, Elodie Vintrou, Agnès Bégué, Anne Laurent, Pascal Poncelet, Michel Sala, Maguelonne TeisseireEngineering Applications of Artificial Intelligence, Elsevier, 2015, 37, pp.91-102.
- Software understanding: Automatic classification of software identifiersPattaraporn Warintarawej, Anne Laurent, Marianne Huchard, Mathieu Lafourcade, Pierre PompidorIntelligent Data Analysis, IOS Press, 2015, 19 (4), pp.761-778.
2014
- Discriminant temporal patterns for linking physico-chemistry and biology in hydro-ecosystem assessmentMickaël Fabrègue, Agnès Braud, Sandra Bringay, Corinne Grac, Florence Le Ber, Danielle Levet, Maguelonne TeisseireEcological Informatics, Elsevier, 2014, 24, pp.210-221.
- Mining local climate data to assess spatiotemporal dengue fever epidemic patterns in French GuianaSandra Bringay, Claude Flamand, Mickaël Fabrègue, Vanessa Ardillon, Quenel Philippe, Jean-Claude Desenclos, Maguelonne TeisseireJournal of the American Medical Informatics Association, BMJ Publishing Group, 2014, 21 (e2), pp.232-240.
- A contribution to the discovery of multidimensional patterns in healthcare trajectoriesElias Egho, Nicolas Jay, Chedy Raïssi, Dino Ienco, Pascal Poncelet, Maguelonne Teisseire, Amedeo NapoliJournal of Intelligent Information Systems, Springer Verlag, 2014, 42, pp.283 - 305.
- How to Combine Text-Mining Methods to Validate Induced Verb-Object Relations?Nicolas Béchet, Jacques Chauché, Violaine Prince, Mathieu RocheComputer Science and Information Systems, ComSIS Consortium, 2014, 11 (1), pp.133-155.
- Are opinions expressed in land-use planning documents?Eric Kergosien, Bernard Laval, Mathieu Roche, Maguelonne TeisseireInternational Journal of Geographical Information Science, Taylor & Francis, 2014, 28 (4), pp.739-762.
- Hierarchical Co-Clustering: Off-line and Incremental ApproachesRuggero Pensa, Dino Ienco, Rosa MeoData Mining and Knowledge Discovery, Springer, 2014, 28 (1), pp.31-64.
- How can catchy titles be generated without loss of informativeness?Cédric Lopez, Violaine Prince, Mathieu RocheExpert Systems with Applications, Elsevier, 2014, 41 (4), pp.1051-1062.
- Le projet Fresqueau. Exploiter les données massives concernant les cours d'eauFlorence Le Ber, Maguelonne Teisseire, Agnès Braud, Flavie Cernesson, Corinne Grac, Pascal PonceletIngéniérie des Systèmes d'Information, Lavoisier, 2014, 19 (3), pp.169-174.
- Towards a mixed approach to extract biomedical terms from text corpusJuan Antonio Lossio-Ventura, Clement Jonquet, Mathieu Roche, Maguelonne TeisseireInternational journal of Knowledge Discovery in Bioinformatics, IGI Global, 2014, 4 (1), pp.1-15.
- Enhancing passage retrieval in log files by query expansion based on explicit and pseudo relevance feedbackHassan Saneifar, Stéphane Bonniol, Pascal Poncelet, Mathieu RocheComputers in Industry, Elsevier, 2014, 65 (6), pp.937-951.
- ANIMITEX. Analyse d'images Fondée Sur Des Informations TextuellesMathieu Roche, Maguelonne Teisseire, Bruno Crémilleux, Pierre Gançarski, Christian SallaberryRevue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, Lavoisier, 2014, 19 (3), pp.163-167.
Communications internationales
2019
- A CNN adapted to time series for the classification of SupernovaeAnthony Brunel, Johanna Pasquet, Jérôme Pasquet, Nancy Rodriguez, Frédéric Comby, Dominique Fouchez, Marc ChaumontElectronic Imaging, Jan 2019, Burlingame, CA, United States. IS&T International Symposium on Electronic Imaging - Proceedings of Color Imaging XXIV: Displaying, Processing, Hardcopy, and Applications, 2019.
2018
- Identifying accessibility conditions for children with multiple disabilities: a Virtual Reality Wheelchair simulatorNancy RodriguezISMAR: International Symposium on Mixed and Augmented Reality, Oct 2018, Munich, Germany. 17th IEEE International Symposium on Mixed and Augmented Reality, 2018. <https://www.ismar2018.org>
- Temporal Mood Variation: at the CLEF eRisk-2018 Tasks for Early Risk Detection on The InternetWaleed Ragheb, Bilel Moulahi, Jérôme Azé, Sandra Bringay, Maximilien ServajeanCLEF: Conference and Labs of the Evaluation, Sep 2018, Avignon, France. Conference and Labs of the Evaluation Forum, Ceur-ws.org (2125), pp.#78, 2018, Working Notes.
- EpidNews: An Epidemiological News Explorer for Monitoring Animal DiseasesRohan Goel, Samiha Fadloun, Sarah Valentin, Arnaud Sallaberry, Mathieu Roche, Pascal PonceletVINCI: Visual Information Communication and Interaction, Aug 2018, Växjö, Sweden. 11th International Symposium on Visual Information Communication and Interaction, 2018. <10.1145/3231622.3231624>
- Immercity: a curation content application in Virtual and Augmented realityJean-Daniel Taupiac, Nancy Rodriguez, Olivier StraussVAMR: Virtual, Augmented and Mixed Reality, Jul 2018, Las Vegas, NV, United States. Springer, 10th International Conference on Virtual, Augmented and Mixed Reality - Held as Part of HCI International, LNCS (10910), pp.223-234, 2018, Part I - Applications in Health, Cultural Heritage, and Industry.
- Readitopics: Make Your Topic Models Readable via Labeling and BrowsingJulien Velcin, Antoine Gourru, Erwan Giry-Fouquet, Christophe Gravier, Mathieu Roche, Pascal PonceletIJCAI: International Joint Conference on Artificial Intelligence, Jul 2018, Stockholm, Sweden. 27th International Joint Conference on Artificial Intelligence, 2018. <https://www.ijcai-18.org>
- Visual Querying of Large Multilayer GraphsErick Cuenca, Arnaud Sallaberry, Dino Ienco, Pascal PonceletSSDBM: Scientific and Statistical Database Management, Jul 2018, Bozen-Bolzano, Italy. ACM Press, 30th International Conference on Scientific and Statistical Database Management, pp.32-34, 2018, SSDBM 2018.
- Semi-Supervised Clustering With Multiresolution AutoencodersDino Ienco, Ruggero PensaIJCNN: International Joint Conference on Neural Networks, Jul 2018, Rio de Janeiro, Brazil. IEEE, 30th International Joint Conference on Neural Networks (part of WCCI), 2018. <10.1109/IJCNN.2018.8489353>
- [Demo] Integration of text-and web-mining results in EpidVisSamiha Fadloun, Arnaud Sallaberry, Alizé Mercier, Elena Arsevska, Pascal Poncelet, Mathieu RocheNLDB: Natural Language Processing and Information Systems, Jun 2018, Paris, France. 23rd International Conference on Applications of Natural Language to Information Systems, LNCS (10859), pp.437-440, 2018.
- United we stand: Using multiple strategies for topic labelingAntoine Gourru, Julien Velcin, Mathieu Roche, Christophe Gravier, Pascal PonceletNLDB: Natural Language Processing and Information Systems, Jun 2018, Paris, France. 23rd International Conference on Applications of Natural Language to Information Systems, LNCS (10859), pp.352-363, 2018.
- Outil de formation aux compétences sociales en Réalité VirtuelleJean-Daniel Taupiac, Nancy Rodriguez, Olivier StraussGamEvolution, Jun 2018, Montpellier, France. 2ème Colloque International Game Evolution - Management et Pédagogie Ludique, 2018. <http://mrm.edu.umontpellier.fr/evenements/colloque-international-game-evolution/2eme-colloque-international-game-evolution-7-juin-2018>
- PaFloChar: An Innovating Approach to Characterise Patient Flows in Myocardial InfarctionJessica Pinaire, Jérôme Azé, Sandra Bringay, Pascal Poncelet, Christophe Genolini, Paul LandaisMIE: Medical Informatics Europe, Apr 2018, Goteborg, Sweden. IOS Press, 29th Medical Informatics Europe conference, 247, pp.391-395, 2018, Studies in Health Technology and Informatics.
2017
- Cart'Eaux: an automatic mapping procedure for wastewater networks using machine learning and data miningCarole Delenne, Nanée Chahinian, Jean-Stéphane Bailly, Sandra Bringay, Benjamin Commandre, Marc Chaumont, Mustapha Derras, Laurent Deruelle, Mathieu Roche, Fabrice Rodriguez, Gérard Subsol, Maguelonne TeisseireAGU Fall Meeting, Dec 2017, New-Orleans, United States. 2017. <https://fallmeeting.agu.org/2017/>
- Immercity: communicating about virtual and augmented realitiesJean-Daniel Taupiac, Nancy Rodriguez, Olivier StraussVRST: Virtual Reality Software and Technology, Nov 2017, Göteborg, Sweden. ACM Press, 23rd ACM Symposium on Virtual Reality Software and Technology, pp.#63, 2017.
- DARE to Care: A Context-Aware Framework to Track Suicidal Ideation on Social MediaBilel Moulahi, Jérôme Azé, Sandra BringayWISE: Web Information Systems Engineering, Oct 2017, Moscow, Russia. 18th International Conference on Web Information Systems Engineering, 2017.
- Enrichment of French Biomedical Ontologies with UMLS Concepts and Semantic Types for Biomedical Named Entity Recognition Though Ontological Semantic AnnotationAndon Tchechmedjiev, Clement JonquetLOTKS: Language, Ontology, Terminology and Knowledge Structures, Sep 2017, Montpellier, France. Workshop on Language, Ontology, Terminology and Knowledge Structures, 2017. <https://langandonto.github.io/LangOnto-TermiKS-2017/index.html>
- ICD-10 coding of death certificates with the NCBO and SIFR Annotators at CLEF eHealth 2017Andon Tchechmedjiev, Amine Abdaoui, Vincent Emonet, Clement JonquetWorking Notes of CLEF eHealth Evaluation Lab, Sep 2017, Dublin, Ireland. CEUR, CEUR Workshop Proceedings, 1866. <https://sites.google.com/site/clefehealth2017/>
- Node Overlap Removal for 1D Graph LayoutSamiha Fadloun, Pascal Poncelet, Julien Rabatel, Mathieu Roche, Arnaud SallaberryIV: Information Visualisation, Jul 2017, London, United Kingdom. 21st International Conference Information Visualisation, 2017. <http://www.graphicslink.co.uk/IV2017/>
- An Application of AOC-Posets: Indexing Large Corpuses for Text Generation Under ConstraintsAlain Gutierrez, Michel Chein, Marianne Huchard, Pierre PompidorAnnalisa Appice; Marzena Kryszkiewicz; Dominik Ślęzak. ISMIS: International Symposium on Methodologies for Intelligent Systems, Jun 2017, Warsaw, Poland. Springer, 23rd International Symposium Foundations of Intelligent Systems, LNCS (10352), pp.642-652, 2017.
- Node-Centric Community Detection in Multilayer Networks with Layer-Coverage Diversification BiasRoberto Interdonato, Andrea Tagarelli, Dino Ienco, Arnaud Sallaberry, Pascal PonceletCompleNet, Mar 2017, Dubrovnik, Croatia. 8th International Workshop on Complex Networks, pp.57-66, 2017, Complex Networks VIII.
2016
- Exploiting Social and Mobility Patterns for Friendship Prediction in Location-Based Social NetworksJorge Valverde-Rebaza, Mathieu Roche, Pascal Poncelet, Alneu De, Andrade LopesICPR: International Conference on Pattern Recognition, Dec 2016, Cancun, Mexico. 23rd International Conference on Pattern Recognition, 2016. <http://www.icpr2016.org/>
- Extracting new Spatial Entities and Relations from Short MessagesSarah Zenasni, Maguelonne Teisseire, Mathieu Roche, Eric KergosienMEDES: Management of Digital EcoSystems, Nov 2016, Hendaye, France. 8th International ACM Conference on Management of Digital EcoSystems, 2016. <http://medes.sigappfr.org/16/>
- Shallow Text Clustering Does Not Mean Weak Topics: How Topic Identification Can Leverage Bigram FeaturesJulien Velcin, Mathieu Roche, Pascal PonceletDMNLP: Data Mining and Natural Language Processing, Sep 2016, Riva del Garda, Italy. 3rd Workshop on Interactions between Data Mining and Natural Language Processing 2016 co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2016), 1646, 2016. <http://ceur-ws.org/Vol-1646/>
- SuMGra: Querying Multigraphs via Efficient IndexingVijay Ingalalli, Dino Ienco, Pascal PonceletDEXA: Database and Expert Systems Applications, Sep 2016, Porto, Portugal. 27th International Conference on Database and Expert Systems Applications - Proceedings, Part I, LNCS (9827), pp.387-401, 2016, Database and Expert Systems Applications.
- Dictionary-Based Sentiment Analysis Applied to a Specific DomainLaura Cruz, José Ochoa, Mathieu Roche, Pascal PonceletSIMBIg: Symposium on Information Management and Big Data, Sep 2016, Cusco, Peru. Second Annual International Symposium, SIMBig 2015, Cusco, Peru, September 2-4, 2015, and Third Annual International Symposium, SIMBig 2016, Cusco, Peru, September 1-3, 2016, Revised Selected Papers, pp.57-68, 2017, Information Management and Big Data.
- How can big data be used to reduce uncertainty in stormwater modelling?Nanée Chahinian, Anne-Laure Piat-Marchand, Sandra Bringay, Maguelonne Teisseire, Elodie Boulogne, Laurent Deruelle, Mustapha Derras, Carole DelenneSymposium of Spatial Accuracy, Jul 2016, Montpellier, France. 11th International Symposium of Spatial Accuracy, pp.322-329, 2016, Proceedings of Spatial Accuracy 2016.
- Knowledge Discovery from Texts on Agriculture DomainMathieu RocheMISC: Modelling and Implementation of Complex Systems, May 2016, Constantine, Algeria. 4th International Symposium on Modelling and Implementation of Complex Systems, 2016. <http://www.univ-constantine2.dz/misc2016/>
- Multilayer Graph Edge BundlingRomain Bourqui, Dino Ienco, Arnaud Sallaberry, Pascal PonceletPacificVis: Pacific Visualization Symposium, Apr 2016, Taipei, Taiwan. IEEE, 9th IEEE Pacific Visualization Symposium, pp.184-188, 2016.
- Visual Analysis of Body Movement in Serious Games for HealthcareOky Purwantiningsih, Arnaud Sallaberry, Sebastien Andary, Antoine Seilles, Jérôme AzéPacificVis: Pacific Visualization Symposium, Apr 2016, Taipei, Taiwan. IEEE, 9th IEEE Pacific Visualization Symposium, pp.229-233, 2016.
- Communication Overload Management Through Social Interactions ClusteringJuan Antonio Lossio-Ventura, Hakim Hacid, Mathieu Roche, Pascal PonceletSAC: Symposium on Applied Computing, Apr 2016, Pisa, Italy. ACM Press, 31st Annual ACM Symposium on Applied Computing, pp.1166-1169, 2016.
- RetweetPatterns: Detection of Spatio-Temporal Patterns of RetweetsTomy Rodrigues, Tiago Cunha, Dino Ienco, Pascal Poncelet, Carlos SoaresWorldCIST: World Conference on Information Systems and Technologies, Mar 2016, Recife, Brazil. 4th World Conference on Information Systems and Technologies, Advances in Intelligent Systems and Computing (444), pp.879-888, 2016, New Advances in Information Systems and Technologies.
- Querying RDF Data Using A Multigraph-based ApproachVijay Ingalalli, Dino Ienco, Pascal Poncelet, Serena VillataEDBT: Extending Database Technology, Mar 2016, Bordeaux, France. 19th International Conference on Extending Database Technology, 2016. <http://edbticdt2016.labri.fr/>
- A Way to Automatically Enrich Biomedical OntologiesJuan Antonio Lossio-Ventura, Clement Jonquet, Mathieu Roche, Maguelonne TeisseireEDBT: Extending Database Technology, Mar 2016, Bordeaux, France. ACM, 18th International Conference on Extending Database Technology, 1, 2016. <http://edbticdt2016.labri.fr/>
- Manipulation interactive d'ensemble de motifs : application aux parcours hospitaliersYves Mercadier, Jessica Pinaire, Jérôme Azé, Sandra Bringay, Maguelonne TeisseireEGC: Extraction et Gestion des Connaissances, Jan 2016, Reims, France. 16ème Conférence Internationale Francophone sur l’Extraction et Gestion des Connaissances, RNTI-E-30, pp.457-462, 2016.
- Nouvelle méthode de calcul de la réputation dans les forums de santéAmine AbdaouiEGC: Extraction et Gestion des Connaissances, Jan 2016, Reims, France. 16ème Conférence Internationale Francophone sur l’Extraction et Gestion des Connaissances, RNTI-E-30, pp.231-236, 2016.
- Concept drift vs suicide: comment l'un peut prévenir l'autre ?Cédric Maigrot, Sandra Bringay, Jérôme AzéEGC: Extraction et Gestion des Connaissances, Jan 2016, Reims, France. 16ème Conférence Internationale Francophone sur l’Extraction et Gestion des Connaissances, RNTI-E-30, pp.219-230, 2016.
- MuEVo, a breast cancer Consumer Health Vocabulary built out of web forumsSolène Eholié, Mike Donald Tapi Nzali, Sandra Bringay, Clement JonquetA. Paschke; A. Burger; A. Splendiani; M.S. Marshall; P. Romano. SWAT4LS: Semantic Web Applications and Tools for Life Sciences, 2016, Amsterdam, Netherlands. 9th International Semantic Web Applications and Tools for Life Sciences, 2016.
2015
- EasySDM: An Integrated and Easy to Use Spatial Data Mining PlatformLeila Hamdad, Amine Abdaoui, Nabila Belattar, Mohamed AlaKDIR: Knowledge Discovery and Information Retrieval, Nov 2015, Lisbonne, Portugal. <http://www.kdir.ic3k.org/>
- Collaborative Content-Based Method for Estimating User Reputation in Online ForumsAmine Abdaoui, Jérôme Azé, Sandra Bringay, Pascal PonceletWISE: Web Information Systems Engineering, Nov 2015, Miami, United States. Springer, 16th International Conference, Miami, FL, USA, November 1–3, 2015, Proceedings, Part II, LNCS (9419), pp.292-299, 2015, Web Information Systems Engineering – WISE 2015.
- Detecting Epidemics Using Data Mining TechniquesPascal PonceletTri-National Scientific Workshop Climate change: Observation, Analysis and Health, Oct 2015, Bogor, Indonesia. 2015.
- Automatic Extraction of Time Expressions Across Domains in French NarrativesMike Donald Tapi Nzali, Xavier Tannier, Aurélie NévéolEMNLP: Empirical Methods in Natural Language Processing, Sep 2015, Lisbonne, Portugal. Conference on Empirical Methods in Natural Language Processing, pp.492-498, 2015.
- Opinion Mining: Taking into account the criteria!Pascal PonceletSIMBig: Symposium on Information Management and Big Data, Sep 2015, Cusco, Peru. 2nd Annual International Symposium on Information Management and Big Data, pp.17-18, 2015.
- How to deal with heterogeneous data?Mathieu RocheSIMBig: Symposium on Information Management and Big Data, Sep 2015, Cusco, Peru. 2nd Annual International Symposium on Information Management and Big Data, 1478 (19-20), 2015, CEUR Workshop Proceedings. <http://ceur-ws.org/Vol-1478/>
- Explain sentiments using Conditional Random Field and a Huge Lexical NetworkMike Donald Tapi Nzali, Joël Maïzi, Pierre Pompidor, Sandra Bringay, Christian Lavergne, Caroline Bascoul-MolleviSIMBig: Symposium on Information Management and Big Data, Sep 2015, Cusco, Peru. 2nd Annual International Symposium on Information Management and Big Data, CEUR Workshop Proceedings (1478), 2015, Information Management and Big Data. <http://simbig.org/SIMBig2015/>
- E-Patient reputation in Health ForumsAmine Abdaoui, Jérôme Azé, Sandra Bringay, Pascal PonceletMEDINFO: World Congress on Health and Biomedical Informatics, Aug 2015, São Paulo, Brazil. pp.137-141, MEDINFO'2015: 15th World Congress on Health and Biomedical Informatics.
- Layer-Centered Approach for Multigraphs VisualizationDenis Redondo, Arnaud Sallaberry, Dino Ienco, Faraz Zaidi, Pascal PonceletIV: Information Visualisation, Jul 2015, Barcelone, Spain. IEEE, 19th International Conference Information Visualisation, pp.50-55, 2015.
- RNA-SequenLens for Visualizing RNA Secondary StructuresFlorence Ying Wang, Arnaud Sallaberry, Mathieu RocheBioVis: Biological Data Visualization, Jul 2015, Dublin, Ireland. ISMB/ECCB, 5th Symposium on Biological Data Visualization, 2015.
- Assisting e-patients in an Ask the Doctor ServiceAmine Abdaoui, Jérôme Azé, Sandra Bringay, Pascal PonceletMIE: Medical Informatics Europe, May 2015, Madrid, Spain. 26th Medical Informatics Europe Conference, Digital healthcare empowering Europeans, 2015.
- Mining Multi-Relational Gradual PatternsNhathai Phan, Dino Ienco, Donato Malerba, Pascal Poncelet, Maguelonne TeisseireSDM: SIAM Data Mining, Apr 2015, Vancouver, Canada. 15th SIAM International Conference on Data Mining, 2015. <10.1137/1.9781611974010.95>
- SentiCompass: Interactive visualization for exploring and comparing the sentiments of time-varying twitter dataFlorence Ying Wang, Arnaud Sallaberry, Karsten Klein, Masahiro Takatsuka, Mathieu RocheIEEE. PacificVis: Pacific Visualization Symposium, Apr 2015, Hangzhou, China. pp.129-133, 2015.
- Knowledge-Based Representation for Transductive Multilingual Document ClassificationSalvatore Romeo, Dino Ienco, Andrea TagarelliECIR: European Conference on Information Retrieval, Mar 2015, Vienna, Austria. 37th European Conference on IR Research, ECIR 2015, Vienna, Austria, March 29 - April 2, 2015. Proceedings, LNCS (9022), pp.92-103, 2015, Advances in Information Retrieval.
- Towards Linked Data Extraction From TweetsManel Achichi, Zohra Bellahsene, Dino Ienco, Konstantin TodorovEGC: Extraction et Gestion des Connaissances, Jan 2015, Luxembourg, Luxembourg. 15èmes Journées Internationales Francophones sur l’Extraction et la Gestion des Connaissances, RNTI-E-28, pp.383-388, 2015.
2014
- Exploiting Textual Source Information for EpidemiosurveillanceElena Arsevska, Mathieu Roche, Renaud Lancelot, Pascal Hendrikx, Barbara DufourMTSR: Metadata and Semantics Research, Nov 2014, Karlsruhe, Germany. Springer, 478, pp.359-361, 2014, Communications in Computer and Information Science.
- HydroQual: Visual analysis of river water qualityPierre Accorsi, Arnaud Sallaberry, Nathalie Lalande, Sandra Bringay, Florence Le Ber, Pascal Poncelet, Mickaël Fabrègue, Flavie Cernesson, Agnès Braud, Maguelonne TeisseireVAST: Visual Analytics Science and Technology, Nov 2014, Paris, France. IEEE Conference on Visual Analytics Science and Technology, pp.123-132, 2014.
- Mining Representative Frequent Patterns in a Hierarchy of ContextsJulien Rabatel, Sandra Bringay, Pascal PonceletIDA: Advances in Intelligent Data Analysis, Oct 2014, Leuven, Belgium. 13th International Symposium on Intelligent Data Analysis, LNCS (8819), pp.239-250, 2014, Advances in Intelligent Data Analysis XIII.
- Semantic-Based Multilingual Document Clustering via Tensor ModelingSalvatore Romeo, Andrea Tagarelli, Dino IencoEMNLP: Empirical Methods in Natural Language Processing, Oct 2014, Doha, Qatar. Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), October 25-29, 2014, Doha, Qatar, pp.600-609, 2014.
- Mining Tweet Data - Statistic and semantic information for political tweet classificationGuillaume Tisserant, Violaine Prince, Mathieu RocheKDIR: Knowledge Discovery and Information Retrieval, Oct 2014, Rome, Italy. 6th International Conference on Knowledge Discovery and Information Retrieval, pp.523-529, 2014, Text-Mining Session.
- BIOTEX: A system for Biomedical Terminology Extraction, Ranking, and ValidationJuan Antonio Lossio-Ventura, Clement Jonquet, Mathieu Roche, Maguelonne TeisseireISWC: International Semantic Web Conference, Oct 2014, Riva del Garda, Italy. 13th International Semantic Web Conference - Posters & Demonstrations, CEUR-WS.org (1272), pp.157-160, 2014, Posters & Demonstrations.
- Vers une géographie de la connaissance construite à partir des traces individuelles dans les réseaux sociauxPhilippe Lemoisson, Mathieu RocheCARI: Colloque Africain sur la Recherche en Informatique et Mathématiques Appliquées, Oct 2014, Saint-Louis, Sénégal. 12th African Conference on Research in Computer Science and Applied Mathematics, 2014. <http://www.cari-info.org/PROG-CARI2014.php>
- Predicting Medical Roles in Online Health ForaAmine Abdaoui, Jérôme Azé, Sandra Bringay, Natalia Grabar, Pascal PonceletSLSP: Statistical Language and Speech Processing, Oct 2014, Grenoble, France. 2nd International Conference on Statistical Language and Speech Processing, LNCS (8791), pp.247-258, 2014, Statistical Language and Speech Processing.
- Yet Another Ranking Function for Automatic Multiword Term ExtractionJuan Antonio Lossio-Ventura, Clement Jonquet, Mathieu Roche, Maguelonne TeisseireA. Przepiórkowski; M. Ogrodniczuk. PolTAL: Natural Language Processing, Sep 2014, Warsaw, Poland. Springer, 9th International Conference on Natural Language Processing took place on 17–19 September 2014 in Warsaw, Poland., LNCS (8686), pp.52-64, 2014, Advances in Natural Language Processing.
- Contextual Itemset Mining in DBpediaJulien Rabatel, Madalina Croitoru, Dino Ienco, Pascal PonceletLD4KD: Linked Data for Knowledge Discovery, Sep 2014, Nancy, France. CEUR, 1232, http://ceur-ws.org/Vol-1232/, 2014, Proceedings of the 1st Workshop on Linked Data for Knowledge Discovery (LD4KD).
- BioTex: A system for biomedical terminology extraction, ranking, and validationJuan Antonio Lossio-Ventura, Clement Jonquet, Mathieu Roche, Maguelonne TeisseireSIMBig: Symposium on Information Management and Big Data, Sep 2014, Cusco, Peru. 1st Symposium on Information Management and Big Data, 2014. <https://simbig.org/SIMBig2014/>
- Natural Language Processing for Social networksMathieu RocheSIMBig: Symposium on Information Management and Big Data, Sep 2014, Cusco, Peru. 1st Symposium on Information Management and Big Data, 2014. <https://www.lirmm.fr/simbig2014/>
- ANIMITEX project: Image Analysis based on Textual InformationHugo Alatrista Salas, Eric Kergosien, Mathieu Roche, Maguelonne TeisseireJuan Antonio Lossio-Ventura; Hugo Alatrista-Salas. SIMBig: Symposium on Information Management and Big Data, Sep 2014, Cusco, Peru. pp.49-52, 2014.
- SIFR Project: The Semantic Indexing of French Biomedical Data ResourcesJuan Antonio Lossio-Ventura, Clement Jonquet, Mathieu Roche, Maguelonne TeisseireSIMBig: Symposium on Information Management and Big Data, Sep 2014, Cusco, Peru. CEUR Workshop, 1st Symposium on Information Management and Big Data, 1318, pp.4, 2014, Proceedings of the 1st Symposium on Information Management and Big Data - SIMBig 2014.
- Steganalysis with cover-source mismatch and a small learning databaseJérôme Pasquet, Sandra Bringay, Marc ChaumontEUSIPCO: EUropean SIgnal Processing COnference, Sep 2014, Lisbon, Portugal. pp.2425-2429, 2014, Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European.
- Breast cancer and quality of life: medical information extraction from health forumsThomas Opitz, Jérôme Azé, Sandra Bringay, Cyrille Joutard, Christian Lavergne, Caroline MolleviMIE: Medical Informatics Europe, Aug 2014, Istanbul, Turkey. 25th Medical Informatics Europe Conference, pp.1070-1074, 2014.
- Evaluation of fusion methods for crop monitoring purposesMar Bisquert, Agnès Bégué, Pascal Poncelet, Maguelonne TeisseireIGARSS: International Geoscience and Remote Sensing Symposium, Jul 2014, Québec, Canada. IEEE International Geoscience and Remote Sensing Symposium, pp.1429-1432, 2014.
- Integration of Linguistic and Web Information to Improve Biomedical Terminology ExtractionJuan Antonio Lossio-Ventura, Clement Jonquet, Mathieu Roche, Maguelonne TeisseireIDEAS: International Database Engineering & Applications Symposium, Jul 2014, Porto, Portugal. ACM, IDEAS'14: 18th International Database Engineering & Applications Symposium, pp.265-269, 2014.
- Classification of Small Datasets: Why Using Class-Based Weighting Measures?Flavien Bouillot, Pascal Poncelet, Mathieu RocheISMIS: International Symposium on Methodologies for Intelligent Systems, Jun 2014, Roskilde, Denmark. Springer-Verlag, pp.345-354, 2014, LNCS.
- Biomedical Terminology Extraction: A new combination of Statistical and Web Mining ApproachesJuan Antonio Lossio-Ventura, Clement Jonquet, Mathieu Roche, Maguelonne TeisseireJADT: Journées d'Analyse statistique des Données Textuelles, Jun 2014, Paris, France. 13èmes Journées Internationales d'Analyse statistique des Données Textuelles, pp.421-432, 2014.
- How to exploit paralinguistic features to identify acronyms in texts?Mathieu RocheLREC: Language Resources and Evaluation Conference, May 2014, Reykjavik, Iceland. 9th International Conference on Language Resources and Evaluation, pp.69-72, 2014.
- Towards Electronic SMS Dictionary Construction: An Alignment-based ApproachCédric Lopez, Reda Bestandji, Mathieu Roche, Rachel PanckhurstLREC: Language Resources and Evaluation Conference, May 2014, Reykjavik, Iceland. International Conference on Language Resources and Evaluation, pp.2833-2838, 2014.
- Looking for Opinion in Land-Use Planning CorporaEric Kergosien, Cédric Lopez, Mathieu Roche, Maguelonne TeisseireCICLing: Conference on Intelligent Text Processing and Computational Linguistics, Apr 2014, Kathmandu, Nepal. Springer-Verlag, 15th International Conference on Intelligent Text Processing and Computational Linguistics, Proceedings, Part II, LNCS (8404), pp.128-140, 2014, Computational Linguistics and Intelligent Text Processing.
- Que ressentent les patients ?Soumia Melzi, Amine Abdaoui, Jérôme Azé, Sandra Bringay, Pascal Poncelet, Florence GaltierEGC: Extraction et Gestion des Connaissances, Jan 2014, Rennes, France. 14ème Conférence Internationale Francophone sur l’Extraction et Gestion des Connaissances, RNTI-E-26, pp.449-454, 2014.
- De nouvelles pondérations adaptées à la classification de petits volumes de données textuellesFlavien Bouillot, Pascal Poncelet, Mathieu RocheEGC: Extraction et Gestion des Connaissances, Jan 2014, Rennes, France. 14ème Conférence Internationale Francophone sur l’Extraction et Gestion des Connaissances, RNTI-E-26, pp.131-142, 2014.
- Vectorisation paramétrée des données textuellesCélia Da Costa Pereira, Mathieu Lafourcade, Patrick Lloret, Cédric Lopez, Mathieu RocheEGC: Extraction et Gestion des Connaissances, Jan 2014, Rennes, France. 14èmes Journées Internationales Francophones sur l’Extraction et la Gestion des Connaissances, RNTI-E-26, pp.593-596, 2014.
- Patient's rationale: Patient Knowledge retrieval from health forumsSoumia Melzi, Amine Abdaoui, Jérôme Azé, Sandra Bringay, Pascal Poncelet, Florence GaltiereTELEMED: eHealth, Telemedicine, and Social Medicine, 2014, Barcelone, Spain. 6th International Conference on eHealth, Telemedicine, and Social Medicine, 2014.
Dernière mise à jour le 30/01/2019