ADVANSE: ADVanced Analytics for data SciencE
L’équipe ADVANSE (ADVanced Analytics for data SciencE) a été créée en 2014 et est rattachée au LIRMM dans le pôle Données. Elle fait suite à l’ancienne équipe Tatoo dont quatre membres permanents sont issus. Elle est dirigée par Pascal Poncelet depuis sa création avec Sandra Bringay comme adjointe depuis 2016. L’équipe regroupe des enseignants-chercheurs de la Faculté des Sciences (2), de l’IUT de Béziers (1), de l’IUT de Montpellier (1) rattachés à l’Université de Montpellier et du département MIAp (3) de l’université Paul Valéry.
Les activités de recherche menées par l’équipe projet ADVANSE s’inscrivent dans le domaine de l’analyse des grandes bases de données afin d’en extraire de nouvelles connaissances. Elles concernent les trois axes suivants :
- Fouille de données (DM) qui poursuit les travaux historiques en mettant particulièrement l’accent sur la proposition d’approches de pattern mining intégrant soit de nouvelles dimensions comme, par exemple, la dimension spatiale dans le cas de motifs spatio-temporels et de trajectoires ou bien les dimensions associées aux différents types d’arcs qui peuvent exister dans des multigraphes ;
- Visualisation analytique (VA) qui met l’accent sur le raisonnement analytique facilité par des interfaces visuelles interactives pour aider le décideur à comprendre ses données ou à mieux appréhender les connaissances extraites à partir de ces données ;
- Apprentissage automatique (ML) qui, outre les différents travaux menés sur la définition de nouvelles approches de machine learning (e.g. détection de clusters rares, labellisation de topics), se focalise sur la prise en compte de petits ou de très grands jeux de données via des approches plus traditionnelles (e.g. SVM, Gradient Boosting, active learning) ou plus récentes (e.g. deep learning). Pour faire face aux grands nombres de dimensions (e.g. images, sons, textes), l’avènement du deep learning a montré qu’il s’agissait d’une approche très efficace pour la classification. Toutefois, l’explicabilité des résultats, ou encore la définition d’une bonne architecture restent des exercices très expérimentaux et constituent de réels challenge pour la communauté scientifique.
L’équipe ADVANSE, dans ses trois axes, développe des travaux sur des bases autant théoriques qu’expérimentales pour aborder les problématiques associées.
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
- Samy Benslimane, Doctorant UM
- Fati Chen, Doctorant UM
- Alexis Delaforge, Doctorant UM
- Zakarya Ghalmane, CDD Chercheur UM
- Leonardo Moros, Doctorant UM
- Laetitia Viau, Doctorant UM
Collaborateurs réguliers
- Dino Ienco, Chargé de Recherche INRAE
Publications depuis 2014 - Evaluation 2019
Articles de revues internationales
2021
- French FastContext: a Publicly Accessible System for Detecting Negation, Temporality and Experiencer in French Clinical NotesMehdi Mirzapour, Amine Abdaoui, Andon Tchechmedjiev, William Digan, Sandra Bringay, Clement JonquetJournal of Biomedical Informatics, Elsevier, 2021, 117, pp.103733.
2020
- A Digital Companion, the Emma App, for Ecological Momentary Assessment and Prevention of Suicide: Quantitative Case Series Study.Margot Morgiève, Catherine Genty, Jérôme Azé, Jonathan Dubois, Marion Leboyer, Guillaume Vaiva, Sofian Berrouiguet, Philippe CourtetJMIR mHealth and uHealth, JMIR Publications, 2020, 8 (10), pp.e15741.
- Node Overlap Removal Algorithms: an Extended Comparative StudyFati Chen, Laurent Piccinini, Pascal Poncelet, Arnaud SallaberryJournal of Graph Algorithms and Applications, Brown University, In press. <10.7155/jgaa.00532>
- How citizen scientists contribute to monitor protected areas thanks to automatic plant identification toolsPierre Bonnet, Alexis Joly, Jean-Michel Faton, Susan Brown, David Kimiti, Benjamin Deneu, Maximilien Servajean, Antoine Affouard, Jean-Christophe Lombardo, Laura Mary, Christel Vignau, François MunozEcological Solutions and Evidence, Wiley, 2020, 1 (2). <10.1002/2688-8319.12023>
- Biodiversity Information Science and Standards 4: e58933 Pl@ntNet Services, a Contribution to the Monitoring and Sharing of Information on the World FloraPierre Bonnet, Julien Champ, Hervé Goëau, Fabian-Robert Stöter, Benjamin Deneu, Maximilien Servajean, Antoine Affouard, Jean-Christophe Lombardo, Oleksandra Levchenko, Hugo Gresse, Alexis JolyBiodiversity Information Science and Standards, Sofia : Pensoft Publishers, 2017-, 2020, 4. <10.3897/biss.4.58933>
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.
- Complementary and Alternative Medicine in Patients With Breast Cancer: Exploratory Study of Social Network Forum DataBéatrice Lognos, François Carbonnel, Isabelle Boulze Launay, Sandra Bringay, Estelle Guerdoux-Ninot, Caroline Mollevi, Pierre Senesse, Gregory NinotJMIR Cancer, JMIR Publications, 2019, 5 (2), pp.e12536.
- Angular - La figure de proue d’une nouvelle génération de frameworks webPierre PompidorTechniques de l'Ingénieur. Sécurité des systèmes d'information, Éditions T.I., 2019. <https://www.techniques-ingenieur.fr/base-documentaire/technologies-de-l-information-th9/programmation-42304210/angular-h3330/>
- Reconciliation of patient/doctor vocabulary in a structured resourceMike Donald Tapi Nzali, Jérôme Azé, Sandra Bringay, Christian Lavergne, Caroline Mollevi, Thomas OptizHealth Informatics Journal, SAGE Publications, 2019, 25, pp.1219-1231.
- Hospital burden of coronary artery disease: Trends of myocardial infarction and/or percutaneous coronary interventions in France 2009–2014Jessica Pinaire, Jérôme Azé, Sandra Bringay, Guillaume Cayla, Paul LandaisPLoS ONE, Public Library of Science, 2019, 14 (5), pp.e0215649.
2018
- 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, Isabella 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, Peter 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>
- 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.
- 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.
- 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.
- MultiStream: A Multiresolution Streamgraph Approach to Explore Hierarchical Time SeriesErick Cuenca Pauta, 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.
- 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.
- 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.
- Object-oriented satellite image time series analysis using a graph-based representationLynda Khiali, Dino Ienco, Maguelonne TeisseireEcological Informatics, Elsevier, 2018, 43, pp.52-64.
- Web monitoring of emerging animal infectious diseases integrated in the French Animal Health Epidemic Intelligence SystemElena Arsevska, Sarah Valentin, Julien Rabatel, Jocelyn de Goër de Hervé, Sylvain Falala, Renaud Lancelot, Mathieu RochePLoS ONE, Public Library of Science, 2018, 13 (8), pp.1-25.
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.
- 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, Special Issue: Chemoinformatics in France, 36 (10). <10.1002/minf.201700022>
- FEEL: a French Expanded Emotion LexiconAmine Abdaoui, Jérôme Azé, Sandra Bringay, Pascal PonceletLanguage Resources and Evaluation, Springer Verlag, 2017, 51 (3), pp.833-855.
- Local Community Detection in Multilayer NetworksRoberto Interdonato, Andrea Tagarelli, Dino Ienco, Arnaud Sallaberry, Pascal PonceletData Mining and Knowledge Discovery, Springer, 2017, ECML PKDD Conference 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, 5 (1). <10.1007/s13755-017-0020-2>
- 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, JMIR Publications, 2017, 19 (10), pp.e344.
- 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 textSoumia Lilia Berrahou, Patrice Buche, Juliette Dibie-Barthelemy, Mathieu RocheExpert Systems with Applications, Elsevier, 2017, 73, pp.115-124.
- 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). <10.2196/medinform.7779>
2016
- 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 PatternsNhat Hai 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 (july), 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.
- Contact Trees: Network Visualization beyond Nodes and EdgesArnaud Sallaberry, Fu Yang-Chih, 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.
- 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 & Geosciences, Elsevier, 2015, 85 (part A), 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.
- Social ties, homophily and extraversion--introversion to generate complex networksFaraz Zaidi, Muhammad Qasim Pasta, Arnaud Sallaberry, Guy MelançonSocial Network Analysis and Mining, Springer, 2015, 5 (1), pp.29.
- Unraveling the molecular architecture of a G protein-coupled receptor/β-arrestin/Erk module complexThomas Bourquard, Flavie Landomiel, Eric Reiter, Pascale Crepieux, David W. Ritchie, Jérôme Azé, Anne PouponScientific Reports, Nature Publishing Group, 2015, 5, pp.5:10760.
- Dites-le dans le français que vous voulez !Rachel Panckhurst, Catherine Détrie, Cédric Lopez, Claudine Moïse, Mathieu Roche, Bertrand VerineLes invités de Mediapart, 2 avril 2015. Mediapart, Paris (8 passage Brulon ; 75012) : Société éditrice de Mediapart, 2008-, 2015. <https://blogs.mediapart.fr/edition/les-invites-de-mediapart/article/020415/dites-le-dans-le-francais-que-vous-voulez>
- Surveillance and detection of unusual events in toxicovigilance: Review of relevant methodsLaurie Faisandier, Anne Fouillet, Dominique 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.
- 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.
- 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.
- Mining closed partially ordered patterns, a new optimized algorithmMickaël Fabrègue, Agnès Braud, Sandra Bringay, Florence Le Ber, Maguelonne TeisseireKnowledge-Based Systems, Elsevier, 2015, 79 (may), pp.68 - 79.
- 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 (2), pp.127-139.
- 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.
- A Graph-Based Method for Detecting Rare Events: Identifying Pathologic CellsEnikö Székely, Arnaud Sallaberry, Faraz Zaidi, Pascal PonceletIEEE Computer Graphics and Applications, Institute of Electrical and Electronics Engineers, 2015, 35 (3), pp.65-73.
- 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.
- 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.
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 GuianaClaude Flamand, Mickaël Fabrègue, Sandra Bringay, Vanessa Ardillon, Philippe Quénel, Jean-Claude Desenclos, Maguelonne TeisseireJournal of the American Medical Informatics Association, BMJ Publishing Group, 2014, 21 (e2), pp.e232-e240.
- 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 (2), pp.283 - 305.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
Communications internationales
2021
- How Do Deep Convolutional SDM Trained on Satellite Images Unravel Vegetation Ecology ?Benjamin Deneu, Alexis Joly, Pierre Bonnet, Maximilien Servajean, François MunozICPR 2020 - International Conference on Pattern Recognition, Alberto Del Bimbo; Rita Cucchiara; Stan Sclaroff; Giovanni Maria Farinella; Tao Mei; Marco Bertini; Hugo Jair Escalante; Roberto Vezzani, Jan 2021, Milan / Virtual, Italy. pp.148-158.
2020
- Supervised level-wise pretraining for sequential data classificationDino Ienco, Roberto Interdonato, Raffaele Gaetano27th International Conference, ICONIP 2020, Nov 2020, Bangkok, Thailand. pp.449-457.
- Overview of LifeCLEF location-based species prediction task 2020 (GeoLifeCLEF)Benjamin Deneu, Titouan Lorieul, Elijah Cole, Maximilien Servajean, Christophe Botella, Pierre Bonnet, Alexis JolyCLEF 2020 - 11th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2020, thessaloniki, Greece.
- Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution PredictionAlexis Joly, Hervé Goëau, Stefan Kahl, Benjamin Deneu, Willem-Pier Vellinga, Maximilien Servajean, Elijah Cole, Lukáš Picek, Rafael Ruiz de Castañeda, Isabelle Bolon, Andrew Durso, Titouan Lorieul, Christophe Botella, Hervé Glotin, Julien Champ, Ivan Eggel, Pierre Bonnet, Henning MüllerCLEF 2020 - 11th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2020, Thessaloniki, Greece. pp.342-363.
- Deep Multivariate Time Series Embedding Clustering via Attentive-Gated AutoencoderDino Ienco, Roberto Interdonato24th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PKDD), May 2020, Singapore, Singapore. pp.318-329.
- LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction ChallengesAlexis Joly, Hervé Goëau, Christophe Botella, Rafael Ruiz de Castaneda, Hervé Glotin, Elijah Cole, Julien Champ, Benjamin Deneu, Maximilien Servajean, Titouan Lorieul, Willem-Pier Vellinga, Fabian-Robert Stöter, Andrew Durso, Pierre Bonnet, Henning MüllerECIR 2020 - 42nd European Conference on IR Research on Advances in Information Retrieval, Apr 2020, Lisbon, Portugal. pp.542-549.
2019
- Prediction of Missing Semantic Relations in Lexical-Semantic Network using Random Forest ClassifierKévin Cousot, Mehdi Mirzapour, Waleed RaghebCJC PRAXILING 2019, Nov 2019, Montpellier, France.
- Deep triplet-driven semi-supervised embedding clusteringDino Ienco, Ruggero Pensa22nd International Conference on Discovery Science (DS), Oct 2019, Split, Croatia. pp.220-234.
- Overview of GeoLifeCLEF 2019: plant species prediction using environment and animal occurrencesChristophe Botella, Maximilien Servajean, Pierre Bonnet, Alexis JolyWorking Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum, Sep 2019, Lugano, Switzerland. <http://clef2018.clef-initiative.eu/>
- Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche PredictionAlexis Joly, Hervé Goëau, Christophe Botella, Stefan Kahl, Maximilien Servajean, Hervé Glotin, Pierre Bonnet, Robert Planqué, Fabian-Robert Stöter, Willem-Pier Vellinga, Henning MüllerCLEF 2019 - Conference and Labs of the Evaluation Forum, Sep 2019, Lugano, Switzerland. pp.387-401.
- Location-Based Plant Species Prediction Using A CNN Model Trained On Several Kingdoms - Best Method Of GeoLifeCLEF 2019 ChallengeMathilde Negri, Maximilien Servajean, Benjamin Deneu, Alexis JolyWorking Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum, Sep 2019, Lugano, Switzerland.
- Experimental web service and eye-tracking setup for unilateral spatial neglect assessmentTim Rossa, Pierre Pompidor, Nancy Rodriguez, Arnaud Sallaberry, Pascal Poncelet, Marika Urbanski, Clémence Bourlon, Guillaume Talon, Antoine SeillesHCI International, Jul 2019, Orlando, FL, United States. <http://2019.hci.international>
- LIRMM-Advanse at SemEval-2019 Task 3: Attentive Conversation Modeling for Emotion Detection and ClassificationWaleed Ragheb, Jérôme Azé, Sandra Bringay, Maximilien ServajeanSemEval: Semantic Evaluation in NAACL-HLT, Jun 2019, Minneapolis, MN, United States. pp.251-255.
- LifeCLEF 2019: Biodiversity Identification and Prediction ChallengesAlexis Joly, Hervé Goëau, Christophe Botella, Stefan Kahl, Marion Poupard, Maximilien Servajean, Hervé Glotin, Pierre Bonnet, Willem-Pier Vellinga, Robert Planqué, Jan Schlüter, Fabian-Robert Stöter, Henning MüllerECIR 2019 - 41st European Conference on IR Research, Apr 2019, Cologne, Germany. pp.275-282.
- Ad-hoc study on soldiers calibration procedure in Virtual RealityJean-Daniel Taupiac, Nancy Rodriguez, Olivier Strauss, Martin RabierIEEE-VR: Virtual Reality and 3D User Interfaces, Mar 2019, Osaka, Japan. <http://ieeevr.org/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. pp.13-19.
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. <10.1109/ISMAR-Adjunct.2018.00107>
- Temporal Mood Variation: at the CLEF eRisk-2018 Tasks for Early Risk Detection on The InternetWaleed Ragheb, Bilel Moulahi, Jérôme Azé, Sandra Bringay, Maximilien ServajeanWorking Notes of CLEF 2018 - Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France. <http://ceur-ws.org/Vol-2125/paper_119.pdf>
- 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. <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. pp.223-234.
- 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. <https://www.ijcai-18.org>
- Visual Querying of Large Multilayer GraphsErick Cuenca Pauta, Arnaud Sallaberry, Dino Ienco, Pascal PonceletSSDBM: Scientific and Statistical Database Management, Jul 2018, Bozen-Bolzano, Italy. pp.32-34.
- Semi-Supervised Clustering With Multiresolution AutoencodersDino Ienco, Ruggero PensaIJCNN: International Joint Conference on Neural Networks, Jul 2018, Rio de Janeiro, Brazil. pp.8.
- 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. pp.352-363.
- [Demo] Integration of text-and web-mining results in EpidVisSamiha Fadloun, Arnaud Sallaberry, Alizé Mercier, Elena Arsevska, Pascal Poncelet, Mathieu Roche23rd International Conference on Applications of Natural Language to Information Systems (NLDB), Jun 2018, Paris, France. pp.437-440.
- Outil de formation aux compétences sociales en Réalité VirtuelleJean-Daniel Taupiac, Nancy Rodriguez, Olivier StraussGamEvolution, Jun 2018, Montpellier, France. <http://mrm.edu.umontpellier.fr/evenements/colloque-international-game-evolution/2eme-colloque-international-game-evolution-7-juin-2018>
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. <https://fallmeeting.agu.org/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. pp.346-353.
- 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. <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 JonquetCLEF: Conference and Labs of the Evaluation Forum, Sep 2017, Dublin, Ireland. <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. pp.224-229.
- An Application of AOC-Posets: Indexing Large Corpuses for Text Generation Under ConstraintsAlain Gutierrez, Michel Chein, Marianne Huchard, Pierre PompidorISMIS: International Symposium on Methodologies for Intelligent Systems, Warsaw University of Technology, Poland, Jun 2017, Warsaw, Poland. pp.642-652.
- 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. pp.57-66.
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. <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. <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. <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. pp.387-401.
- 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. pp.57-68.
- Local community detection in multilayer networksRoberto Interdonato, Andrea Tagarelli, Dino Ienco, Arnaud Sallaberry, Pascal PonceletASONAM, Aug 2016, San Francisco, United States. pp.1382-1383.
- 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 DelenneSpatial Accuracy, Jul 2016, Montpellier, France. pp.322-329.
- Découverte de nouvelles entités et relations spatiales à partir d’un corpus de SMSSarah Zenasni, Eric Kergosien, Mathieu Roche, Maguelonne TeisseireTALN: Traitement Automatique des Langues Naturelles, Jul 2016, Paris, France. <https://jep-taln2016.limsi.fr/actes/index.php?lang=fr>
- Xart system: discovering and extracting correlated arguments of n-ary relations from textSoumia Lilia Berrahou, Patrice Buche, Juliette Dibie-Barthelemy, Mathieu Roche6th International Conference on Web Intelligence, Mining and Semantics (WIMS), Jun 2016, Nimes, France. pp.8:1-8:12.
- Knowledge Discovery from Texts on Agriculture DomainMathieu RocheMISC: Modelling and Implementation of Complex Systems, May 2016, Constantine, Algeria. <http://www.univ-constantine2.dz/misc2016/>
- 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. pp.229-233.
- Multilayer Graph Edge BundlingRomain Bourqui, Dino Ienco, Arnaud Sallaberry, Pascal PonceletIEEE Pacific Visualization Symposium (PacificVis), Apr 2016, Taipei, Taiwan. pp.184-188.
- Communication Overload Management Through Social Interactions ClusteringJuan Antonio Lossio-Ventura, Hakim Hacid, Mathieu Roche, Pascal PonceletSAC: Symposium on Applied Computing, Apr 2016, Pisa, Italy. pp.1166-1169.
- RetweetPatterns: Detection of Spatio-Temporal Patterns of RetweetsTomy Rodrigues, Tiago Cunha, Dino Ienco, Pascal Poncelet, Carlos Soares4th World Conference on Information Systems and Technologies (WorldCIST), Mar 2016, Recife, Brazil. pp.879-888.
- Querying RDF Data Using A Multigraph-based ApproachVijay Ingalalli, Dino Ienco, Pascal Poncelet, Serena VillataEDBT: Extending Database Technology, Mar 2016, Bordeaux, France. pp.245-256.
- 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. pp.457-462.
- Nouvelle méthode de calcul de la réputation dans les forums de santéAmine AbdaouiEGC: Extraction et Gestion des Connaissances, Jan 2016, Reims, France. pp.231-236.
- 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. pp.219-230.
- MuEVo, a breast cancer Consumer Health Vocabulary built out of web forumsSolène Eholié, Mike Donald Tapi Nzali, Sandra Bringay, Clement JonquetSWAT4LS: Semantic Web Applications and Tools for Life Sciences, 2016, Amsterdam, Netherlands.
2015
- Accurate parameter optimization leads to predictive dynamical models for systems biologyThomas Bourquard, Mohammed Akli Ayoub, Domitille Heitzler, Nikolaus Hansen, Jérôme Azé, Romain Yvinec, Pascale Crepieux, Eric Reiter, Anne Poupon23. Journée du projet CASCIMODOT, Université d'Orléans (UO). FRA. Université François Rabelais (Tours)., Dec 2015, Tours, France. <http://cascimodot.fdpoisson.fr/node/69>
- 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/>
- Accurate parameter optimization leads to predictive dynamical models for systems biologyThomas Bourquard, Mohammed Akli Ayoub, Domitille Heitzler, Nikolaus Hansen, Jérôme Azé, Romain Yvinec, Pascale Crepieux, Eric Reiter, Anne PouponDesign, Optimization and Control in Systems and Synthetic Biology DOC'15, Ecole Normale Supérieure - Paris (ENS Paris). FRA., Nov 2015, Paris, France.
- 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. pp.292-299.
- Detecting Epidemics Using Data Mining TechniquesPascal PonceletTri-National Scientific Workshop Climate change: Observation, Analysis and Health, Oct 2015, Bogor, Indonesia.
- 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. pp.492-498.
- How to deal with heterogeneous data?Mathieu RocheSIMBig: Symposium on Information Management and Big Data, Sep 2015, Cusco, Peru. pp.19-20.
- Opinion Mining: Taking into account the criteria!Pascal PonceletSIMBig: Symposium on Information Management and Big Data, Sep 2015, Cusco, Peru. pp.17-18.
- 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. <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.
- Layer-Centered Approach for Multigraphs VisualizationDenis Redondo, Arnaud Sallaberry, Dino Ienco, Faraz Zaidi, Pascal Poncelet19th International Conference Information Visualisation (IV), Jul 2015, Barcelone, Spain. pp.50-55.
- RNA-SequenLens for Visualizing RNA Secondary StructuresFlorence Ying Wang, Arnaud Sallaberry, Mathieu RocheBioVis: Biological Data Visualization, Jul 2015, Dublin, Ireland.
- Assisting e-patients in an Ask the Doctor ServiceAmine Abdaoui, Jérôme Azé, Sandra Bringay, Pascal PonceletMIE: Medical Informatics Europe, May 2015, Madrid, Spain.
- Mining Multi-Relational Gradual PatternsNhat Hai Phan, Dino Ienco, Donato Malerba, Pascal Poncelet, Maguelonne TeisseireSDM: SIAM Data Mining, Apr 2015, Vancouver, Canada. pp.9.
- SentiCompass: Interactive visualization for exploring and comparing the sentiments of time-varying twitter dataFlorence Ying Wang, Arnaud Sallaberry, Karsten Klein, Masahiro Takatsuka, Mathieu RochePacificVis: Pacific Visualization Symposium, Apr 2015, Hangzhou, China. pp.129-133.
- Knowledge-Based Representation for Transductive Multilingual Document ClassificationSalvatore Romeo, Dino Ienco, Andrea Tagarelli37th European Conference on Information Retrieval (ECIR), Mar 2015, Vienna, Austria. pp.92-103.
- Towards Linked Data Extraction From TweetsManel Achichi, Zohra Bellahsene, Dino Ienco, Konstantin TodorovEGC: Extraction et Gestion des Connaissances, Jan 2015, Luxembourg, Luxembourg. pp.383-388.
2014
- Exploiting Textual Source Information for EpidemiosurveillanceElena Arsevska, Mathieu Roche, Renaud Lancelot, Pascal Hendrikx, Barbara DufourMTSR: Metadata and Semantics Research, Nov 2014, Karlsruhe, Germany. pp.359-361.
- 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. pp.123-132.
- Mining Representative Frequent Patterns in a Hierarchy of ContextsJulien Rabatel, Sandra Bringay, Pascal PonceletIDA: Advances in Intelligent Data Analysis, Oct 2014, Leuven, Belgium. pp.239-250.
- Semantic-Based Multilingual Document Clustering via Tensor ModelingSalvatore Romeo, Andrea Tagarelli, Dino IencoEMNLP: Empirical Methods in Natural Language Processing, Oct 2014, Doha, Qatar. pp.600-609.
- Mining Tweet Data - Statistic and semantic information for political tweet classificationGuillaume Tisserant, Mathieu Roche, Violaine PrinceKDIR: Knowledge Discovery and Information Retrieval, Oct 2014, Rome, Italy. pp.523-529.
- 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. pp.157-160.
- 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. <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. pp.247-258.
- Yet Another Ranking Function for Automatic Multiword Term ExtractionJuan Antonio Lossio-Ventura, Clement Jonquet, Mathieu Roche, Maguelonne Teisseire9th International Conference on Natural Language Processing (PolTAL), Sep 2014, Warsaw, Poland. pp.52-64.
- Contextual Itemset Mining in DBpediaJulien Rabatel, Madalina Croitoru, Dino Ienco, Pascal PonceletLD4KD: Linked Data for Knowledge Discovery, Sep 2014, Nancy, France. pp.27-36.
- NLP approaches: How to Identify Relevant Information in Social Networks?Mathieu RocheSIMBig: Symposium on Information Management and Big Data, Sep 2014, Cusco, Peru. <https://www.lirmm.fr/simbig2014/>
- 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, Juan Antonio Lossio-Ventura; Hugo Alatrista-Salas, Sep 2014, Cusco, Peru. pp.58-61.
- ANIMITEX project: Image Analysis based on Textual InformationHugo Alatrista Salas, Eric Kergosien, Mathieu Roche, Maguelonne TeisseireSIMBig: Symposium on Information Management and Big Data, Sep 2014, Cusco, Peru. pp.49-52.
- 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.
- Breast cancer and quality of life: medical information extraction from health forumsThomas Opitz, Jérôme Azé, Sandra Bringay, Cyrille Joutard, Christian Lavergne, Caroline Mollevi25th European Medical Informatics Conference (MIE), Aug 2014, Istanbul, Turkey. pp.1070-1074.
- Exploring high repetitivity remote sensing time series for mapping and monitoring natural habitats — A new approach combining OBIA and k-partite graphsFabio Güttler, Samuel Alleaume, Christina Corbane, Dino Ienco, J. Nin, Pascal Poncelet, Maguelonne TeisseireIEEE International Symposium on Geoscience and Remote Sensing (IGARSS), Jul 2014, Quebec City, Canada. pp.3930-3933.
- 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. pp.1429-1432.
- 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. pp.265-269.
- 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. pp.345-354.
- 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. pp.421-432.
- How to exploit paralinguistic features to identify acronyms in texts?Mathieu RocheLREC: Language Resources and Evaluation Conference, May 2014, Reykjavik, Iceland. pp.69-72.
- 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. pp.2833-2838.
- Identifying cropped areas in small growers agricultural regions using data mining for food securityElodie Vintrou, Valentine Lebourgeois, Agnès Bégué, Dino Ienco, Maguelonne Teisseire, Stéphane Dupuy, Fidiniaina Ramahandry AndriandrahonaSentinel-2 for Science Workshop at ESA-ESRIN, May 2014, Frascati, Italy.
- 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. pp.128-140.
- 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. pp.593-596.
- 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. pp.131-142.
- Détection de changements dans des flots de données qualitativesDino Ienco, Albert Bifet, Bernhard Pfahringer, Pascal Poncelet14e Journées Internationales Francophones sur l'Extraction et la Gestion des Connaissances (EGC), Jan 2014, Rennes, France. pp.517-520.
- 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. pp.449-454.
- 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.
Dernière mise à jour le 07/09/2020