Selected Publications

List of my publications at :

• DBLP Bibliography Server 

• Google scholar

• HAL

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2025

• M. Karlsen, S. Khier, D. Fabre, D. Marchionni, J. Azé, S. Bringay, P. Poncelet, E. Calvier. "Covariate Model Selection Approaches for Population Pharmacokinetics: A Systematic Review of Existing Methods, From SCM to AI." CPT Pharmacometrics Syst Pharmacol. 2025 Jan 20. doi: 10.1002/psp4.13306.

2024

• M. Huchard, P. Martin, E. Muller, P. Poncelet, V. Raveneau, A. Sallaberry. "RCAviz: Exploratory search in multi-relational datasets represented using relational concept analysis." International Journal of Approximate Reasoning (IJAR), 166: 109123, 2024.

• L. Viau, J. Azé, F. Chen, P. Pompidor, P. Poncelet, V. Raveneau, N. Rodriguez, A. Sallaberry. "Epid Data Explorer: A visualization tool for exploring and comparing spatio-temporal epidemiological data." Health Informatics Journal (HIJ), 30(3), 2024.

• L. Musslin, A. Bazin, M. Huchard, P. Martin, P. Poncelet, V. Raveneau, A. Sallaberry. "FCAvizIR: Exploring Relational Data Set's Implications Using Metrics and Topics." Proceedings of the 1st International Joint Conference on Conceptual Knowledge Structures (CONCEPT), pp. 132-148, 2024.

• T. Michel-Picque, S. Bringay, P. Poncelet, N. Patel, G. Mayoral. "Classifier Chains for LOINC Transcoding." Studies in Health Technology and Informatics. 2024 Aug 22;316:1314-1318.

2023

• L. Viau, A. Sallaberry, N. Rodriguez, J.-F. Girres, P. Poncelet. "Polygon vector map distortion for increasing the readability of one-to-many flow maps." International Journal of Geographical Information Science (IJGIS), 37(6): 1288–1314, 2023.

• T. Papastergiou, J. Azé, S. Bringay, M. Louet, P. Poncelet, M. Rosales-Hurtado, Y. Vo-Hoang, P. Licznar-Fajardo, J.-D. Docquier, L. Gavara. "Discovering NDM-1 inhibitors using molecular substructure embeddings representations." Journal of Integrative Bioinformatics, 28;20(2):20220050. July 2023.

• H. Le Baher, J. Azé, S. Bringay, P. Poncelet, N. Rodriguez, C. Dunoyer. "Patient Electronic Health Record as Temporal Graphs for Health Monitoring." In Proceedings of the 33rd Medical Informatics Europe Conference (MIE 2023), May 2023, pp. 561-564.

• L. Moros, J. Azé, S. Bringay, P. Poncelet, M. Servajean, C. Dunoyer. "Learning to Classify Medical Discharge Summaries According to ICD-9." In Proceedings of the 33rd Medical Informatics Europe Conference (MIE 2023), May 2023, pp. 773-777.

2022

• E. Cuenca, A. Sallaberry, D. Ienco and P. Poncelet. "VERTIGo: a Visual Platform for Querying and Exploring Large Multilayer Networks". IEEE Transactions on Visualization and Computer Graphics, Mars 2022, 28(6), pp. 1634-1647 doi:10.1109/TVCG.2021.3067820, 2022.

• E. Muller, M. Huchard, P. Martin, P. Poncelet, A. Sallaberry. "RCAviz: Visualizing and Exploring Relational Conceptual Structures." Proceedings of the 16th International Conference on Concept Lattices and Their Applications (CLA), pp. 133-146, 2022.

• T. Papastergiou, J. Azé, S. Bringay, M. Louet, P. Poncelet, L. Gavara. "Multiple Instance Learning Based on Mol2vec Molecular Substructure Embeddings for Discovery of NDM-1 Inhibitors." In Proceedings of the 16th International Conference Practical Applications of Computational Biology and Bioinformatics (PACBB 2022), LNNS, Vol. 553, pp. 55-66.

2021

• J. Pinaire, E. Chabert, J. Azé, S. Bringay, P. Poncelet, P. Landais. "Prediction of In-Hospital Mortality from Administrative Data: A Sequential Pattern Mining Approach." In Proceedings of the 31st Medical Informatics Europe (MIE 2021), virtual event, May 2021, pp. 293-297.

• J. Pinaire, J. Azé, S. Bringay, P. Poncelet, C. Genolini, P. Landais. "Hospital healthcare flows: A longitudinal clustering approach of acute coronary syndrome in women over 45 years." Health Informatics Journal 2021 Jul-Sep;27(3):14604582211033020.

2020

• F. Chen, L. Piccinini, P. Poncelet and A. Sallaberry. "Node Overlap Removal Algorithms: an Extended Comparative Study". Journal of Graph Algorithms and Applications (JGAA), 24(4): 683-706, 2020.

• R. Goel, S. Valentin, A. Delaforge, S. Fadloun, A. Sallaberry, M. Roche and P. Poncelet. "EpidNews: Extracting, Exploring and Annotating News for Monitoring Animal Diseases". Journal of Computer Languages (COLA), 56: 100936, 2020. (PDF)

• S. Fadloun, A. Sallaberry, A. Mercier, E. Arsevska, M. Roche and P. Poncelet. "EpidVis: A visual web querying tool for animal epidemiology surveillance". Information Visualization, 19(1), pp. 48-64, 2020. (PDF)

2019

• F. Chen, L. Piccinini, P. Poncelet and Arnaud Sallaberry. "Node Overlap Removal Algorithms: A Comparative Study". In Proceedings of the 27th International Symposium on Graph Drawing and Network Visualization (GD 2019), Průhonice/Prague, Czechia, September 2019, pp. 1-13. (PDF)

• A. Delaforge, R. Goel, S. Fadloun, S. Valentin, A. Sallaberry, M. Roche, P. Poncelet. "EpidNews : un explorateur de données épidémiologiques pour la surveillance des maladies animales". Actes 30ème Journées Francophones d'Ingénierie des Connaissances (IC), pp. 215-216, 2019.

• T. Rossa, P. Pompidor, N. Rodriguez, A. Sallaberry and P. Poncelet, M. Urbanski, C. Bourlon, A. Seilles and G. Tallon. "Experimental Web Service and Eye-Tracking Setup for Unilateral Spatial Neglect Assessment". In Proceedings of the 21st International Conference on Human-Computer Interaction (HCII), Vincent G. Duffy (Eds.), Part II, LNCS 11582, pp. 141-15. (PDF)

• A. Abdaoui, J. Azé, S. Bringay, N. Grabar and P. Poncelet. "Expertise in French health forums". Health Informatics Journal, Vol. 25(1), 2019, pp. 17-26 (PDF)

2018

• J. Velcin, A. Gourru, E. Giry-Fouquet, C. Gravier, M. Roche and P. Poncelet. "Readitopics: Make Your Topic Models Readable via Labeling and Browsing". In Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI 2018), demo paper, Stockholm, Sweden, July 2018, pp. 5874-5876. (PDF)

• E. Cuenca, A. Sallaberry, D. Ienco and P. Poncelet. "Visual Querying of Large Multilayer Graphs". In Proceedings of the 30th International Conference on Scientific and Statistical Database Management (SSDBM 2018), Bozen-Bolzano, Italy, July 2018, pp.32-34. (PDF)

• V. Ingalalli, D. Ienco and P. Poncelet. "Querying RDF Data: a Multigraph-based Approach". Chapter in the NoSQL Data Models Book, IPSE, pp. 135-165, 2018. (PDF)

• Y. Mercadier, J. Azé, S. Bringay, V. Clavier, E. Cuenca, C. Paganelli, P. Poncelet and A. Sallaberry. "AIDS Analyse Information Dangers Sexualité : caractériser les discours à propos du VIH dans les forums de santé". Actes des 29es journées francophones d'Ingénierie des Connaissances (IC 2018), Juillet 2018, Nancy, pp. 71-863. (PDF)

• J. Pinaire, J. Azé, S. Bringay, P. Poncelet, C. Genolini and P. Landais. "PaFloChar: An Innovating Approach to Characterise Patient Flows in Myocardial Infarction." In Proceedings of the Medical Informatics Europe (MIE 2018), Gothenburg, Sweden, April 2018, pp. 391-395. (PDF)

• A. Gourru, J. Velcin, M. Roche, C. Gravier and P. Poncelet. "United we stand: Using multiple strategies for topic labeling". In Proceedings of the 23rd Conference on Natural Language & Information Systems (NLDB 2018), June 2018, Paris, pp. 352-363. (PDF)

• S. Fadloun, A. Sallaberry, A. Mercier, E. Arsevska, P. Poncelet and Mathieu Roche. "[Demo] Integration of text- and web-mining results in EpidVis". Demonstration paper in Proceedings of the 23rd Conference on Natural Language & Information Systems (NLDB 2018), June 2018, Paris, pp. 437-440. (PDF)

• V. Ingalalli, D. Ienco and P. Poncelet. "Mining frequent subgraphs in multigraphs". In Information Sciences, Vol. 451-452, July 2018, pp. 50-66. (PDF)

• E. Cuenca, A. Sallaberry, F. Y. Wang, and P. Poncelet. "MultiStream: A Multiresolution Streamgraph Approach to Explore Hierarchical Time Series". In IEEE Transactions on Visualization and Computer Graphics, Vol. 24, N. 12, 2018, pp. 3160-3173. (PDF)

• J. C. Valverde-Rebaza, M. Roche, P. Poncelet and A. de Andrade Lopes. "The role of location and social strength for friendship prediction in location-based social networks". In Information Processing and Management, Vol. 54, N. 4, 2018, pp. 475-489. (PDF)

2017

• R. Interdonato, A. Tagarelli, D. Ienco, A. Sallaberry and P. Poncelet. "Local Community Detection in Multilayer Networks". In Data Mining and Knowledge Discovery (DAMI), Vol. 31, N. 5, September 2017, pp. 1444-1479. (PDF)

• F. Guttler, D. Ienco, J. Nin, M. Teisseire and P. Poncelet. "A graph-based approach to detect spatiotemporal dynamics in satellite image time series". In ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 130 (2017), pp. 92-107. (PDF)

• A. Abdaoui, J. Azé, S. Bringay and P. Poncelet. "FEEL: a French Expanded Emotion Lexicon". In Language Resources and Evaluation, Vol. 51, N. 3, pp. 833-855, 2017. (PDF)

• E. Cuenca, A. Sallaberry, F. Y. Wang and P. Poncelet. "Visualizing Hierarchical Time Series with a Focus+Context Approach". In Poster session of the IEEE Information Visualization Conference (InfoVis 2017), Phoenix, US, October 2017. (PDF)

• S. Fadloun, P. Poncelet, J.Rabatel, M. Roche and A. Sallaberry. "Node Overlap Removal for 1D Graph Layout In Proceedings of the 21st International Conference on Information Visualisation (IV 2017), London, UK, July 2017. (PDF)

• R. Interdonato, A. Tagarelli, D. Ienco, A. Sallaberry, P. Poncelet. Node-Centric Community Detection in Multilayer Networks with Layer-Coverage Diversification Bias. Proceedings of the 8th Conference on Complex Networks (CompleNet 2017), March 2017, Dubrovnik, Croatia, pp. 57-66, 2017. (PDF)

2016

• A. Abdaoui, J. Azé, S. Bringay and P. Poncelet. "FEEL: a French Expanded Emotion Lexicon". In Language Resources and Evaluation Journal, Springer Verlag, 2016. (PDF)

• N. Phan, P. Poncelet and M. Teisseire. "All in One: Mining Multiple Movement Patterns". International Journal of Information Technology and Decision Making (IJITDM), June 2016, pp. 1-42. (PDF)

• F. N. Guttler, D. Ienco, P. Poncelet and M. Teisseire. "Combining transductive and active learning to improve object-based classification of remote sensing images". Remote Sensing Letters, Vol. 7, N. 4, 2016, pp. 358-367. (PDF)

• V. Ingalalli, D. Ienco and P. Poncelet. "SuMGra: Querying Multigraphs via Efficient Indexing". In Proceedings of the 27th International Conference on Database and Expert Systems Applications (DEXA 2016), Porto, Portugal, September 2016, pp.1-15. (PDF)

• L. V. Cruz Quispe, J. E. Ochoa Luna, M. Roche and P. Poncelet. "Dictionary-Based Sentiment Analysis applied to specific Domain using Web Mining Approach". In Proceedings of the 3rd Annual International Symposium on Information Management and Big Data (SIMBIG 2016), Cusco, Peru, September 2016. (PDF)

• J. Velcin, M. Roche and P. Poncelet. "Shallow Text Clustering Does Not Mean Weak Topics: How Topic Identification Can Leverage Bigram Features". In Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing (DMNLP 2016) in conjunction with ECML/PKDD 2016, Riva del Garda, Italy, September 2016. (PDF)

• V. Ingalalli, D. Ienco et P. Poncelet. "Leveraging Efficient Indexing Schema to Support Multigraph Query Answering". Revue Ingénierie des Systèmes d'Information, Numéro spécial : sélection Best Papers Bases de Données Avancées 2015", 22 pages, Vol. 21, N. 3, 2016. (PDF)

• R. Interdonato, A. Tagarelli, D. Ienco, A. Sallaberry and P. Poncelet. "Local Community Detection in Multilayer Networks". In Proceedings of the International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2016), San Francisco, USA, August 2016. (PDF)

• J. C. Valverde-Rebaza, M. Roche, P. Poncelet and A. de Andrade Lopes. "Exploiting Social and Mobility Patterns for Friendship Prediction in Location-Based Social Networks". In Proceedings of the 23rd International Conference on Pattern Recognition (ICPR 2016), Cancun, Mexico, December 2016. (PDF)

• J. A. Lossio-Ventura, H. Hacid, M. Roche and P. Poncelet. "Communication Overload Management Through Social Interactions Clustering". In Proceedings of the 31st ACM Symposium on Applied Computing (SAC 2016), Poster, Pisa, Italy, April 2016, pp. 1166-1169. (PDF)

• V. Ingalalli, D. Ienco, P. Poncelet and S. Villata. "Querying RDF Data Using a Multigraph-based Approach". In Proceedings of 19th International Conference on Extending Database Technology (EDBT 2016), Bordeaux, France, March 2016, pp. 245-256. (PDF)

• R. Bourqui, D. Ienco, A. Sallaberry and P. Poncelet. "Multilayer Graph Edge Bundling". Proceedings of the 9th IEEE Pacific Visualization Symposium (PacificVis 2016), Taipei, Taiwan, April 2016, pp. 184-188. (PDF)

• T. Rodrigues, T. Cunha, D. Ienco, P. Poncelet and C. Soares. "RetweetPatterns: detection of spatio-temporal patterns of retweets". Proceedings of the 4th World Conference on Information Systems and Technologies (WorldCist 2016), Recife, Brazil, March 2016, pp. 879-888. (PDF)

2015

• A. Abdaoui, J. Azé, S. Bringay and P. Poncelet. "Collaborative Content-Based Method for Estimating User Reputation in Online Forums". In Proceedings of the 16th Conference on Web Information Systems Engineering (WISE 2015), Miami, USA, October 2015. (PDF)

• E. Székely, A. Sallaberry, F. Zaidi, P. Poncelet. "A Graph-based Method to Detect Rare Events: An Application to Identify Pathologic Cells". IEEE Computer Graphics and Applications, 36(3): 65-73, 2015. (PDF)

• H. Saneifar, S. Bonniol, P. Poncelet and M. Roche. "From Terminology Extraction to Terminology Validation: An Approach Adapted to Log Files". Journal of Universal Computer Science, vol. 21, no. 4 (2015), 604-635. (PDF)

• D. Redondo, A. Sallaberry, D. Ienco, F. Zaidi and P. Poncelet. "Layer-Centered Approach for Multigraphs Visualization". In Proceedings of the 19th International Conference Information Visualisation (IV 2015), Barcelona, Spain, July 2015. (PDF)

• A. Abdaoui, M. Donald Tapi Nzali, J. Azé, S. Bringay, C. Lavergne, C. Mollevi and P. Poncelet. "ADVANSE : Analyse du sentiment, de l’opinion et de l’émotion sur des Tweets FranÁais". Actes 22ème Conférence sur le Traitement Automatique des Langues Naturelles TALN 2015 (Défi DEFT 2015), Caen, France, June 2015. (PDF)

• A. Abdaoui, J. Azé, S. Bringay and P. Poncelet. "Assisting e-patients in an Ask the Doctor Service". In Proceedings of the 26th European Medical Informatics Conference (MIE 2015), Madrid, Spain, May 2015. (PDF)

• N. H. Phan, D. Ienco, D. Malerba, P. Poncelet and M. Teisseire. "Mining Multi-Relational Gradual Patterns". In Proceedings of the 15th SIAM International Conference on Data Mining (SDM 2015), Vancouver, Canada, April 2015. (PDF)

• M. Bisquert, G. Bordogna, A. Bégué, G. Candiani, M. Teisseire and P. Poncelet. "A Simple Low Cost Fusion of Heterogeneous Image Time Series Based on Estimation of Image Temporal Validity".  Remote Sensing Journal, Vol. 7, pp. 704-724, 2015. (PDF)

• F. Bouillot, P. Poncelet et M. Roche. "Mesurer la proximité entre corpus par de nouveaux méta-descripteurs". Actes de la 13ième Conférence en Recherche d’Information et Applications (CORIA 2015), 16 pages, Grenoble, Mars 2015. (PDF)

• Y. Pitarch, D. Ienco, E. Vintrou, A. Bégué, A. Laurent, P. Poncelet, M. Sala, M. Teisseire. "Spatio-temporal data classification through multidimensional sequential patterns: Application to crop mapping in complex landscape". Engineering Applications of Artificial Inntelligence, Vol 37, 2015, pp. 91-102. (PDF)
  

2014

• P. Accorsi, M. Fabrègue, A. Sallaberry, F. Cernesson, N. Lalande, A. Braud, S. Bringay, F. Le Ber, P. Poncelet, M. Teisseire. "HydroQual: Visual Analysis of River Water Quality". Proceedings of the IEEE Conference on Visual Analytics Science and Technology (VAST 2014), Paris, France, 2014. (PDF)

• P. Accorsi, M. Fabrègue, A. Sallaberry1, F. Cernesson, N. Lalande, A. Braud, S. Bringay, F. Le Ber, Pascal Poncelet et M. Teisseire. "HydroQual: Un outil visuel pour analyser la qualité de l’eau des rivières". Démonstration à la conférence SAGEO’14, Novembre 2014. (PDF)

• J. Rabatel, S. Bringay and P. Poncelet. "Mining Representative Frequent Patterns in a Hierarchy of Contexts". Proceedings of The Thirteenth International Symposium on Intelligent Data Analysis (IDA 2014), Leuven, Belgium, October 2014. (PDF)

• J. Rabatel, J. Azé, P. Poncelet and M. Roche. "RegExpMiner: Automatically discovering frequently matching regular expressions". Proceedings of the First workshop on Interactions between Data Mining and Natural Language Processing (DMNLP 2014) in conjunction with ECML/PKDD 2014, Poster, Nancy, France, September 2014. (PDF)

• J. Rabatel, M. Croitoru, D. Ienco and P. Poncelet. "Contextual Itemset Mining in DBpedia". In Proceedings of the First workshop Linked Data for Knowledge Discovery (LD4KD 2014) in conjunction with ECML/PKDD 2014, Nancy, France, September 2014. (PDF)

• A. Abdaoui, J. Aze, S. Bringay, N. Grabar and P. Poncelet. "Predicting Medical Roles in Online Health Fora". Proceedings of the 2nd International Conference on Statistical Language and Speech Processing (SLSP 2014), LNCS, Grenoble, France, pp. 247-258, October 2014. (PDF)

• F. Le Ber, M. Teisseire, A. Braud, F. Cernesson, C. Grac, P. Poncelet (collectif d'auteurs du projet Fresqueau). "Le projet Fresqueau : exploiter les données massives concernant les cours d’eau". Ingénierie Des Systèmes d'Information, Numéro spécial : Big Data, 2014. (PDF)
  
  
• A. Abdaoui, J. Azé, S. Bringay, N. Grabard and P. Poncelet. "Analysis of Forum Posts Written by Patients and Health Professionals". In Proceedings of the 25th European Medical Informatics Conference (MIE 2014), Poster Paper, Istanbul, Turkey, August 2014. (PDF)

• R. Cezar, D. Ienco, A. Mas, F. Masseglia, P. Poncelet, P. Pudlo, E. Szekely, M. Teisseire and J.P. Vendrell. "(WO2014118343) PROCESS FOR IDENTIFYING RARE EVENTS". International Patent, PCT/EP2014/051963, 2014.(LINK)

• M. Roche, M. Teisseire, B. Crémilleux, P. Gancarski, C. Sallaberry et al. (collectif d'auteurs du projet Animitex). "Animitex :Analyse d'Images fondée sur des Informations Textuelles". Ingénierie Des Systèmes d'Information, Numéro spécial : Big Data, 2014. (PDF)

• F. Bouillot, P. Poncelet and M. Roche. "Classification of Small Datasets: Why Using Class-Based Weighting Measures?". In Proceedings of the 21st International Symposium on Methodologies for Intelligent Systems (ISMIS 2014), Roskilde, Denmark, June 2014. (PDF)

• M. Castets, P. Degenne, P. Poncelet and D. Lo Seen. "Integrating raster and vector spatial representations with interaction graphs for multi-scale environmental simulations". In Proceedings of the 7th International Congress on Environmental Modelling and Software (iEMSs 2014), San Diego, California, USA, June  2014. (PDF)

• F. Guttler, D. Ienco, M. Teisseire, J. Nin and P. Poncelet. "Detection and Characterization of Natural and Agricultural Areas". In Proceedings of the 15th International Conference on Information Processing and Management of Uncertaintty in Knowledge-Based Systems (IPMU 2014), Montpellier, France, July 2014. (PDF)

• F. G¸ttler, S. Alleaume, C. Corbane, D. Ienco, J. Nin, P. Poncelet and M. Teisseire. "Exploring High repetitivity remote sensing time series for mapping and monitoring natural habitats – A new approach combining OBIA and K-partite graphs". In Proceedings of the 32th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2014) Québec, Canada, June 2014.(PDF)

• M. Bisquert, G. Bordogna, M. Boschetti, P. Poncelet and M. Teisseire. "Soft Fusion of Heterogeneous Image Time Series". In Proceedings of the 15th International Conference on Information Processing and Management of Uncertaintty in Knowledge-Based Systems (IPMU 2014), Montpellier, France, July 2014. (PDF)

• M. Bisquert, A. Begue, P. Poncelet and M. Teisseire. "Validating Fused Images for Crop Monitoring Purposes". In Proceedings of the 32th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2014) Québec, Canada, June 2014.(PDF)

• S. Bringay, E. Kergosien, P. Pompidor and P. Poncelet. "Emotions target in health forums". Proceedings of the 15th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2014), Kathmandu, Nepal, April 2014. (PDF)

• H. Saneifar, S. Bonniol, P. Poncelet and M. Roche. "Enhancing Passage Retrieval in Log Files by Query Expansion Based on Explicit and Pseudo Relevance Feedback", Computers in Industry Journal, Elsevier, 2014. (PDF)

•  A. Abdaoui, J. Azé, S. Bringay, P. Poncelet et N. Grabar. "Analyse des messages des patients et des médecins dans les fora de santé". Dans Actes Atelier "Ingénierie des connaissances et santé" en conjonction avec les 2ièmes Journées francophones d'Ingénierie des Connaissances (IC 2014), Clermont Ferrand, Mai 2014. (PDF)

• A. Abboute, Y. Boudjeriou, G. Entringer, J. Azé, S. Bringay and P. Poncelet."Mining Twitter for Suicide Prevention". In Proceedings of the 19th International Conference on Application of Natural Language to Information Systems (NLDB 2014), Demonstration Paper, Montpellier, France, June 2014. (PDF)

• S. Bringay, E. Kergosien, P. Pompidor and P. Poncelet. "Identifier  la cible des émotions dans les forums de santé". Actes des 25es Journées francophones d'Ingénierie des Connaissances (IC 2014), Clermont Ferrand, Mai 2014. (PDF)

• S. Melzi, A. Abdaoui, J. Azé, S. Bringay, P. Poncelet and F. Galtier. "Patient's rationale: Patient Knowledge retrieval from health forums". Proceedings of the Sixth International Conference on eHealth, Telemedicine, and Social Medicine (ETELEMED 2014). Barcelona, Spain, March 2014. pp.140-145. (PDF)

• H. Saneifar,  S. Bonniol, P. Poncelet and M. Roche. "Recognition of logical units in log files". Intelligent Data Analysis (IDA) Journal, Vol. 19, N. 2, 2015. (PDF)

• M. Castets, P. Degenne, D. Lo-Seen, P. Poncelet. "Intégration de plusieurs formes de représentations spatiales dans un modèle de simulation". Actes des 14ièmes Journées Francophone "Extraction et Gestion des Connaissances" (EGC 2014), Papier démonstration, Rennes, France, janvier 2014. (PDF)

• F. Bouillot, P. Poncelet et M. Roche. "De nouvelles pondérations adaptées à la classification de petits volumes de données textuelles". Actes des 14ièmes Journées Francophone "Extraction et Gestion des Connaissances" (EGC 2014), Rennes, France, janvier 2014. (PDF)

• D. Ienco, A. Bifet, B. Pfahringer et P. Poncelet. "Détection de changements dans des flux de données qualitatives". Actes des 14ièmes Journées Francophone "Extraction et Gestion des Connaissances" (EGC 2014), Rennes, France, janvier 2014. (PDF)

• E. Egho, C. Raïssi, D. Ienco, N. Jay, A. Napoli, P. Poncelet, C. Quantin and M. Teisseire. "Healthcare Trajectory Mining by Combining Multidimensional Component and Itemsets". Journal of Intelligent Information Systems, to appear 2014. (PDF)

• S. Melzi, A. Abdaoui, J. Azé, S. Bringay, P. Poncelet et F. Galtier. "A quoi pensent les patients ?". Actes des 14ièmes Journées Francophone "Extraction et Gestion des Connaissances" (EGC 2014), Rennes, France, janvier 2014. (PDF)

• D. Ienco, A. Bifet, B. Pfahringer and P. Poncelet. "Change Detection in Categorical Evolving Data Streams". Proceedings of the 29th Symposium On Applied Computing (SAC 2014), Data Streams Track, Gyeongju, Korea, March 2014. (PDF)

2013

• H. Phan Nhat, P. Poncelet et M. Teisseire. "Get_Move : fouille de données d'objets mobiles". Ingénierie des Systèmes d'Information 18(4): 145-169 (2013). (PDF)

• E. Székely, P. Poncelet, F. Masseglia, M. Teisseire and R. Cezar. "A density-based backward approach to isolate rare events in large-scale applications". In Proceedings of the 16th International Conference on Discovery Science (DS 2013), Singapore, Republic of Singapore, October 2013. pp. 249-264. (PDF)

• D. Ienco, Y. Pitarch, P. Poncelet and M. Teisseire. "Knowledge-free Table Summarization". In Proceedings of the 15th International Conference on Data Warehousing and Data Mining (DAWAK 2013), Prague, Czech Republic, August 2013. pp. 122-133 (PDF)

• D. Breton, S. Bringay, F. Marques, P. Poncelet and M. Roche. "Mining Web Data for Epidemiological Surveillance". Emerging Trends in Knowledge Discovery and Data Mining, Lecture Notes in Computer Science, Volume 7769, 2013, pp 11-21. (PDF)

• H. Phan Nhat, D. Ienco, P. Poncelet and M. Teisseire. "Mining Representative Movement Patterns through Compression". In Proceedings of the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2013), Gold Coast, Australia, April 2013. pp. 314-326. (PDF)

• J. Rabatel, S. Bringay and P. Poncelet. "Mining Sequential Patterns: a Context-Aware Approach". In Advances in Knowledge Discovery and Management, Springer, Vol. 3 (AKDM-3). 2013. pp. 23-41. (PDF)

• M. Fabrègue, A. Braud, S. Bringay, F. Le Ber, C. Lecellier, P. Poncelet and M. Teisseire. "OrderGeneMiner : Logiciel pour l’extraction et la visualisation de motifs partiellement ordonnés à partir de puces à ADN". Actes des 13ièmes Journées Francophone "Extraction et Gestion des Connaissances" (EGC 2013), Démo paper, Toulouse, France, janvier 2013. (PDF)

• F. Bouillot, O. Gout, P. Magnier, C. Pénin, P. Poncelet, M. Roche. "Vers un outil de cartographie : qui est l’expert ?". Actes des 13ièmes Journées Francophone "Extraction et Gestion des Connaissances" (EGC 2013), Démo paper, Toulouse, France, janvier 2013. (PDF)

• H. Phan Nhat, D. Ienco, P. Poncelet and M. Teisseire. "Mining Fuzzy Moving Object Clusters". In Proceedings of the  8th International Conference on Advanced Data Mining and Applications (ADMA 2012), Nanjing China, December 2012. (PDF)

• H. Phan Nhat, D. Ienco, P. Poncelet and M. Teisseire. "Mining Time Relaxed Gradual Moving Object Clusters". In Proceedings of the 20th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS 2012), Redondo Beach, California, November 2012. pp. 478-481. (PDF)

• F. Bouillot, P. Poncelet,  M. Roche, D. Ienco, E. Bigdeli and S. Matwin. "French Presidential Elections: What are the Most Efficient Measures for Tweets?". In Proceedings of the Workshop Politics, Elections and Data (PLEAD 2012) in conjunction with the 21st ACM International Conference on Information and Knowledge Management (CIKM 2012), Maui, USA, November 2012. (PDF)
  
  
• H. Phan Nhat, P. Poncelet and M. Teisseire. "GET_MOVE: An Efficient and Unifying Spatio-Temporal Pattern Mining Algorithm for Moving Objects". In Proceedings of the Eleventh International Symposium on Intelligent Data Analysis (IDA 2012), Helsinki, Finland.October, 2012. pp. 276-288. (PDF)

• E. Egho, D. Ienco, N. Jay, A. Napoli, P. Poncelet, C. Quantin, C. Raïssi and M. Teisseire. "Healtcare Trajectory Mining by Combining Multi-dimensional Component and Itemsets". In Proceedings of the New Frontiers in Mining Complex Patterns (NFMCP) workshop in conjunction with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2012), Bristol, UK, September 2012. (PDF)

• H. Phan Nhat, P. Poncelet and M. Teisseire. "An Efficient Spatio-Temporal Mining Approach to Really Know Who Travels with Whom!". In Actes des 28e journées Bases de Données Avancées, Clermont Ferrand, Octobre 2012.

• H. Phan Nhat, DI. Ienco, P. Poncelet and M. Teisseire. "Extracting Trajectories through an Efficient and Unifying Spatio-Temporal Patten Mining System". In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2012), Demo Paper, Bristol, UK, September 2012. pp. 820-823. (PDF)

• B. Duthil, F. Trousset, G. Dray, J. Montmain and Pascal Poncelet."Opinion Extraction Applied to Criteria". In Proceedings of the 23rd International Conference on Database and Expert Systems Applications (DEXA 2012), Vienna, Austria, September 2012. pp. 489-496. (PDF)

• D. Breton, S. Bringay, F. Marques, P. Poncelet and M. Roche. "Epimining: Using Web News for Influenza Surveillance". In Proceedings of the Third Workshop on Data Mining for Healthcare Management (DMHM 2012) in conjunction with the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2012), Kuala Lumpur, Malaysia , May 2012. pp. 11-21. (PDF)

• F. Bouillot, P. Poncelet and M. Roche. "How and Why Exploit Tweet's Location Information?". In Proceedings of the 15th International Conference on Geographic Information Science (AGILE'12), Avignon, France, 2012. (PDF)

• D. Ienco, Y. Pitarch, P. Poncelet and M Teisseire. "Towards an Automatic Construction of Contextual Attribute-Value Taxonomies". In Proceedings of the 27th ACM International Symposium on Applied Computing - Track Data Mining (SAC 2012), Trento, Italy, March 2012. pp. 113-118. (PDF)

• Y. Pitarch, C. Favre, A. Laurent and P. Poncelet. "Enhancing Flexibility and Expressivity of Contextual Hierarchies". In Proceedings of the the 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2012), Brisbanne, Australia, June 2012. pp. 1-8. (PDF)

• D. Ienco, Y. Pitarch, P. Poncelet and M. Teisseire. "Vers une méthode automatique pour la construction de hiérarchies contextuelles". Actes des 12ièmes Journées Francophone "Extraction et Gestion des Connaissances" (EGC 2012), Bordeaux, France, janvier 2012. pp.335-346.
  

• H. Saneifar, P. Poncelet, M. Roche and S. Bonniol. "Segmentations des fichiers logs". Actes des 12ièmes Journées Francophone "Extraction et Gestion des Connaissances" (EGC 2012), Bordeaux, France, janvier 2012. pp. 381-386. (PDF)

• B. Duthil, F. Trousset, G. Dray, P. Poncelet and J. Montmain. "Extraction d'opinions". Actes des 12ièmes Journées Francophone "Extraction et Gestion des Connaissances" (EGC 2012), Bordeaux, France, janvier 2012. pp.453-458. (PDF)

• Y. Pitarch, C. Favre, A. Laurent et P. Poncelet. "Vers davantage de flexibilité et d'expressivité dans les hiérarchies contextuelles des entrepÙts de données". Actes Atelier EGC "Fouille de Données Complexes : complexité liée aux données multiples et massives",  Bordeaux, Janvier 2012. (PDF)

• B. Duthil, F. Trousset, G. Dray, J. Montmain et P. Poncelet. "Vers une caractérisation automatique de critères pour l'opinion mining". Revue Les Cahiers du Numérique "Analyse d'opinions sur internet", Vol. 7, N. 2, 2011, pp. 41-62. (PDF)

• Y. Pitarch, C. Favre, A. Laurent et P. Poncelet. "Généralisation contextuelle de mesures dans les entrepÙts de données - Application aux entrepÙts de données médicales". Revue Ingénierie des Systèmes d'Information (ISI) "Qualité des entrepÙts de données", Vol. 16, N. 6, décembre 2011, pp. 67-90. (PDF)

• H. Saneifar, S. Bonniol, P. Poncelet et M. Roche. "Identification des divisions logiques de fichiers logs". Actes des 18ièmes Rencontres de la Société FranÁaise de Classification (SFC 2011), Orléans, France, Septembre 2011. (PDF)

• S. Bringay, N. Béchet, F. Bouillot, P. Poncelet, M. Roche and M. Teisseire. "Towards an On-Line Analysis of Tweets Processing". In Proceedings of the 22nd International Conference on Database and Expert Systems Applications (DEXA 2011), Toulouse, France, August 2011. (PDF)

• B. Duthil, F. Trousset, M. Roche, G. Dray, M. Plantié, J. Montmain and P. Poncelet. "Towards an Automatic Characterization of Criteria". In Proceedings of the 22nd International Conference on Database and Expert Systems Applications (DEXA 2011), Toulouse, France, August 2011. (PDF)

• I. Brahmi, S. Ben Yahia, H. Aouadi and P. Poncelet. "Towards a Multiagent-Based Distributed Intrusion Detection System Using Data Mining Approaches" .In Proceedings of the 7th International Workshop on Agents and Data Mining Interaction (ADMI 2011), Taipei, Taiwan, May  2011,. Selected papers Published in "Agents and Data Mining  Interaction, LNAI, Volume 7103, 2012,pp.173-194. (PDF)

• M. Quintero, A. Laurent and P. Poncelet. "Fuzzy Orderings for Fuzzy Gradual Patterns". In Proceedings of the 9th International Conference on Flexible Query Answering Systems (FQAS 2011), Ghent, Belgium, October 2011. (PDF)

• I. Brahmi, S. Ben Yahia, and P. Poncelet."Mining Approximate Frequent Closed Flows over Packet Streams". In Proceedings of the 13thInternational Conference on Data Warehousing and Knowledge Discovery (DaWaK 2011), Toulouse, France, August 2011. (PDF)

• H. Phan Nhat, P. Poncelet and M. Teisseire. "Moving Objects: Combining Gradual Rules and Spatial-Temporal Patterns". In Proceedings of the 1st IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services (ICSDM 2011), Fuzhou, China, June 2011. (PDF)

• M. Fabregue, S. Bringay, P. Poncelet M. Teisseire and B. Orsetti. "Mining Microarray Data to Predict the Histological Grade of a Breast Cancer". Journal of Biomedical Informatics, Mars 2011. (PDF)

• S. Ayouni, S. Ben Yahia, A. Laurent and P. Poncelet. "Genetic Programming for Optimizing Fuzzy Gradual Pattern Discovery". In Proceedings of the European Society for Fuzzy Logic and Technology (EUSFLAT-LFA 2011), Aix les Bains, France, July 2011. (PDF)

• S. Bringay, N. Béchet, F. Bouillot, P. Poncelet, M. Roche et M. Teisseire. "Analyse de gazouillis en ligne". Actes 7ièmes Journées Francophones sur les EntrepÙts de Données et l'Analyse en ligne (EDA 2011), Clermont-Ferrand, Juin 2011. pp.87-102. (PDF)

• C. Favre, A. Laurent, Y. Pitarch et P. Poncelet. "Représentation graphique des hiérarchies contextuelles : modèles avec satellites". Actes 7ièmes Journées Francophones sur les EntrepÙts de Données et l'Analyse en ligne (EDA 2011), Clermont-Ferrand, Juin 2011. pp.23-38. (PDF)

• H. Saneifar, S. Bonniol, A. Laurent, P. Poncelet and M. Roche. "How to Rank Terminology Extracted by Exterlog?". Chapter in Knowledge Discovery, Knowlege Engineering and Knowledge Management (Revised Selected Papers of KDIR'09). Vol. 128. Springer Berlin Heidelberg, 2011, pp. 121-132. (LINK)
  

• I. Brahmi, S. Ben Yahia and Pascal Poncelet. "A Snort-based Mobile Agent for a Distributed Intrusion Detection System". In Proceedings of the Proceedings of the International Conference on Security and Cryptography (SECRYPT 2011), Seville, Spain, July 2011, pp.198-207. (PDF)

• D. H. Li, A. Laurent and P. Poncelet. "WebUser: Mining Unexpected Web Usage". International Journal of Business Intelligence and Data Mining (IJBDIM), 2011. pp. 90-111.  (PDF)

• J. Rabatel, S. Bringay and P. Poncelet. "Anomaly Detection in Monitoring Sensor Data for Preventive Maintenance". Expert Systems with Applications, Vol 38, 7003-7015. (PDF)

• A. Khenchaf et P. Poncelet (Editors). "Actes de la 11ième Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances (EGC 2011)". Revue RNTI, Hermann, Janvier 2011, 712 pages, ISBN : 978-2-70568-112-8.
  

• J. Rabatel, S. Bringay and P. Poncelet. "Contextual Sequential Patterns". In Proceedings of the Domain Driven Data Mining Workshop (DDDM 2010) in conjunction with IEEE ICDM 2010 Sydney, Australia, December 2010. (PDF)

• S. Ayouni, S. Ben Yahia, A. Laurent and P. Poncelet. "Fuzzy Gradual Patterns: What Fuzzy Modality For What Result?". Proceedings of the International Conference and Pattern Recognition (SoCPar 2010), Cergy, France, December 2010. (LINK)
  

• Y. Pitarch, D. Laurent, P. Poncelet et N. Spyratos. "TIGER: Querying a Relational Table through Criteria Extension". Proceedings of the International Conference and Pattern Recognition (SoCPar 2010), Cergy, France, December 2010. (PDF)

• Y. Pitarch, C. Favre, A. Laurent and P. Poncelet. "Contect-Aware Generalization for Cube Measures". Proceedings of the 13th ACM International Workshop on Data Warehousing and Olap (DOLAP 2010), Toronto, Canada, October 2010. (PDF)

• P.M. Quintero Flores, F. Del Razo Lopez, A. Laurent et P. Poncelet. "Extraction de règles linguistiques floues par programmation génétique". Actes de la Conférence Logique Floue et ses Applications (LFA 2010), Lannion, France, Novembre 2010.
  

• B. Rosoor, L. Sebag, S. Bringay, P. Poncelet et M. Roche. "Quand un tweet détecte une catastrophe naturelle ...". Actes du colloque Veille Stratégique Scientifique et Technologique (VSST 2010), Toulouse, France, Septembre 2010. (PDF)

• Y. Pitarch, D. Laurent, P. Poncelet et N. Spyratos. "TIGER : interrogation d'une table relationnelle par extension de critères". Actes des 26ièmes Journées Bases de Données Avancées (BDA 2010), Toulouse, France, octobre 2010. (PDF)

• I. Brahmi, S. Ben Yahia and P. Poncelet. "MAD-IDS: Novel Intrusion Detection System Using Mobile Agents and Data Mining Approaches". In Proceedings of the Pacific Asia Workshop on Intelligence and Security Informatics (PAISI 2010) in conjunction withith the 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2010), Hyderabad, India, June 2010, LNCS, Vol 6122, pp. 73-76. (PDF)

• V. Kapoor, P. Poncelet, F. Trousset and M. Teisseire. "From Collaborative to Privacy Preserving Sequential Pattern Mining". Chapter in "Privacy and Anonymity in Information Management Systems", Springer Verlag, July 2010, pp.135-156. (PDF)

• H. Saneifar, S. Bonniol, A. Laurent, P. Poncelet and M. Roche. "Passage Retrieval in Log Files: An Approach Based on Query Enrichment". In Proceedings of the 7th International Conference on Natural Language Processing (IceTal 2010), Reykjavik, Iceland, August 2010. (PDF)
  

• J. Rabatel, S. Bringay and P. Poncelet. "Fuzzy Anomaly Detection in Monitoring Sensor Data". In Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2010), Barcelona, Spain, July 2010. (PDF)
  

• S. Bringay, M. Roche, M. Teisseire, P. Poncelet, R. Abdel Rassoul, J.M. Verdier, G. Devau. "Novelty Discovering from Sequential Patterns: Application to Micro-Arrays Data Analysis for Alzheimer Disease". In Proceedings of the 13th World Congress on Medical and Health Informatics (MEDINFO 2010), Cape Town, South Africa, September 2010. (PDF)
  

• Y. Pitarch, A. Laurent and P. Poncelet. "Summarizing Multidimensional Data Streams: A Hierarhy-Graph-Based Approach". In Proceedings of the 14th Pacific-Asia Conference on Knowledge Discovery and Mining (PAKDD 2010), Hyderabad, India, June 2010. (PDF)
  

• Y. Pitarch, C. Favre, A. Laurent et P. Poncelet. "Analyse flexible dans les entrepÙts de données : quand les contextes s’en mÍlent". Actes des 6ièmes Journées francophones sur les EntrepÙts de Données et l’analyse en ligne (EDA 2010), Djerba, Tunisie, juin 2010. (PDF)
  

• D. Breton, M. Roche, P. Poncelet et F. Marques. "Analyse de dépÍches pour l’épidémiologie". Démonstration dans les 21ièmes Journées Francophones d’Ingénierie des Connaissances (IC 2010), Nîmes, France, Juin 2010. (PDF)

• Dong (Haoyuan) Li, Anne Laurent, and Pascal Poncelet. Discovery of Unexpected Recurrence Behaviors in Sequence Databases. International Journal of Computer Information Systems and Industrial Management Applications (IJCISIM), 2:279–288, 2010. (PDF)

• D. Breton, M. Roche, P. Poncelet et F. Marques. "Cartographie de dépÍches pour analyser le développement d’épidémies". Poster dans les 21ièmes Journées Francophones d’Ingénierie des Connaissances (IC 2010), Nîmes, France, Juin 2010. (PDF)
  

• D. H. Li, A. Laurent and P. Poncelet. "Extraction of Unexpected Sentences: A Sentiment Classification Assessed Approach". Revue Intelligent Data Analysis (IDA) Journal, Vol. 14, N. 1, 2010. (PDF)
  

• I. Brahmi, S. Ben Yahia and P. Poncelet. "MAD-IDS: Nocel Intrusion Detection System Using Mobile Agents and Data Mining Approaches". In Proceedings of the International Intelligence and Security Informatics, Pacific Asia Workshop (PAISI 2010), in conjunction with PAKDD 2010, Hyderabad, India, June 2010, pp. 73-76. (PDF)
  

• S. Bringay, A. Laurent, P. Poncelet, M. Roche et M. Teisseire. "Bien Cube, les données textuelles peuvent s'agréger". Actes des 10ièmes Journées Francophone "Extraction et Gestion des Connaissances" (EGC 2010), Hammamet, Tunisie, janvier 2010. (PDF)
  

• H. Saneifar, S. Boniol, A. Laurent, P. Poncelet et M. Roche. "Recherche de passages pertinents dans des fichiers logs par enrichissement de requÍtes". Actes de la 7ième Conférence en Recherche d'Information et Applications (CORIA 2010), Sousse, Tunisie, mars 2010. (PDF)
  

• G. Singh, F. Masseglia, C. Fiot, A. Marascu and P. Poncelet. "Mining Common Outliers for Intrusion Detection". Chapter in "Advances in Knowledge Discovery and Management", Springer, March 2010. (PDF)
  

• J. Rabatel, S. Bringay et P. Poncelet. "Aide à la décision pour la maintenance ferroviaire préventive". Actes des 10ièmes Journées Francophone "Extraction et Gestion des Connaissances" (EGC 2010), Hammamet, Tunisie, janvier 2010. pp. pp.363-368. (PDF)
  

• N. Verma, F. Trousset, P. Poncelet and F. Masseglia. "Intrusion Detections in Collaborative Organizations by Preserving Privacy". Chapter in "Advances in Knowledge Discovery and Management", Springer, March 2010. (PDF)
  

• S. Ayouni, S. Ben Yahia, A. Laurent et P. Poncelet. "Motifs graduels clos". Actes des 10ièmes Journées Francophone "Extraction et Gestion des Connaissances" (EGC 2010), Hammamet, Tunisie, janvier 2010. (PDF)
  

• L. Vinceslas, J.E. Symphor, A. Mancheron and P. Poncelet. "SPAMS : a novel Incremental Approach for Sequential Pattern Mining in Data Streams". Chapter in "Advances in Knowledge Discovery and Management", Springer, March 2010. (PDF)
  

• Y. Pitarch, L. Vinceslas, A. Laurent, P. Poncelet et J.E. Symphor. "SALINES : un automate au service de l'extraction de motifs séquentiels multidimensionnels". Actes des 10ièmes Journées Francophone "Extraction et Gestion des Connaissances" (EGC 2010), Hammamet, Tunisie, janvier 2010. (PDF)
  

• Collectif d’auteurs appartenant au Projet MIDAS. "Résumé généraliste de flux de données". Actes des 10ièmes Journées Francophone "Extraction et Gestion des Connaissances" (EGC 2010), Hammamet, Tunisie, janvier 2010. (PDF)
  

• T. Bouadi, S. Bringay, P. Poncelet et M. Teisseire. "RequÍtes Skyline avec prise en compte des préférences utilisateurs pour des données volumineuses". Actes des 10ièmes Journées Francophone "Extraction et Gestion des Connaissances" (EGC 2010), Hammamet, Tunisie, janvier 2010. (PDF)
  

• Y. Pitarch, A. Laurent et P. Poncelet. "Une structure basée sur les hiérarchies pour synthétiser les itemsets fréquents extraites dans des fenÍtres temporelles". Poster dans les Actes des 10ièmes Journées Francophone "Extraction et Gestion des Connaissances" (EGC 2010), Hammamet, Tunisie, janvier 2010. (PDF)
  

• S. Ayouni, A. Laurent, S. Ben Yahia and P. Poncelet. "Mining Closed Gradual Patterns". In Proceedings of the 10th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2010), Zakopane, Poland, June 2010. (PDF)
  

• Y. Pitarch, A. Laurent, M. Plantevit et P. Poncelet. "FenÍtres sur Cube". Revue Ingénierie des Systèmes d’Information (ISI), Numéro spécial sélection Best Papers "Bases de Données Avancées 2008", Vol.15, février 2010. (PDF)
  

• J. Nin, A. Laurent and P. Poncelet. "Speed up Gradual Rule Mining from Stream Data: A B-Tree and OWA-based Approach". Journal of Intelligent Information Systems, November 2009. (PDF)
  

• G. Dray, M. Plantié, A. Harb, P. Poncelet, M. Roche and F. Trousset. "Opinion Mining From Blogs". International Journal of Computer Information Systems and Industrial Management Applications (IJCISIM), Vol. 1, 2009, pp. 205-213. (PDF)
  

• Y. Pitarch, A. Laurent and P. Poncelet. "A Hierarchy-Based Method for Synthesizing Frequent Itemsets Extracted from Temporal Windows". In Proceedings of the IEEE International Conference on Soft Computing and Pattern Recognition, Malacca, Malaysia, December 2009. pp. 107-111. (PDF)
  

• F. Trousset, P. Poncelet and F. Masseglia. "SAX : A Privacy Preserving General Purpose Method Applied to Detection of Intrusions". In Proceedings of the ACM First International Workshop On Privacy and Anonymity for Very Large Datasets (in conjunction with CIKM 09), Hong Kong, China, November 2009. pp. 17-24. (PDF)
  

• D. Li, A. Laurent and P. Poncelet. "Mining Unexpected Sequential Patterns and Implication Rules". Chapter in "Rare Association Rule Mining and Knowledge Discovery: Technologies for Infrequent and Critical Event Detection" book in Advances in Data Warehousing and Mining Book Series, August 2009, ISBN 9781605667546. (LINK)
  

• M. Waddey, P. Poncelet and S. Ben Yahia. "A Novel Approach for Privacy Mining of Generic Basic of Association Rules". In Proceedings of the ACM First International Workshop On Privacy and Anonymity for Very Large Datasets (in conjunction with CIKM 09), Hong Kong, China, November 2009. pp. 45-52. (PDF)
  

• H. Saneifar, S. Bonniol, A. Laurent, P. Poncelet, M. Roche. "Mining for Relevant Terms from Log Files". In Proceedings of the International Conference on Knowledge Discovery and Information Retrievial (KDIR 2009), Funchal, Madeira, Portugal, october 2009. pp. 77-84. (PDF)
  

• H. Saneifar, S. Bonniol, A. Laurent, P. Poncelet, M. Roche. "Terminology Extraction from Log Files". In Proceedings of the 20th International Conference on Database and Expert Systems Applications (DEXA '09), September 2009, Linz, Austria. pp. 769-776. (PDF)
  

• D. H. Li, A. Laurent, P. Poncelet and M. Roche. "Extraction of Unexpected Sentences: A Sentiment Classification Assessed Approach", Intelligent Data Analysis (IDA) Journal, to appear 2009. (PDF)
  

• M. Roche et P. Poncelet (Editors). "Fouille de Données d'Opinions", Revue RNTI, Cépadues, 2009. (LINK)
  

• D. Li, A. Laurent and P. Poncelet. "Discovering Fuzzy Unexpected Sequences with Concept Hierarchies ". International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS), Vol. 17, pp. 113-134. (PDF)
  

• F. Del Razo, S. Sanchez, A. Laurent, P. Poncelet and M. Teisseire. "Data structures for efficient tree mining: from crisp to soft embedding constraints". International Journal of Applied Mathematics and Computer Science (AMCS), AMCS Special Issue, Soft computing for information management on the Web, to appear 2009. (PDF)

• F. De Razo Lopez, A. Laurent, P. Poncelet and M. Teisseire. "FTMnodes: Fuzzy Tree Mining Based on Partial Inclusion". Fuzzy Sets and Systems 160(15): 2224-2240 (2009). (LINK)
  

• F. De Razo Lopez, A. Laurent, P. Poncelet and M. Teisseire. "Tree mining: Equivalence classes for candidate generation". Intelligent Data Analysis (IDA) Journal, Vol. 13, N. 4, 2009. pp. 555-573. (LINK)
  

• J. Rabatel, S. Bringay, P. Poncelet et M. Teisseire. "Aide au diagnostic de pannes guidée par l'extraction de motifs séquentiels". Revue RNTI, Numéro Spécial "fouille de données complexes", Cépadues, 2009. (PDF)
  

• J. Rabatel, S. Bringay and P. Poncelet. "SO_MAD: SensOr Mining for Anomaly Detection in Railway Data". In Proceedings of the 9th Industrial Conference on Data Mining (ICDM 2009), July 20 - 22, 2009, Leipzig, Germany. pp. 191-205. (PDF)
  

• D. (Haoyuan) Li, A. Laurent et P Poncelet. "Extraction de comportements inattendus dans le cadre du Web Usage Mining". Revue RNTI, Numéro Spécial "fouille de données complexes", Cépadues, 2009.(PDF)
  

• G. Singh, F. Masseglia, C. Fiot, A. Marascu and P. Poncelet. "Data Mining for Intrusion Detection : from Outiliers to True Intrusions". In Proceedings of the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2009), April 2009, Bangkok, Thailand. pp. 891-898. (PDF)
  

• Y. Pitarch, A. Laurent and P. Poncelet. "Multidimensional Data Streams Summarization Using Extended Tilted-Time Windows". In Proceedings of the 5th International Symposium on Frontiers of Information Systems and Network Applications (FINA 2009) (join with AINA 2009), May 2009, Bradford, UK. pp. 250-254. (PDF)

• P. Gupta, C. Raïssi, G. Dray, P. Poncelet and J. Brissaud. "SS-IDS: Statistical Signature based IDS". In Proceedings of the 4th International Conference on Internet and Web Applications and Services (ICIW 2009), May 2009, Venice, Italy. pp. 407-412. (PDF)

• F. Masseglia, M. Teisseire and P. Poncelet. "Sequential Pattern Mining". Encyclopedia of Data Warehousing and Mining 2009: 1800-1805 (PDF)

• L. Vinceslas, J.-E. Symphor, A. Mancheron et P. Poncelet. "Spams, une nouvelle approche incrémentale pour l'extraction de motifs séquentiels fréquents dans les data streams". Actes des 9ièmes Journées Francophones "Extraction et Gestion des Connaissances" (EGC 2009), Strasbourg, Janvier 2009.  pp.205-216. (PDF)
  

• N. Verma, F. Trousset, P. Poncelet et F. Masseglia. "Détection d'intrusions dans un environnement collaboratif sécurisé". Actes des 9ièmes Journées Francophones "Extraction et Gestion des Connaissances" (EGC 2009), Strasbourg, Janvier 2009. pp.301-312. (PDF)
  

• G. Singh, F. Masseglia, C. Fiot, A. Marascu et P. Poncelet. "Collaborative Outlier Mining for Intrusion Detection". Actes des 9ièmes Journées Francophones "Extraction et Gestion des Connaissances" (EGC 2009), Strasbourg, Janvier 2009. pp. 313-323. (PDF)

• D. Li, A. Laurent and P. Poncelet. "Recognizing Unexpected Recurrence Behaviors with Fuzzy Measures in Sequence Databases". In Proceedings of the Fifth ACM/IEEEInternational Conference on Soft Computing as Transdisciplinary Science and Technology, October 2008, Cergy Pontoise, France. pp. 37-43. (PDF)

• A. Harb, M. Plantié, M. Roche, G. Dray and P. Poncelet. "Web Opinion Mining: How to Extract Opinions from Blogs?". In Proceedings of the Fifth ACM/IEEEInternational Conference on Soft Computing as Transdisciplinary Science and Technology, October 2008, Cergy Pontoise, France. pp. 211-217. (PDF)
  

• Y. Pitarch, A. Laurent, M. Plantevit et P. Poncelet. "FenÍtres sur cube". Actes des 22ièmes Journées Bases de Données Avancées (BDA 08), Valence, France, Octobre 2008. (extended version PDF)

• D. H. Li, A. Laurent, M. Roche et P. Poncelet. "Recherche de sentiments opposés par une approche floue à partir de textes libres". Actes de la Conférence Francophone Logique Floue et ses Applications (LFA 08), Lens, France, Octobre 2008.(PDF)
  

• C. Raïssi, T. Calders and P. Poncelet. "Mining Conjunctive Sequential Patterns". Data Mining and Knowledge Discovery, Springer Verlag (Best Selected paper from ECML/PKDD 08), Vol. 17, N. 1, August 2008. pp. 77-93. (PDF)

• F. Masseglia, P. Poncelet and M. Teisseire. "Efficient Mining of Sequential Patterns with Time Constraints: Reducing the Combinations", Expert Systems With Applications, Vol. 40, N. 3, 2008. (PDF)

• C. Raïssi, T. Calders and P. Poncelet. "Mining Conjunctive Sequential Patterns". In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 08), September 2008, Antwerp, Belgium. Selected Paper for DMKD p.19. (Extended Version PDF)
  

• M. Plantié, M. Roche, G. Dray and P. Poncelet. "Is a Voting Approach Accurate for Opinion Mining?". In Proceedings of the 10th International Conference on Datawarehousing and Knowledge Discovery (DaWaK 08), Turin, Italy, September 2008. pp. 413-422. (PDF)

• D. Li, A. Laurent, M. Roche and P. Poncelet. "Extraction of Opposite Sentiments in Classified Free Format Text Reviews". In Proceedings of the 19th International Conference on Database and Expert Systems Applications (DEXA 08), Turin, Italy, September 2008. pp. 710-717. (PDF)

• F. Masseglia, P. Poncelet and M. Teisseire. "Peer to Peer Usage Analysis". Chapter in "Encyclopaedia of Multimedia Technology and Networking", Second Edition, M. Pagani (ed.), ISBN 978-1-60566-014-1, August 2008, pp. 1136-1141. (PDF)

• D. Li, A. Laurent and P. Poncelet. "Mining Unexpected Web Usage Behaviors". In Proceedings of the 8th Industrial Conference on Data Mining (ICDM 08), In "Advances in Data Mining, Medical Applications, E-Commerce, Marketing and Theoretical Aspects", LNCS, Vol. 5507, pp. 283-297, Leipzig, Germany, July 2008, Best Paper Award. (PDF)

• A. Harb, M. Plantié, M. Roche, G. Dray, F. Trousset. P. Poncelet. "Détection d'opinions : comment déterminer les adjectifs d'opinions d'un domaine donné ?". Revue Document Numérique, Hermès Editor, numéro spécial "Les documents et le Web 2.0", Vol. 11/1-2, pp. 37-61, 2008. (PDF)

• D. Li, A. Laurent and P. Poncelet. "Discovering Fuzzy Unexpected Sequence with Beliefs". In Proceedings of the 12th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 08), Malaga, Spain, June 2008. (PDF)

• F. Masseglia, P. Poncelet, M. Teisseire and A. Marascu. "Web Usage Mining: Extracting Unexpected Periods from Web Logs". Data Mining and Knowledge Discovery (DMKD), Springer Verlag, Vol. 16, N. 1, February 2008, pp. 39-65. (PDF)
  

• P. Gupta, C. Raïssi, G. Dray, P. Poncelet et J. Brissaud. "Détection d'intrusions : de l'utilisation de signatures statistiques". Actes du 5ième Atelier Fouille de Données Complexes, Nice, janvier 2008. (PDF)

• L. Vinceslas, J.-E. Symphor, A. Mancheron et P. Poncelet. "Fiasco : un nouvel algorithme d'extraction d'itemsets fréquents". Démonstration Logicielle, Actes des 8ièmes Journées Francophones "Extraction et Gestion des Connaissances" (EGC 2008), Nice, Janvier 2008. pp. 235-236. (PDF)

• J.-E. Symphor, A. Mancheron, L. Vinceslas et P. Poncelet. "Le FIA : un nouvel automate permettant l'extraction efficace d'itemsets fréquents dans les flots de données". Actes des 8ièmes Journées Francophones "Extraction et Gestion des Connaissances" (EGC 2008), Nice, Janvier 2008. pp. 157-168. (PDF)

• D. H. Li, A. Laurent et P. Poncelet. "Découverte de motifs séquentiels et de règles inattendus". Actes des 8ièmes Journées Francophones "Extraction et Gestion des Connaissances" (EGC 2008), Nice, Janvier 2008. pp. 535-540. (PDF)
  

• C. Raïssi et P. Poncelet. "Echantillonnage pour l'extraction de motifs séquentiels : des bases de données statiques aux flots de données". Actes des 8ièmes Journées Francophones "Extraction et Gestion des Connaissances" (EGC 2008), Nice, Janvier 2008. pp. 145-156.  (PDF)

• F. Masseglia, P. Poncelet and M. Teisseire (Editors). "Successes and New Directions in Data Mining", IDEA Group Publisher, November 2007, ISBN-13 978-1599046457.
  

• P. Poncelet, F. Masseglia and M. Teisseire (Editors). "Data Mining Patterns: New Methods and Applications", IDEA Group Publisher, August 2007, ISBN-13 978-1599041629.
  

• C. Raïssi, J. Brissaud, G. Dray, P. Poncelet, M. Roche and M. Teisseire. "Web Analysis Traffic Challenge: Description and Results", Proceedings of the Discovery Challenge ECML/PKDD 2007, Warsaw, Poland, September 17-21, 2007, pp. 47-52. (PDF)
  

• C. Raïssi and P. Poncelet. "Sampling for Sequential Pattern Mining: From Static Databases to Data Streams". Proceedings of the IEEE International Conference on Data Mining (ICDM 07), Omaha NB, USA, October 2007.(PDF)
  

• V. Kapoor, P. Poncelet, F. Trousset and M. Teisseire. "Préservation de la vie privée : recherche de motifs séquentiels dans des bases de données distribuées". Revue Ingénierie des Systèmes d'Information (ISI), Selected paper of the "Actes Journées Bases de Données Avancées 2006", Vol.12, December 2007, pp. 85-107.(PDF)
  

• C. Raïssi and P. Poncelet. "Random Sampling over Data Streams for Sequential Pattern Mining". First European Workshop on Data Streams, Caserta, Italy, March 2007, pp. 61-66. Also as a Special Issue in "La revue Modulad", N. 36, May 2007. (PDF)
  

• D.H. Li, A. LAurent et P. Poncelet. "Towards Unexpected Sequential Patterns". Atelier Bases de Données Inductives, Plateforme Afia, Grenoble, Juillet 2007. (SLIDES PDF)
  

• F. Del Razo Lopez, S. Sanchez, A. Laurent, P. Poncelet and M. Teisseire. "Data Structures for Efficient Tree Mining: From Crisp to Soft Embedding Constraints". International Journal of Applied Mathematics and Computer Science, Special Issue "Soft Computing for Information Management on the Web", (to appear 2007).
  

• F. Del Razo Lopez, A. Laurent, P. Poncelet and M. Teisseire. "Fuzzy Tree Mining: Go Soft on your Nodes". Proceedings of the International Fuzzy Systems Association World Congress (IFSA 07), Special Session "The application of fuzzy logic and soft computing in flexible querying", Cancun, Mexico, June 2007, pp. 145-154. (PDF).
  

• P.A. Laur, J.E. Symphor, R. Nock and P. Poncelet. "Statistical Supports for Mining Sequential Patterns and Improving the Incremental Update Process on Data Stream". Intelligent Data Analysis (IDA) special issue on Knowledge Discovery from Data Streams, IOS Press, Vol.11, N.1, 2007, pp. 28-47. (PDF)
  

• P.A. Laur, J.E. Symphor, R. Nock and P. Poncelet. "Mining Evolving Data Streams for Frequent Patterns". Patterns Recognition, Elsevier, Vol. 40, 2007, pp. 492-503.
  

• C. Raïssi, P. Poncelet and M. Teisseire. "Towards a New Approach for Mining Maximal Frequent Itemsets over Data Stream". Journal of Intelligent Information Systems, Springer Verlag, Vol.8, N. 1, February 2007, pp. 23-36. (PDF)
  

• C. Raïssi and P. Poncelet. "Vers une nouvelle approche d'extraction des motifs séquentiels non dérivables". Actes des 7ièmes Journées Francophones "Extraction et Gestion des Connaissances" (EGC 07), Namur, Belgique, January 2007.(PDF)
  

• J.M. Petit et P. Poncelet (Editors). "Algorithmes pour la découverte de motifs dans les bases de données". Revue I3, Cépadues Edition, ISBN: 978.2.85428.785.1.
  

• V. Kapoor, P. Poncelet, F. Trousset and M. Teisseire. "Privacy Preserving Sequential Pattern Mining in Distributed Databases". Proceedings of the Fifteenth Conference on Information and Knowledge Management (CIKM 2006), Arlington, US, November 2006. (PDF)
  

• D. Kraemer, L. Di Jorio, D. Jouve, A. Serra, C. Raïssi, A. Laurent, M. Teisseire et P. Poncelet."VPSP : extraction de motifs séquentiels dans Weka". Démo - Actes des 20iemes Journees Bases de Donnees Avancees (BDA 2006), Lille, France, Octobre 2006. (PDF)
  

• V. Kapoor, P. Poncelet, F. Trousset et M. Teisseire. "Privacy Preserving Sequential Pattern Mining in Distributed Databases". Actes des 20iemes Journees Bases de Donnees Avancees (BDA 2006), Lille, France, Octobre 2006. (PDF)
  

• C. Raïssi, P. Poncelet and M. Teisseire. "SPEED: Mining Maximal Sequential Patterns over Data Streams". Proceedings of the 3rd IEEE International Conference on Intelligent Systems (IEEE IS 2006), London, UK, September 2006. (PDF)
  

• S. Sanchez, A. Laurent, P. Poncelet and M. Teisseire. "FUzBT: a Binary Approach for Fuzzy Tree Mining". Proceedings of the 11th IPMU International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2006), Paris, France, July 2006. (PDF)
  

• F. Masseglia, P. Poncelet and M. Teisseire. "Peer-to-Peer Usage Mining: a Distributed Mining Approach". Proceedings of the IEEE 20th International Conference on Advanced Information Networking and Applications (AINA 2006), Vienna, Austria, April 2006. (PDF)
  

• C. Raïssi, P. Poncelet et M. Teisseire. "FIDS : Extraction efficace d'itemsets dans des flots de données". Actes de l'atelier "Fouille de Données Temporelles" en conjonction avec la conference EGC 2006, Lille, France, Janvier 2006.(PDF)
  

• F. Masseglia, P. Poncelet, M. Teisseire et A. Marascu. "Web Usage Mining : extraction de périodes denses à partir de logs". Actes des 6ièmes Journées Francophones "Extraction et Gestion des Connaissances" (EGC 2006), Lille, France, Janvier 2006.(PDF)
  

• F. Del Razo Lopez, A. Laurent, P. Poncelet et M. Teisseire. "Recherche de sous-structures fréquentes pour l'intégration de schéma XML". Actes des 6ièmes Journées Francophones "Extraction et Gestion des Connaissances" (EGC 2006), Lille, France, Janvier 2006.(PDF)
  

• F. Masseglia, P. Poncelet et M. Teisseire. "Fouille de Données dans les systèmes pair-à-pair pour améliorer la recherche de ressources". Actes des 6ièmes Journées Francophones "Extraction et Gestion des Connaissances" (EGC 2006), Lille, France, Janvier 2006.(PDF)
  

• F. Masseglia, P. Poncelet, M. Teisseire and A. Marascu. "Web Usage Mining: Extracting Unexpected Periods from Web Logs". Proceedings of the 2nd IEEE Workshop on Temporal Data Mining (TDM'05). Held in conjunction with ICDM'05, Houston, USA, November 27, 2005. (PDF)
  

•  P.A. Laur, J.E. Symphor, R. Nock, and P. Poncelet. "Mining Sequential Patterns on Data Streams: A Near-Optimal Statistical Approach". Proceedings of the 2nd International Workshop on Knowledge Discovery from Data Streams (KDDS 2005) In conjunction with ECML-PKDD2005 The 16th European Conference on Machine Learning (ECML) and The 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Porto, Portugal, October 2005. (PDF)

• P.A. Laur, R. Nock, J.-E. Symphor and P. Poncelet. "On the Estimation of Frequent Itemsets for Data Streams: Theory and Experiments". Proceedings of the 14th ACM Conference on Information and Knowledge Management (CIKM 2005), Bremen, Germany, October 2005. (PDF)
  

• F. Del Razo Lopez, A. Laurent, P. Poncelet and M. Teisseire. "RSF - A New Tree Mining Approach with an Efficient Data Structure". Proceedings of the joint Conference: 4th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2005) and Eleventh Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2005), special session on Text Mining and Web Mining,  Barcelona, Spain, September, 2005. (PDF)
  

• C. Raïssi, P. Poncelet et M.Teisseire. "Need for SPEED: Mining Sequential Pattens in Data Streams". Actes des 21ièmes Journées Bases de Données Avancées (BDA 2005), Saint Malo, France, October 2005. (PDF)
  

• A. Laurent, P. Poncelet and M. Teisseire. "Fuzzy Data Mining for the Semantic Web: Building XML Mediator Schemas".  Chapter in "Fuzzy Logic and the Semantic Web" (E. Sanchez ed.), Series "Capturing Intelligence", Elsevier, Chapter 12, ISBN:0-444-51948-3, December 2005, pp. 249-264.

• P.-A. Laur, J.-E. Symphor, R. Nock and P. Poncelet. "Statistical Supports for Frequent Itemsets on Data Streams". Proceedings of the International Conference on Machine Learning and Data Mining (MLDM'2005), LNAI 3587, Leipzig, Germany, July 2005. (PDF)
  

• A. Mokrane, G. Dray et P. Poncelet. "Caractérisation thématique de collections de documents textuelles". Actes des 9^èmes Journées sur les Systèmes d'Information Elaborée, Ile de Rousse (Corse), France, Juin 2005. Also in Information Sciences for Decision Making, Vol. 22, 2005. (PDF)
  

• A. Mokrane, G. Dray et P. Poncelet. "Fouille de collections de documents en vue d'une caractérisation thématique de connaissances textuelles".  Article sélectionné Workshop FDC'05 pour parution dans un ouvrage "Fouille de Données Complexes" Editions CEPADUES, 2005. (PDF)
  

• R. Arezki ,  P. Poncelet, G. Dray et D.W. Pearson.  "Représentation Dynamique de Documents pour une Recherche Documentaire Intelligente". Actes de la 2ème Conférence en Recherche d'Infomations et Applications (CORIA'05), Grenoble, Mars 2005. (PDF)

• A. Laurent, P. Poncelet and M. Teisseire. "Towards a Fuzzy Approach for Mining XML Mediator Schemas". Workshop Fuzzy Logic and the Semantic Web, Marseille, France, February 2005. (PDF)

• A. Mokrane, G. Dray et P. Poncelet. "Fouille de collections de documents en vue d'une cartographie thématique de connaissances textuelles". Actes du 2nd Workshop sur la Fouille de Données Complexes (FDC'05) organisé conjointement avec les Journées Extraction et Gestion des Connaissances (EGC'2005), Paris, France, Janvier 2005. (PDF).

• P. Collet, V. Derozier, G. Dray, F. Trousset, P. Poncelet et M. Crampes. "Tendances dans les expressions de gènes : Applications à l'analyse du transcriptome de Plasmodium Falciparum". Actes des 5ièmes Journées Extraction et Gestion des Connaissances (EGC'2005), Paris, France, Janvier 2005. (PDF)

• R. Arezki, P. Poncelet, G. Dray and D.W. Pearson. "PAWebSearch: An Intelligent Agent for Web Information Retrievial". Proceedings of the International Conference on Advances in Intelligent Systems - Theory and Applications (AISTA'2004), Luxembourg-Kirchberg, Luxembourg, IEEE Conference, November 2004. (PDF)

• F. Masseglia, M. Teisseire et P. Poncelet. "Extraction de motifs séquentiels - Problèmes et Méthodes". Revue Ingénierie des Systèmes d'Information (ISI), Numéro spécial "Extraction et usages multiples de motifs dans les Bases de Données", Vol.9, N. 3-4, 2004, pp.183-210. (PDF).

• F. Masseglia, M. Teisseire and P. Poncelet. "Sequential Pattern Mining: A Survey on Issues and Approaches". Chapter in "Encyclopedia of Data Warehousing and Mining", J. Wang (ed.), Information Science Publishing, ISBN: 1-59140-556-2, April 2005, 10 pages.

• A. Mokrane, P. Poncelet et G. Dray. "Visualisation automatique du contenu d'une base de documents textuels via les hyper-cartes d'information". Actes du 4ième Colloque International Veille Stratégique, Scientifique et Technologique (VSST'04), 25-29 octobre 2004, Toulouse, France. (PDF).

• R. Arezki, P. Poncelet, G. Dray and D.W. Person. "Information Retrieval Model based on User Profile". Proceedings of the 11th International  Conference on Artificial Intelligence (AIMSA'2004), Varna, Bulgaria, LNAI, September 2004. (PDF).

• R. Arezki, P. Poncelet, G.Dray and D.W. Pearson. "Web Information Retrieval Based on User Profile".  Proceedings of the third International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems (AH'2004), Lecture Notes in Computer Science (LNCS), Springer-Verlag, August 24 - 26, 2004, Eindhoven, the Netherlands (PDF).

• F. Masseglia, M. Teisseire and P. Poncelet. "Pre-Processing Time Constraints for Efficiently Mining Generalized Sequential Patterns". Proceedings of the 11th International Symposium on Temporal Representation and Reasoning (TIME'04), Tatihou, Basse Normandie, France, July 2004 (PDF).

• R. Arezki, A. Mokrane, P. Poncelet, G. Dray and D. Pearson. "LUCI : A Personnalization Documentary System Based on the analysis of the History of the User's Actions ". Proceedings of the 6th International Conference On Flexible Query Answering Systems (FQAS), Lyon, France, LNAI, June 2004. (PS)

• A. Mokrane, O. Laouamri, G. Dray, P. Poncelet. " Modélisation spatio-temporelle des connaissances d'un système d'information géographique". Proceedigns of the 2nd International Conference on Sciences of Electronic, Technology of  Information and Telecommunications (SETIT'04), Sousse, Tunisie, march 2004. (PDF)

• A. Mokrane, R. Arezki, G. Dray, P. Poncelet. "Cartographie automatique du contenu d'un corpus de documents textuels". 7th International Conference on the Statistical Analysis of Textual Data (JADT'04), mars 2004, Louvain-La-Neuve, Belgique. (PDF)

• R. Arezki, A. Mokrane, P. Poncelet, G. Dray et D. Pearson. "Modélisation dynamique et temporelle de l'utilisateur pour un filtrage personnalisé de documents textuels". Actes des 4ièmes Journées d'Extraction et Gestion des Connaissances (EGC'04), Janvier 2004, Clermont Ferrand, France (PS).

• P.A. Laur, M. Teisseire and P. Poncelet. "Web Usage Mining: Extraction, Maintenance and Behaviour Trends". Proceedings of the 1st Indian International Conference on Artificial Intelligence (IICAI'03), Hyderabad, India, December 2003. (PDF)

• P.A. Laur, M. Teisseire and P. Poncelet. "Données Semi Structurées : extraction, maintenance et analyse de tendances". Revue Ingénierie des Systèmes d'Information (ISI), numéro spécial "Bases de Données semi-structurées", décembre 2003 (PDF)

• P.A. Laur, M. Teisseire and P. Poncelet. "AUSMS: An Environment for Frequent Sub-Substructures Extraction in a Semi-Structured Object Collection". Proceedings of the 14th International Conference on Database and Expert Systems Applications (DEXA'03), Prague, Czech Republic, LNCS, pages 38-45, September 03. (English version of the EGC conference) (PDF)

• P.A. Laur and P. Poncelet. "AUSMS : un environnement pour l'extraction de sous-structures fréquentes dans une collection d'objets semi-structurées". Actes des 3ième Journées d'Extraction et Gestion des Connaissances (EGC'03), Janvier 2003, Lyon, France. Version courte du rapport de recherche LGI2P N∞ RR02/G1/018 (PDF).

• F. Masseglia, P. Poncelet and M. Teisseire. "Incremental Mining of Sequential Patterns in Large Databases". Data and Knowledge Engineering, Volume 46, Issue 1, pages 97-121, 2003.(PDF)

• F. Masseglia, M. Teisseire and P. Poncelet. "HDM: A Client/Server/Engine Architecture for Real Time Web Usage". Knowledge and Information Systems (KAIS) journal, Vol. 5, N∞ 4, October 2003. (PS)

• F. Masseglia, M. Teisseire and P. Poncelet. "HDM, un module de fouille de données distribué en temps réel". Actes des secondes Journées Extraction et gestion des connaissances (EGC'02), Septembre 2002, Montpellier, France. (PS)

• F. Masseglia, M. Teisseire and P. Poncelet. "Real Time Web Usage Mining with a Distributed Navigation Analysis". Proceedings of the 12th International Workshop on Research Issues on Data Engineering (RIDE'02), February 2002, San Jose, USA.

• F. Masseglia, M. Teisseire and P. Poncelet. "Real Time Web Usage Mining: a Heuristic Based Distributed Miner". Proceedings of the Web Information Systems Engineering (WISE'01), December 2001, Kyoto, Japan. (PS)

• F. Masseglia, M. Teisseire and P. Poncelet. "Web Usage Mining Intersites : Analyse du Comportement des Utilisateurs à Impact Immédiat". Actes des 17ième Journées Bases de Données Avancées (BDA'01), Agadir, Maroc, Octobre 2001. (PS)(PDF).

• P. Poncelet. "De la Conception à l'Extraction de Connaissances dans les Bases de Données". Habilitation à Diriger des  Recherches, Université Montpellier II, Janvier 2001.  (PS)(PDF).

• P.A. Laur, F. Masseglia and P. Poncelet. "Schema Mining: Finding Structural Regularity among Semistructured Data". Proceedings of the 4th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'2000), Lyon, France, LNAI, September 2000 (PS)(PDF).

• F. Masseglia, P. Poncelet, and M. Teisseire."Web Usage Mining: How to Efficiently Manage New transactions and New Customers". Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery (PKDD'00), Lyon, France, LNAI, September 2000. (PS)(PDF).

• P.A. Laur, F. Masseglia, P. Poncelet and M. Teisseire. "A General Architecture for Finding Structural Regularities on the Web". Proceedings of the 9th International Conference on Artificial Intelligence (AIMSA'2000), Varna, Bulgaria, LNAI, September 2000. (PS)(PDF).

• F. Masseglia, P. Poncelet and M. Teisseire. "Incremental Mining of Sequential Patterns in Large Databases". Actes des 16ièmes Journées Bases de Données Avancées (BDA'00), Blois, France, Octobre 2000. (PS)(PDF).

• M. Teisseire, P. Poncelet, and R. Cicchetti. "Events as Behavioural Modeling Drivers". First Chapter of "Object-Oriented Modeling, M.P. Papazoglou, S. Spaccapietra and Z. Tari (Eds), M.I.T Press, 27 pages, 2000.

• F. Masseglia, P. Poncelet, and R. Cicchetti. "An Efficient Algorithm for Web Usage Mining". Networking and Information Systems Journal (NIS), Vol. 2, N∞ 5-6, pp. 571-603, 1999. (PS)(PDF).

• F. Masseglia, P. Poncelet and M. Teisseire. "Using Data Mining Techniques on Web Access Logs to Dynamically Improve Hypertext Structure". In ACM SigWeb Letters, Vol. 8, N. 3, pp. 13-19, October 1999. (PS)(PDF).

• F. Masseglia, P. Poncelet et M. Teisseire. "Extraction efficace de motifs séquentiels : le prétraitement des données". Actes des 15ièmes Journées Bases de Données Avancées (BDA'99), Bordeaux, France, Octobre 1999. (PS)(PDF).

• F. Masseglia, P. Poncelet and R. Cicchetti. "WebTool: An Integrated Framework for Data Mining". Proceedings of the 10th International Conference on Database and Expert Systems Applications (DEXA'99), Florence, Italy, LNCS, Vol. 1677, pp. 892-901, September 1999. (PS)(PDF).

• F. Masseglia, P. Poncelet et R. Cicchetti. "Analyse du comportement des utilisateurs sur le Web". Actes du XVIIième Congrès INFORSID (INFORSID'99), Toulon, France, Juin 1999. (PS)(PDF).

• F. Masseglia, F. Cathala and P. Poncelet. "PSP: Prefix Tree For Sequential Patterns". Proceedings of the 2nd European Symposium on Principles of Data Mining and Knowledge Discovery (PKDD'98), Nantes, France, LNAI, Vol. 1510, pp. 176-184, September 1998. (PS)(PDF).

• F. Cathala and P. Poncelet. "Preserving Behaviour: Why and How". Proceedings of the 9th International Conference on Advanced Information Systems Engineering (CAiSE'97), Barcelona, Spain, LNCS, Vol. 1250, pp. 333-346, June 1997. (PS)(PDF).

• R. Cicchetti, P. Poncelet et M. Teisseire. "Modélisation et vérifications comportementales". Ingéniérie des Systèmes d'Information (ISI), Vol. 5, N. 3, pp. 265-285, Aout 1997.

• R. Cicchetti, P. Poncelet et M. Teisseire. "Une aide à la conception et au controle de règles actives". Actes des 12ièmes Journées Bases de Données Avancées (BDA'96), Cassis, France, pp. 19-34, Aout 1996.

• Z.Bellahsene, P. Poncelet and M. Teisseire. "Views for Information System Design Without Reorganization". Proceedings of the 8th International Conference on Advanced Information Systems Engineering (CAiSE'96), Crete, Greece, LNCS, pp. 496-513, June 1996.

• R. Cicchetti, P. Poncelet et M. Teisseire. "Modélisation et validation comportementales". Actes du XIVième Congrés INFORSID (INFORSID'96), Toulouse, France, pp. 407-425,Juin 1996.

• M. Teisseire, P. Poncelet, and R. Cicchetti. "Towards Event-Driven Modelling for Database Design". Proceedings of the 20th International Conference on Very Large Databases (VLDB'94), Santiago, Chile, pp. 285-296, September 1994.

• M. Teisseire, P. Poncelet, and R. Cicchetti. "IFO2 : A Uniform Approach for Information System Modelling". Proceedings of the 5th International Workshop on the Deductive Approach to Information Systems and Databases (DAISD'94), Lloret - Costa Brava, Spain, pp. 33-53, September 1994.

• M. Teisseire, P. Poncelet, and R. Cicchetti. "Dynamic Modelling with Events". Proceedings of the 6th International Conference on Advanced Information Systems Engineering (CAiSE'94), Utrecht, The NetherLands, LNCS, Vol. 811, pp. 186-199, June 1994.

• P. Poncelet, M. Teisseire, R. Cicchetti, and L. Lakhal. "IFO2, une approche pour la conception de bases de données avancées". Ingénierie des  Systèmes d'Information (ISI), Vol. 1, N. 4, pp. 467-510, Décembre 1993.

• P. Poncelet, M. Teisseire, R. Cicchetti and L. Lakhal. "Towards a Formal Approach for Object Database Design". Proceedings of the 19th International Conference on Very Large Databases (VLDB'93), Dublin, Ireland, pp. 278-289, August 1993.

• P. Poncelet and M. Teisseire. "Advanced Database Modeling and Design : The IFO2 Approach". Proceedings of the 3rd International Conference for Young Computer Science (ICYS'93), International Academic Publishers, Beijing, China, pp. 79-82, July 1993.

• M. Teisseire, P. Poncelet and R. Cicchetti. "A Tool Based on a Formal Approach for Object-Oriented Database Modeling and Design". Proceedings of the 6th International Workshop on Computer-Aided Software Engineering (CASE'93), IEEE publishers, Singapore, July 1993.

• P. Poncelet and R. Lakhal. "Consistent Structural Updates for Object Database Design". Proceedings of the 5th International Conference on Advanced Information Systems Engineering (CAiSE'93), Paris, France, LNCS, Vol. 685, pp. 1-21, June 1993.

• M. Teisseire, P. Poncelet, R. Cicchetti, et L. Lakhal. "Conception de bases de données avancées : le projet IFO2". Actes du Congrès AFCET'93, Colloque ``Bases de Données'', pages 105-114, Versailles, France, Juin 1993.

• P. Poncelet. "Conception d'Applications Avancées : modèle, mécanisme d'évolution et dérivation". Actes du XIième Congrès INFORSID (INFORSID'93), Lille, France, pp. 477-496, Mai 1993.

•  P. Poncelet, M. Teisseire, and L. Lakhal. IFO2, modèle et principe pour la conception de Bases de Données Avancées. Actes des 8ièmes Journées Bases de Données Avancées (BDA'92), Trégastel, France, pp. 320-338, Septembre 1992.