Nicolas DURAND
- Laboratoire d'Informatique et des Systèmes (LIS) (Marseille, Toulon) (LIS)
- Laboratoire des Sciences de l'Information et des Systèmes (LSIS)
- Data Mining at scale (DANA)
Publications
Publications
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Detecting behavior types of moving object trajectoriesInternational Journal of Data Science and Analytics, 2018, 5 (2-3), pp.169-187. ⟨10.1007/s41060-017-0076-8⟩ |
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Frequent Itemset Border Approximation by DualizationTransactions on Large-Scale Data- and Knowledge-Centered Systems, 2016, 26, pp.32-60 |
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Web Services Discovery and Recommendation Based on Information Extraction and Symbolic ReputationInternational Journal on Web Service Computing (IJWSC), 2013, 4 (1), pp.1-18. ⟨10.5121/ijwsc.2013.4101⟩ |
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An Efficient Architecture for Information Retrieval in P2P Context Using HypergraphsInternational Journal of Computer Networks & Communications , 2011, 3 (4), pp.166-186. ⟨10.5121/ijcnc.2011.3412⟩ |
Queries Mining For Efficient Routing in P2P CommunitiesInternational journal of Database (Weston, Conn.) Management Systems, 2010, 2 (1), pp.9-28 |
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Internet User Behavior: Compared Study of the Access Traces and Application to the Discovery of CommunitiesIEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans, 2006, 36, pp.208-219 |
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Analysis of Students' Attempts Trajectories in Learning Programming18th International Conference on Educational Data Mining, Jul 2025, Palermo, Italy. pp.66-76, ⟨10.5281/zenodo.15870155⟩ |
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Sequential Patterns for Spatio-Temporal Traffic PredictionThe 20th IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2021), Dec 2021, Melbourne, Australia. pp.595-602, ⟨10.1145/3486622.3493977⟩ |
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Sequential Formal Concepts over Time for Trajectory AnalysisIEEE/WIC/ACM International Conference on Web Intelligence (WI 2018), Dec 2018, Santiago, Chile |
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Prédiction de l'état du trafic routier basée sur les motifs et les chaînes de Markov25èmes Rencontres de la Société Francophone de Classification (SFC 2018), Sep 2018, Paris, France |
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Multi-label Classification of Moving Object Trajectories based on Frequent Behavior Type Detection24èmes Rencontres de la Société Francophone de Classification (SFC 2017), Société Francophone de Classification, Jun 2017, Lyon, France |
Classification orientée perceptions24èmes Rencontres de la Société Francophone de Classification (SFC 2017), Jun 2017, Lyon, France |
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Probabilistic Approach for Diversifying Web Services Discovery and CompositionIEEE 23rd IEEE International Conference on Web Services (ICWS 2016), 2016, San Francisco, CA, United States. pp.73-80 |
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Semantic Pattern Mining Based Web Service RecommendationIEEE 14th International Conference on Service Oriented Computing (ICSOC 2016), 2016, Banff, Alberta, Canada. pp.417-432 |
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Semantic Divergence based Evaluation of Web Service CommunitiesIEEE 13th IEEE International Conference on Services Computing (SCC 2016), 2016, San Francisco, CA, United States. pp.736-743 |
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Approximation of Frequent Itemset Border by Computing Approximate Minimal Hypergraph Transversals16th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2014), 2014, Munich, Germany. pp.357-368 |
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Clustering using Hypergraph for P2P Query Routing - Simulation and Evaluation15th International Conference on Enterprise Information Systems (ICEIS 2013), 2013, Angers, France. pp.247-254, ⟨10.5220/0004452302470254⟩ |
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Approximation de bordures de motifs fréquents par le calcul de traverses minimales approchées d'hypergraphesConférence Francophone sur l'Apprentissage Automatique (CAp 2013), Jul 2013, Villeneuve d'Ascq, France |
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Découverte et recommandation de services web basées sur l'extraction d'information et la réputation symboliqueAtelier Sources Ouvertes et Services - Données Liées pour un Web de Données (SOS-DLWD'12) de la 12ème Conférence ă Internationale Francophone sur l'Extraction et la Gestion des Connaissances (EGC 2012), 2012, Bordeaux, France. pp.7-17 |
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Représentation de services web : impact sur la découverte et la recommandation12ème Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances (EGC 2012), 2012, Bordeaux, France. pp.549-550 |
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Multiple Representations of Web Services: Discovery, Clustering and RecommendationIEEE 9th International Conference on Web Services (ICWS 2011), 2011, Washington DC, USA, Unknown Region. pp.748-749 |
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Ontology-based Object Recognition for Remote Sensing Image InterpretationIEEE International Conference on Tools with Artificial Intelligence (ICTAI), Oct 2007, Patras, Greece. pp.472-479, ⟨10.1109/ICTAI.2007.111⟩ |
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Urban Ontology for Semantic Interpretation of Multi-Source Images2nd Workshop Ontologies for urban development: conceptual models for practitioners (Urban Ontologies 2007), 2007, Turin, Italy |
Navigation et appariement d'objets géographiques dans une ontologie7es Journées Francophones "Extraction et gestion des connaissances", Jan 2007, Namur, Belgique. pp.391-396 |
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On the Complementarity of an Ontology and a Nearest Neighbour Classifier for Remotely Sensed Image InterpretationInternational Geoscience and Remote Sensing Symposium (IGARSS 2007), 2007, Barcelona, Spain. pp.3983 - 3986, ⟨10.1109/IGARSS.2007.4423093⟩ |
Visualizing Transactional Data with Multiple Clusterings for Knowledge Discovery16th International Symposium on Methodologies for Intelligent Systems (ISMIS'06), 2006, Bari, Italy |
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Automated Information Extraction from Gene SummariesProceedings of the ECML/PKDD Workshop on Data and Text Mining for Integrative Biology, 2006, Berlin, Germany. pp.4-15 |
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Emerging Overlapping Clusters for Characterizing the Stage of Liver FibrosisECML/PKDD'05 Discovery Challenge on Hepatitis Data, co-located with the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'05), 2005, Porto, Portugal. pp.139-150 |
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Activity Forecast of the Internet Users: Compared Performances of Active and Passive Forecast StrategiesProceedings of the IASTED International Conference on Artificial Intelligence and Applications (AIA'04), 2004, Innsbruck, Austria. pp.770-775 |
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Discovery of Overlapping Clusters to detect Atherosclerosis Risk Factors-, 2004, -, France |
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Recommendation System Based on the Discovery of Meaningful Categorical Clusters7th International Conference on Knowledge-Based Intelligent Information \& Engineering Systems (KES'03), Lecture Notes in Artificial Intelligence, 2003, Oxford, United Kingdom. pp.857-863 |
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Evaluating the Impact of Users' Profiles Dimension on its Characterization Effectiveness: Method Based on the Evaluation of Users' Communities' Organization QualityThe IEEE International Symposium on Computational Intelligence for Measurement Systems and Applications (CIMSA'03), 2003, Lugano, Switzerland. pp.130-134 |
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Search for factors estimating the stage of liver fibrosis based on the discovery of meaningful clustersPKDD 02 Discovery Challenge on Hepatitis Data co-located with the 6th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'02), 2002, Helsinki, Finland |
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ECCLAT: a New Approach of Clusters Discovery in Categorical Data22nd SGAI International Conference on Knowledge Based Systems and Applied Artificial Intelligence (ES'02), BCS Conference Series, 2002, Cambridge, United Kingdom. pp.177-190 |
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Study of the Regularity of the Users' Internet Accesses3rd International Conference on Intelligent Data Engineering and Automated Learning (IDEAL'02), Lecture Notes in Computer Science, 2002, Manchester, United Kingdom. pp.173-178 |
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Extraction of a Subset of Concepts from the Frequent Closed Itemset Lattice: A New Approach of Meaningful Clusters DiscoveryInternational Workshop on Advances in Formal Concept Analysis for Knowledge Discovery in Databases (FCAKDD'02), co-located with ECAI'02, 2002, Lyon, France. pp.24-25 |
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Discovering Associations in Clinical Data: Application to Search for Prognostic Factors in Hodgkin's Disease8th Conference on Artificial Intelligence in Medicine in Europe (AIME 2001), Jul 2001, Cascais, Portugal. pp.50-54, ⟨10.1007/3-540-48229-6_6⟩ |
Procédé et système de détection d'un phénomène d'émergence d'information à partir de données numériques échantillonnéesFrance, N° de brevet: FR2826478. 2002 |
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Une formation d'ingénieurs dédiée à des personnes en situation de handicap2019 |
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Extraction de clusters à partir du treillis de concepts : application à la découverte de communautés d'intérêt pour améliorer l'accès à l'informationInformatique [cs]. Université de Caen Basse-Normandie, 2004. Français. ⟨NNT : ⟩ |