Modélisation des données ouvertes au service des ODD : application aux événements sportifs en ville [EGC’24 & BDA’23] Graph DB Recherche Modélisation des données ouvertes au service des ODD : application aux événements sportifs en ville [EGC’24 & BDA’23]
IR PhD Recherche admin BERT, Deep Learning, Document Expansion, Elasticsearch, IR, PhD Unsupervised Semantic Expansion of Specialized Long Documents for Information Retrieval [Directed PhD thesis]
Graph DB Recherche Nicolas Travers Graph DB, GraphStream, Knowledge Graphs, MAP Inference, Neo4j, Temporal Markov Logic Networks NeoMaPy: a Parametric Framework for Reasoning with MAP Inference on Temporal Markov Logic Networks (IJCAI’23 & CIKM’23)
PhD Recherche Nicolas Travers Big Data, drought forecasting, Earth observation, Graph Neural Network, Multivariate Time series forecasting, Natural disasters On the building of a spatio-temporal heterogeneous graph-based architecture using big data: Application for drought forecasting
PhD Recherche Nicolas Travers bidding strategy, click prediction, rare event prediction, real-time auctions, reinforcement learning, state representation learning Apprendre à enchérir : prédiction d’évènement rare et choix de stratégie.
Graph DB Projects Recherche Nicolas Travers Graph DB, Neo4j, NoSQL, Tourism Propagation Measure on Circulation Graphs for Tourism Behavior Analysis
PhD Recherche Nicolas Travers comportement, PageRank, pattern mining, PhD, Social Network, Twitter Détection de comportements et identification de rôles dans les réseaux sociaux
PhD Recherche Nicolas Travers LDA, PhD, Phylomemetism, Spark Exploring Topic Evolution in Large Scientific Archives with Pivot Graphs
PhD Recherche Nicolas Travers Big Data, PhD Healthcare Data Integration and Linkage in the Age of Data Variety
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