Publications
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Enriching fixed stations air pollution monitoring with opportunistic mobile monitoringWorkshop on Big Mobility Data Analytics (BMDA) co-located with EDBT/ICDT 2023 Joint Conference, George Fletcher and Verena Kantere, Mar 2023, Ioannina, Greece
Communication dans un congrès
hal-04278244v1
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Towards a federated learning approach for branched wired networks prognosisIEEE ICCAD 2023 - International Conference on Control, Automation and Diagnosis, May 2023, Rome, Italy. pp.1-6, ⟨10.1109/ICCAD57653.2023.10152421⟩
Communication dans un congrès
hal-04371679v1
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Fine-grained location prediction of non geo-tagged tweetsSIGSPATIAL '22: The 30th International Conference on Advances in Geographic Information Systems, Nov 2022, Seattle Washington, France. pp.82-91, ⟨10.1145/3557918.3565875⟩
Communication dans un congrès
hal-04278253v1
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Towards a Federated Learning Approach for Privacy-aware Analysis of Semantically Enriched Mobility DataHPDC '21: The 30th International Symposium on High-Performance Parallel and Distributed Computing, Jun 2021, Virtual Event Sweden, Sweden. pp.17-20, ⟨10.1145/3452369.3463823⟩
Communication dans un congrès
hal-04371696v1
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Tell Me What Air You Breath, I Tell You Where You AreSSTD '21: 17th International Symposium on Spatial and Temporal Databases, Aug 2021, virtual USA, France. pp.161-165, ⟨10.1145/3469830.3470914⟩
Communication dans un congrès
hal-03336989v1
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From Raw Pedestrian Trajectories to Semantic Graph Structured Model—Towards an end-to-end spatiotemporal analytics frameworkThe 12th International Conference on Ambient Systems, Networks and Technologies (ANT), Mar 2021, Varsovie, Poland. pp.60-67, ⟨10.1016/j.procs.2021.03.018⟩
Communication dans un congrès
hal-04371688v1
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SMATE: Semi-Supervised Spatio-Temporal Representation Learning on Multivariate Time Series2021 IEEE International Conference on Data Mining (ICDM), Dec 2021, Auckland, Australia. pp.1565-1570, ⟨10.1109/ICDM51629.2021.00206⟩
Communication dans un congrès
hal-04371666v1
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Online Clustering of Trajectories in Road Networks2020 21st IEEE International Conference on Mobile Data Management (MDM), Jun 2020, Versailles, France. pp.99-108, ⟨10.1109/MDM48529.2020.00031⟩
Communication dans un congrès
hal-04524631v1
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Message from the General Chairs: MDM 20202020 21st IEEE International Conference on Mobile Data Management (MDM), Jun 2020, Versailles, France. pp.i-i, ⟨10.1109/MDM48529.2020.00005⟩
Communication dans un congrès
hal-04371699v1
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Automatic Learning of Predictive CEP Rules: Bridging the Gap between Data Mining and Complex Event ProcessingDEBS '17: The 11th ACM International Conference on Distributed and Event-based Systems, Jun 2017, Barcelona, Spain. pp.158-169, ⟨10.1145/3093742.3093917⟩
Communication dans un congrès
hal-04371592v1
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Real-Time Microservices Based Environmental Sensors System for Hazmat Transportation Networks Monitoring20th EURO Working Group on Transportation Meeting, EWGT 2017, Sep 2017, Budapest, Hungary. pp.873-880, ⟨10.1016/j.trpro.2017.12.087⟩
Communication dans un congrès
hal-04371655v1
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Real-Time HazMat Environmental Information System: A micro-service based architecture8th International Conference on Ambient Systems, Networks and Technologies, ANT-2017 and the 7th International Conference on Sustainable Energy Information Technology, SEIT 2017, May 2017, Madère, Portugal. pp.982-987, ⟨10.1016/j.procs.2017.05.457⟩
Communication dans un congrès
hal-04371632v1
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A distributed approach for shortest path algorithm in dynamic multimodal transportation networks20th EURO Working Group on Transportation Meeting, EWGT 2017, Sep 2017, Budapest, Hungary. pp.294-300, ⟨10.1016/j.trpro.2017.12.094⟩
Communication dans un congrès
hal-04371619v1
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A Framework for Online Mobility Pattern Discovery from Trajectory Data Streams2016 17th IEEE International Conference on Mobile Data Management (MDM), Jun 2016, Porto, Portugal. pp.365-368, ⟨10.1109/MDM.2016.65⟩
Communication dans un congrès
hal-04371706v1
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Online Clustering of Trajectory Data Stream2016 17th IEEE International Conference on Mobile Data Management (MDM), Jun 2016, Porto, Portugal. pp.112-121, ⟨10.1109/MDM.2016.28⟩
Communication dans un congrès
hal-04371608v1
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Effective Density Queries for Moving Objects in Road NetworksAPWeb WAIM 2007 Asia-Pacific Web Conference International Conference on Web-Age Information Management, Jun 2007, Huang Shan, China. pp.200-211, ⟨10.1007/978-3-540-72524-4_23⟩
Communication dans un congrès
hal-04371614v1
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An OLAP system for network-constrained moving objectsSAC07: The 2007 ACM Symposium on Applied Computing, Mar 2007, Seoul, South Korea. pp.13-18, ⟨10.1145/1244002.1244006⟩
Communication dans un congrès
hal-04371647v1
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Spatio-temporal data warehouse design for human activity pattern analysisProceedings. 15th International Workshop on Database and Expert Systems Applications, 2004., Sep 2004, Zaragoza, Spain. pp.814-818, ⟨10.1109/DEXA.2004.1333576⟩
Communication dans un congrès
hal-04371664v1
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A Decision Tree for Multi-Layered Spatial Data10th International Symposium on Spatial Data Handling, Jul 2002, Ottawa, Canada. pp.1-10, ⟨10.1007/978-3-642-56094-1_1⟩
Communication dans un congrès
hal-04371584v1
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Spatial decision tree-application to traffic risk analysisACS/IEEE International Conference on Computer Systems and Applications, Jun 2001, Beirut, Lebanon. pp.203-207, ⟨10.1109/aiccsa.2001.933978⟩
Communication dans un congrès
hal-04371594v1
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Join indices as a tool for spatial data miningInternational Workshop on Temporal, Spatial, and Spatio-Temporal Data Mining, TSDM 2000, Sep 2000, Lyon, France. pp.105-116, ⟨10.1007/3-540-45244-3_9⟩
Communication dans un congrès
hal-04371588v1
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Data perspective on environmental mobile crowd sensingIntelligent Environmental Data Monitoring for Pollution Management, Elsevier, pp.269-288, 2021, 978-0-12-819671-7. ⟨10.1016/B978-0-12-819671-7.00012-9⟩
Chapitre d'ouvrage
hal-04371689v1
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Chapter 8 - Query Processing and Access Methods for Big Astro and Geo DatabasesKnowledge Discovery in Big Data from Astronomy and Earth Observation, IEEE; Elsevier, pp.593-602, 2020, 978-0-12-819154-5. ⟨10.1016/B978-0-12-819154-5.00018-7⟩
Chapitre d'ouvrage
hal-04371713v1
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A Survey of Spatial Data Mining MethodsShirley Becker. Data Warehousing and Web Engineering, 2001, 9781931777025
Chapitre d'ouvrage
hal-04371616v1
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Transactions on Large-Scale Data-and Knowledge-Centered Systems - XLIVSpringer, LNCS 12380, pp.1--204, 2020, Book series: Transactions on Large-Scale Data- and Knowledge-Centered Systems, 978-3662622711. ⟨10.1007/978-3-662-62271-1⟩
Ouvrages
hal-04458571v1
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Special issue on “Advances on Large Evolving Graphs”Future Generation Computer Systems, 110, pp.310, 2020
N°spécial de revue/special issue
hal-04371695v1
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