CV Silviu Maniu

Maroua Bahri, Albert Bifet, João Gama, Heitor Murilo Gomes, Silviu Maniu. Data stream analysis: Foundations, major tasks and tools. WIREs Data Mining and Knowledge Discovery, 2021, ⟨10.1002/widm.1405⟩. ⟨hal-03190000⟩

Benoit Groz, Silviu Maniu. Hypervolume Subset Selection with Small Subsets. Evolutionary Computation, Massachusetts Institute of Technology Press (MIT Press), 2019, 27 (4), pp.611-637. ⟨10.1162/evco_a_00235⟩. ⟨hal-03190033⟩

Paul Lagrée, Olivier Cappé, Bogdan Cautis, Silviu Maniu. Algorithms for Online Influencer Marketing. ACM Transactions on Knowledge Discovery from Data (TKDD), ACM, 2019, 13 (1), pp.1-30. ⟨10.1145/3274670⟩. ⟨hal-01478788v2⟩

Pierre Senellart, Louis Jachiet, Silviu Maniu, Yann Ramusat. ProvSQL: Provenance and Probability Management in PostgreSQL. Proceedings of the VLDB Endowment (PVLDB), VLDB Endowment, 2018, 11 (12), pp.2034-2037. ⟨10.14778/3229863.3236253⟩. ⟨hal-01851538⟩

Silviu Maniu, Reynold Cheng, Pierre Senellart. An Indexing Framework for Queries on Probabilistic Graphs. ACM Transactions on Database Systems, Association for Computing Machinery, 2017, ⟨10.1145/3044713⟩. ⟨hal-01437580⟩

Yixiang Fang, Reynold Cheng, Wenbin Tang, Silviu Maniu, Xuan Yang. Scalable Algorithms for Nearest-Neighbor Joins on Big Trajectory Data. IEEE Transactions on Knowledge and Data Engineering, Institute of Electrical and Electronics Engineers, 2016, 28 (3), ⟨10.1109/TKDE.2015.2492561⟩. ⟨hal-01272212⟩

Bogdan Cautis, Silviu Maniu. Recherche top-k dépendant d'un contexte à l'aide de vues. Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, Lavoisier, 2013, 18 (4), pp.109-144. ⟨hal-00926417⟩

Maroua Bahri, Albert Bifet, Silviu Maniu, Heitor Murilo Gomes. Survey on Feature Transformation Techniques for Data Streams. IJCAI-PRICAI 2020 - 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence, Jan 2021, Yokohama / Virtual, Japan. pp.4796-4802, ⟨10.24963/ijcai.2020/668⟩. ⟨hal-03189968⟩

Maroua Bahri, Heitor Murilo Gomes, Albert Bifet, Silviu Maniu. CS-ARF: Compressed Adaptive Random Forests for Evolving Data Stream Classification. IJCNN 2020 - International Joint Conference on Neural Networks, Jul 2020, Glasgow / Virtual, United Kingdom. pp.1-8, ⟨10.1109/IJCNN48605.2020.9207188⟩. ⟨hal-03189967⟩

Maroua Bahri, Silviu Maniu, Albert Bifet, Rodrigo Fernandes de Mello, Nikolaos Tziortziotis. Compressed k-Nearest Neighbors Ensembles for Evolving Data Streams. ECAI 2020 - 24th European Conference on Artificial Intelligence, Aug 2020, Santiago de Compostella / Virtual, Spain. ⟨hal-03189997⟩

Silviu Maniu, Stratis Ioannidis, Bogdan Cautis. Bandits Under the Influence. 2020 IEEE International Conference on Data Mining (ICDM), Nov 2020, Sorrento, Italy. pp.1172-1177, ⟨10.1109/ICDM50108.2020.00144⟩. ⟨hal-03189995⟩

Maroua Bahri, Bernhard Pfahringer, Albert Bifet, Silviu Maniu. Efficient Batch-Incremental Classification Using UMAP for Evolving Data Streams. IDA 2020 - 18th International Symposium on Intelligent Data Analysis, Apr 2020, Konstanz / Virtual, Germany. pp.40-53, ⟨10.1007/978-3-030-44584-3_4⟩. ⟨hal-03190032⟩

Silviu Maniu, Pierre Senellart, Suraj Jog. An Experimental Study of the Treewidth of Real-World Graph Data. ICDT 2019 – 22nd International Conference on Database Theory, Mar 2019, Lisbon, Portugal. pp.18, ⟨10.4230/LIPIcs.ICDT.2019.12⟩. ⟨hal-02087763⟩

Bogdan Cautis, Silviu Maniu, Nikolaos Tziortziotis. Adaptive Influence Maximization. KDD '19: The 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Jul 2019, Anchorage, United States. pp.3185-3186, ⟨10.1145/3292500.3332285⟩. ⟨hal-03189971⟩

Xiaodong Li, Reynold Cheng, Yixiang Fang, Jiafeng Hu, Silviu Maniu. Scalable Evaluation of k-NN Queries on Large Uncertain Graphs. 21st International Conference on Extending Database Technology (EDBT), Mar 2018, Vienna, Austria. ⟨10.5441/002/edbt.2018.17⟩. ⟨hal-01955609⟩

Yann Ramusat, Silviu Maniu, Pierre Senellart. Semiring Provenance over Graph Databases. 10th USENIX Workshop on the Theory and Practice of Provenance (TaPP 2018), Jul 2018, London, United Kingdom. ⟨hal-01850510⟩

Paul Lagrée, Olivier Cappé, Bogdan Cautis, Silviu Maniu. Effective Large-Scale Online Influence Maximization. ICDM 2017 - IEEE International Conference on Data Mining, Nov 2017, New Orleans, France. ⟨10.1109/ICDM.2017.118⟩. ⟨hal-01687722⟩

Yixiang Fang, Reynold Cheng, Wenbin Tang, Silviu Maniu, Xuan Yang. Scalable Algorithms for Nearest-Neighbor Joins on Big Trajectory Data (Extended abstract). International Conference on Data Engineering (ICDE), May 2016, Helsinki, Finland. pp.1528-1529, ⟨10.1109/ICDE.2016.7498408⟩. ⟨hal-01342051⟩

Antoine Amarilli, Silviu Maniu, Mikaël Monet. Challenges for Efficient Query Evaluation on Structured Probabilistic Data. SUM 2016 - 10th International Conference Scalable Uncertainty Management, Sep 2016, Nice, France. pp.323-330, ⟨10.1007/978-3-319-45856-4_22⟩. ⟨hal-01360167⟩

Albert Bifet, Silviu Maniu, Jianfeng Qian, Guangjian Tian, Cheng He, et al.. StreamDM: Advanced Data Mining in Spark Streaming. International Conference on Data Mining Workshops (ICDMW), IEEE, Nov 2015, Atlantic City, NJ, United States. ⟨10.1109/ICDMW.2015.140⟩. ⟨hal-01270606⟩

Christos Giatsidis, Bogdan Cautis, Silviu Maniu, Michalis Vazirgiannis, Dimitrios M. Thilikos. Quantifying trust dynamics in signed graphs, the S-Cores approach. SDM: SIAM Data Mining, Aug 2014, Philadelphia, United States. pp.668-676, ⟨10.1137/1.9781611973440.77⟩. ⟨lirmm-01083529⟩

Silviu Maniu, Bogdan Cautis. Context-Aware Top-k Processing using Views. ACM Conference on Information And Knowledge Management (CIKM), Oct 2013, San Francisco, United States. ⟨hal-00927307⟩

Silviu Maniu, Bogdan Cautis. Network-aware Search in Social Tagging Applications: Instance Optimality versus Efficiency. ACM Conference on Information And Knowledge Management (CIKM), Oct 2013, San Francisco, United States. ⟨hal-00927308⟩

Silviu Maniu, B. Cautis. Taagle: Efficient, Personalized Search in Collaborative Tagging Networks (demonstration). ACM SIGMOD International Conference on Management of Data, SIGMOD 2012, May 2012, Scottsdale, United States. pp.661-664. ⟨hal-00711465⟩

Silviu Maniu, B. Cautis, T. Abdessalem. Building a signed network from interactions in Wikipedia. First ACM SIGMOD Workshop on Databases and Social Networks (DBSocial), Jun 2011, Athens, Greece. pp.6. ⟨hal-00703506⟩

Silviu Maniu, Pierre Senellart, Suraj Jog. An Experimental Study of the Treewidth of Real-World Graph Data (Extended Version). 2019. ⟨hal-02087770⟩