Silviu Maniu

Documents

Publications

	Data stream analysis: Foundations, major tasks and tools Maroua Bahri , Albert Bifet , João Gama , Heitor Murilo Gomes , Silviu Maniu WIREs Data Mining and Knowledge Discovery, 2021, ⟨10.1002/widm.1405⟩ Journal articles hal-03190000v1
	Algorithms for Online Influencer Marketing Paul Lagrée , Olivier Cappé , Bogdan Cautis , Silviu Maniu ACM Transactions on Knowledge Discovery from Data (TKDD), 2019, 13 (1), pp.1-30. ⟨10.1145/3274670⟩ Journal articles hal-01478788v2
	Hypervolume Subset Selection with Small Subsets Benoit Groz , Silviu Maniu Evolutionary Computation, 2019, 27 (4), pp.611-637. ⟨10.1162/evco_a_00235⟩ Journal articles hal-03190033v1
	ProvSQL: Provenance and Probability Management in PostgreSQL Pierre Senellart , Louis Jachiet , Silviu Maniu , Yann Ramusat Proceedings of the VLDB Endowment (PVLDB), 2018, 11 (12), pp.2034-2037. ⟨10.14778/3229863.3236253⟩ Journal articles hal-01851538v1
	An Indexing Framework for Queries on Probabilistic Graphs Silviu Maniu , Reynold Cheng , Pierre Senellart ACM Transactions on Database Systems, 2017, ⟨10.1145/3044713⟩ Journal articles hal-01437580v1
	Scalable Algorithms for Nearest-Neighbor Joins on Big Trajectory Data Yixiang Fang , Reynold Cheng , Wenbin Tang , Silviu Maniu , Xuan Yang IEEE Transactions on Knowledge and Data Engineering, 2016, 28 (3), ⟨10.1109/TKDE.2015.2492561⟩ Journal articles hal-01272212v1
	Recherche top-k dépendant d'un contexte à l'aide de vues Bogdan Cautis , Silviu Maniu Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2013, 18 (4), pp.109-144 Journal articles hal-00926417v1

	Sequential Learning Algorithms for Contextual Model-Free Influence Maximization Alexandra Iacob , Bogdan Cautis , Silviu Maniu KDD '23: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, ACM, Aug 2023, Long Beach (CA), United States. ⟨10.1145/3580305.3599498⟩ Conference papers hal-04193117v1
	Efficient Provenance-Aware Querying of Graph Databases with Datalog Yann Ramusat , Silviu Maniu , Pierre Senellart GRADES-NDA 2022 - Joint Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA), Jun 2022, Philadelphia, United States Conference papers hal-03664928v1
	Leveraging Contextual Graphs for Stochastic Weight Completion in Sparse Road Networks Xiaolin Han , Reynold Cheng , Tobias Grubenmann , Silviu Maniu , Chenhao Ma Proceedings of the 2022 SIAM International Conference on Data Mining, Apr 2022, Alexandria, VA, USA, United States. pp.64-72, ⟨10.1137/1.9781611977172.8⟩ Conference papers hal-04056929v1
	Survey on Feature Transformation Techniques for Data Streams Maroua Bahri , Albert Bifet , Silviu Maniu , Heitor Murilo Gomes 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⟩ Conference papers hal-03189968v1
	Efficient Batch-Incremental Classification Using UMAP for Evolving Data Streams Maroua Bahri , Bernhard Pfahringer , Albert Bifet , Silviu Maniu 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⟩ Conference papers hal-03190032v1
	CS-ARF: Compressed Adaptive Random Forests for Evolving Data Stream Classification Maroua Bahri , Heitor Murilo Gomes , Albert Bifet , Silviu Maniu IJCNN 2020 - International Joint Conference on Neural Networks, Jul 2020, Glasgow / Virtual, United Kingdom. pp.1-8, ⟨10.1109/IJCNN48605.2020.9207188⟩ Conference papers hal-03189967v1
	Compressed k-Nearest Neighbors Ensembles for Evolving Data Streams Maroua Bahri , Silviu Maniu , Albert Bifet , Rodrigo Fernandes de Mello , Nikolaos Tziortziotis ECAI 2020 - 24th European Conference on Artificial Intelligence, Aug 2020, Santiago de Compostella / Virtual, Spain Conference papers hal-03189997v1
	Bandits Under the Influence Silviu Maniu , Stratis Ioannidis , Bogdan Cautis 2020 IEEE International Conference on Data Mining (ICDM), Nov 2020, Sorrento, Italy. pp.1172-1177, ⟨10.1109/ICDM50108.2020.00144⟩ Conference papers hal-03189995v1
	An Experimental Study of the Treewidth of Real-World Graph Data Silviu Maniu , Pierre Senellart , Suraj Jog ICDT 2019 – 22nd International Conference on Database Theory, Mar 2019, Lisbon, Portugal. pp.18, ⟨10.4230/LIPIcs.ICDT.2019.12⟩ Conference papers hal-02087763v1
	Adaptive Influence Maximization Bogdan Cautis , Silviu Maniu , Nikolaos Tziortziotis 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⟩ Conference papers hal-03189971v1
	Scalable Evaluation of k-NN Queries on Large Uncertain Graphs Xiaodong Li , Reynold Cheng , Yixiang Fang , Jiafeng Hu , Silviu Maniu 21st International Conference on Extending Database Technology (EDBT), Mar 2018, Vienna, Austria. ⟨10.5441/002/edbt.2018.17⟩ Conference papers hal-01955609v1
	A Sketch-Based Naive Bayes Algorithms for Evolving Data Streams Maroua Bahri , Silviu Maniu , Albert Bifet 2018 IEEE International Conference on Big Data (Big Data), Dec 2018, Seattle, United States. pp.604-613, ⟨10.1109/BigData.2018.8622178⟩ Conference papers hal-04507533v1
	Semiring Provenance over Graph Databases Yann Ramusat , Silviu Maniu , Pierre Senellart 10th USENIX Workshop on the Theory and Practice of Provenance (TaPP 2018), Jul 2018, London, United Kingdom Conference papers hal-01850510v1
	Effective Large-Scale Online Influence Maximization Paul Lagrée , Olivier Cappé , Bogdan Cautis , Silviu Maniu ICDM 2017 - IEEE International Conference on Data Mining, Nov 2017, New Orleans, France. ⟨10.1109/ICDM.2017.118⟩ Conference papers hal-01687722v1
	Challenges for Efficient Query Evaluation on Structured Probabilistic Data Antoine Amarilli , Silviu Maniu , Mikaël Monet SUM 2016 - 10th International Conference Scalable Uncertainty Management, Sep 2016, Nice, France. pp.323-330, ⟨10.1007/978-3-319-45856-4_22⟩ Conference papers hal-01360167v1
	Scalable Algorithms for Nearest-Neighbor Joins on Big Trajectory Data (Extended abstract) Yixiang Fang , Reynold Cheng , Wenbin Tang , Silviu Maniu , Xuan Yang International Conference on Data Engineering (ICDE), May 2016, Helsinki, Finland. pp.1528-1529, ⟨10.1109/ICDE.2016.7498408⟩ Conference papers hal-01342051v1
	StreamDM: Advanced Data Mining in Spark Streaming Albert Bifet , Silviu Maniu , Jianfeng Qian , Guangjian Tian , Cheng He International Conference on Data Mining Workshops (ICDMW), IEEE, Nov 2015, Atlantic City, NJ, United States. ⟨10.1109/ICDMW.2015.140⟩ Conference papers hal-01270606v1
	Quantifying trust dynamics in signed graphs, the S-Cores approach Christos Giatsidis , Bogdan Cautis , Silviu Maniu , Michalis Vazirgiannis , Dimitrios M. Thilikos SDM 2014 - 14th SIAM International Conference on Data Mining, Aug 2014, Philadelphia, United States. pp.668-676, ⟨10.1137/1.9781611973440.77⟩ Conference papers lirmm-01083529v1
	Context-Aware Top-k Processing using Views Silviu Maniu , Bogdan Cautis ACM Conference on Information And Knowledge Management (CIKM), Oct 2013, San Francisco, United States Conference papers hal-00927307v1
	Network-aware Search in Social Tagging Applications: Instance Optimality versus Efficiency Silviu Maniu , Bogdan Cautis ACM Conference on Information And Knowledge Management (CIKM), Oct 2013, San Francisco, United States Conference papers hal-00927308v1
	Taagle: Efficient, Personalized Search in Collaborative Tagging Networks (demonstration) Silviu Maniu , B. Cautis ACM SIGMOD International Conference on Management of Data, SIGMOD 2012, May 2012, Scottsdale, United States. pp.661-664 Conference papers hal-00711465v1
	Building a signed network from interactions in Wikipedia Silviu Maniu , B. Cautis , Talel Abdessalem First ACM SIGMOD Workshop on Databases and Social Networks (DBSocial), Jun 2011, Athens, Greece. pp.6 Conference papers hal-00703506v1

	An Experimental Study of the Treewidth of Real-World Graph Data (Extended Version) Silviu Maniu , Pierre Senellart , Suraj Jog 2019 Preprints, Working Papers, ... hal-02087770v1

	Graphs and Uncertainty Silviu Maniu Information Retrieval [cs.IR]. Université Paris Saclay, 2022 Habilitation à diriger des recherches tel-04443792v1

Silviu Maniu

Publications

Data stream analysis: Foundations, major tasks and tools

Algorithms for Online Influencer Marketing

Hypervolume Subset Selection with Small Subsets

ProvSQL: Provenance and Probability Management in PostgreSQL

An Indexing Framework for Queries on Probabilistic Graphs

Scalable Algorithms for Nearest-Neighbor Joins on Big Trajectory Data

Recherche top-k dépendant d'un contexte à l'aide de vues

Sequential Learning Algorithms for Contextual Model-Free Influence Maximization

Efficient Provenance-Aware Querying of Graph Databases with Datalog

Leveraging Contextual Graphs for Stochastic Weight Completion in Sparse Road Networks

Survey on Feature Transformation Techniques for Data Streams

Efficient Batch-Incremental Classification Using UMAP for Evolving Data Streams

CS-ARF: Compressed Adaptive Random Forests for Evolving Data Stream Classification

Compressed k-Nearest Neighbors Ensembles for Evolving Data Streams

Bandits Under the Influence

An Experimental Study of the Treewidth of Real-World Graph Data

Adaptive Influence Maximization

Scalable Evaluation of k-NN Queries on Large Uncertain Graphs

A Sketch-Based Naive Bayes Algorithms for Evolving Data Streams

Semiring Provenance over Graph Databases

Effective Large-Scale Online Influence Maximization

Challenges for Efficient Query Evaluation on Structured Probabilistic Data

Scalable Algorithms for Nearest-Neighbor Joins on Big Trajectory Data (Extended abstract)

StreamDM: Advanced Data Mining in Spark Streaming

Quantifying trust dynamics in signed graphs, the S-Cores approach

Context-Aware Top-k Processing using Views

Network-aware Search in Social Tagging Applications: Instance Optimality versus Efficiency

Taagle: Efficient, Personalized Search in Collaborative Tagging Networks (demonstration)

Building a signed network from interactions in Wikipedia

An Experimental Study of the Treewidth of Real-World Graph Data (Extended Version)

Graphs and Uncertainty