Silviu Maniu

52
Documents

Publications

Publications

Data stream analysis: Foundations, major tasks and tools

Maroua Bahri , Albert Bifet , João Gama , Heitor Murilo Gomes , Silviu Maniu

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2021, 11 (3), pp.e1405. ⟨10.1002/widm.1405⟩

Article dans une revue hal-03190000v1
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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⟩

Article dans une revue 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⟩

Article dans une revue hal-03190033v1
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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⟩

Article dans une revue hal-01851538v1
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An Indexing Framework for Queries on Probabilistic Graphs

Silviu Maniu , Reynold Cheng , Pierre Senellart

ACM Transactions on Database Systems, 2017, pp.1 - 34. ⟨10.1145/3044713⟩

Article dans une revue hal-01437580v1
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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), pp.785 - 800. ⟨10.1109/TKDE.2015.2492561⟩

Article dans une revue hal-01272212v1

Guest Editorial: Special Issue on Databases and Crowdsourcing

Reynold Cheng , Silviu Maniu , Pierre Senellart

Distributed and Parallel Databases, 2015, 33 (1), pp.1-2

Article dans une revue hal-01178404v1

Intensional Data on the Web

Antoine Amarilli , Silviu Maniu , Pierre Senellart

ACM SIGWEB Newsletter, 2015, pp.12

Article dans une revue hal-01191721v1

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

Article dans une revue hal-00926417v1
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Optimizing Source Selection for Tuple-Value Discovery

Ahmad Fares , Georgia Troullinou , Silviu Maniu , Sihem Amer-Yahia

International Workshop on Tabular Data Analysis (TaDA@VLDB 2025), Sep 2025, London, United Kingdom

Communication dans un congrès hal-05394076v1
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Database Theory in Action: Making Provenance and Probabilistic Database Theory Work in Practice (Invited Talk)

Silviu Maniu , Pierre Senellart

ICDT 2025 - International Conference on Database Theory, Mar 2025, Barcelona, Spain. ⟨10.4230/LIPIcs.ICDT.2025.35⟩

Communication dans un congrès hal-04911715v3

ProvSQL: A General System for Keeping Track of the Provenance and Probability of Data

Aryak Sen , Silviu Maniu , Pierre Senellart

ICDE 2026 - 42nd IEEE International Conference on Data Engineering, May 2026, Montréal, Canada

Communication dans un congrès hal-05037471v1
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Towards Reliable Conversational Data Analytics

Sihem Amer-Yahia , Jasmina Bogojeska , Roberta Facchinetti , Valeria Franceschi , Aristides Gionis et al.

2025 EDBT/ICDT 2025 Joint Conference, Mar 2025, Barcelona, Spain

Communication dans un congrès hal-05335738v1
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Everything, everywhere, all at once: is mechanistic interpretability identifiable?

Maxime Méloux , Silviu Maniu , François Portet , Maxime Peyrard

The Thirteenth International Conference on Learning Representations, Apr 2025, Singapore, Singapore

Communication dans un congrès hal-05226236v1
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Optimizing Diverse Information Exposure in Social Graphs

Jonathan Colin , Silviu Maniu

BigData 2024 - IEEE International Conference on Big Data, Dec 2024, Washington, United States. pp.519-528, ⟨10.1109/BigData62323.2024.10825032⟩

Communication dans un congrès hal-04895827v1

Sequential Learning Algorithms for Contextual Model-Free Influence Maximization

Alexandra Iacob , Bogdan Cautis , Silviu Maniu

KDD '23: The 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, ACM, Aug 2023, Long Beach, United States. pp.822 - 831, ⟨10.1145/3580305.3599498⟩

Communication dans un congrès hal-04193117v1

Social Influence-Maximizing Group Recommendation

Yangke Sun , Bogdan Cautis , Silviu Maniu

17th International AAAI Conference on Web and Social Media (ICWSM 2023), AAAI, Jun 2023, Limassol, Cyprus. pp.820-831, ⟨10.1609/icwsm.v17i1.22191⟩

Communication dans un congrès hal-04175697v1
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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

Communication dans un congrès hal-03664928v1
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Contextual Bandits for Advertising Campaigns: A Diffusion-Model Independent Approach

Alexandra Iacob , Bogdan Cautis , Silviu Maniu

SIAM International Conference on Data Mining, SIAM, Apr 2022, Alexandria, Virginia, United States. pp.513-521, ⟨10.1137/1.9781611977172.58⟩

Communication dans un congrès hal-03868835v1

Leveraging Contextual Graphs for Stochastic Weight Completion in Sparse Road Networks

Xiaolin Han , Reynold Cheng , Tobias Grubenmann , Silviu Maniu , Chenhao Ma et al.

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⟩

Communication dans un congrès hal-04056929v1
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Provenance-Based Algorithms for Rich Queries over Graph Databases

Yann Ramusat , Silviu Maniu , Pierre Senellart

EDBT 2021 - 24th International Conference on Extending Database Technology, Mar 2021, Nicosia / Virtual, Cyprus

Communication dans un congrès hal-03140067v1

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⟩

Communication dans un congrès hal-03189968v1
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Algorithmes à base de provenance pour des requêtes enrichies sur les bases de données graphes

Yann Ramusat , Silviu Maniu , Pierre Senellart

BDA 2020 - 36ème Conférence sur la Gestion de Données – Principes, Technologies et Applications, Oct 2020, Paris / Virtuel, France

Communication dans un congrès hal-03103509v1

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⟩

Communication dans un congrès hal-03189995v1
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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⟩

Communication dans un congrès hal-03190032v1
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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. pp.961-968, ⟨10.3233/FAIA200189⟩

Communication dans un congrès hal-03189997v1
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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⟩

Communication dans un congrès hal-03189967v1
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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⟩

Communication dans un congrès 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⟩

Communication dans un congrès hal-03189971v1
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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⟩

Communication dans un congrès hal-01955609v1
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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

Communication dans un congrès hal-01850510v1
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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⟩

Communication dans un congrès hal-04507533v1
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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, United States. ⟨10.1109/ICDM.2017.118⟩

Communication dans un congrès hal-01687722v1
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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⟩

Communication dans un congrès hal-01360167v1
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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⟩

Communication dans un congrès hal-01342051v1

Snooping Wikipedia Vandals with MapReduce

Michele Spina , D. Rossi , Mauro Sozio , Silviu Maniu , Bogdan Cautis

IEEE ICC, Feb 2015, London, United Kingdom

Communication dans un congrès hal-01279007v1

Online Influence Maximization

Siyu Lei , Silviu Maniu , Luyi Mo , Reynold Cheng , Pierre Senellart

KDD, Aug 2015, Sydney, Australia. pp.645-654

Communication dans un congrès hal-02287155v1
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StreamDM: Advanced Data Mining in Spark Streaming

Albert Bifet , Silviu Maniu , Jianfeng Qian , Guangjian Tian , Cheng He et al.

International Conference on Data Mining Workshops (ICDMW), IEEE, Nov 2015, Atlantic City, NJ, United States. ⟨10.1109/ICDMW.2015.140⟩

Communication dans un congrès hal-01270606v1

Discovering Meta-Paths in Large Heterogeneous Information Networks

Changping Meng , Reynold Cheng , Silviu Maniu , Pierre Senellart , Wangda Zhang

WWW, May 2015, Florence, Italy

Communication dans un congrès hal-01178401v1

ProbTree: A Query-Efficient Representation of Probabilistic Graphs

Silviu Maniu , Reynold Cheng , Pierre Senellart

BUDA (Big Uncertain Data), Jun 2014, Snowbird, United States

Communication dans un congrès hal-02288413v1
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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⟩

Communication dans un congrès lirmm-01083529v1

Scalable, Generic, and Adaptive Systems for Focused Crawling

Georges Gouriten , Silviu Maniu , Pierre Senellart

HyperText, Sep 2014, Santiago, Chile. pp.35-45

Communication dans un congrès hal-01069821v1
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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. pp.1959-1968, ⟨10.1145/2505515.2505759⟩

Communication dans un congrès hal-00927307v1
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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. pp.939-948, ⟨10.1145/2505515.2505760⟩

Communication dans un congrès 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

Communication dans un congrès 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

Communication dans un congrès hal-00703506v1
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Algorithme top-k pour la recherche d'information dans les réseaux sociaux

Talel Abdessalem , B. Cautis , Silviu Maniu

27-èmes journées Bases de Données Avancées (BDA'11),, Oct 2011, Rabat, Maroc

Communication dans un congrès hal-01844405v1

Context-Aware Top-k Processing using Views (Extended Version)

Silviu Maniu , Bogdan Cautis

[Research Report] 0, Telecom ParisTech. 2012

Rapport (rapport de recherche) hal-02286277v1
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Data management in social networks

Silviu Maniu

Social and Information Networks [cs.SI]. Télécom ParisTech, 2012. English. ⟨NNT : 2012ENST0053⟩

Thèse tel-01335745v1
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Graphs and Uncertainty

Silviu Maniu

Information Retrieval [cs.IR]. Université Paris Saclay, 2022

HDR tel-04443792v1