S. Maniu

Most-cited papers

Online Influence Maximization
Siyu Lei, S. Maniu, Luyi Mo, Reynold Cheng +1 more
2015Knowledge Discovery and Data Mining169 citations Open access
Semantic Scholar
Discovering Meta-Paths in Large Heterogeneous Information Networks
Changping Meng, Reynold Cheng, S. Maniu, P. Senellart +1 more
2015The Web Conference130 citations
Semantic Scholar
Data stream analysis: Foundations, major tasks and tools
M. Bahri, A. Bifet, João Gama, Heitor Murilo Gomes +1 more
2021WIREs Data Mining Knowl. Discov.125 citations
Semantic Scholar
ProvSQL: Provenance and Probability Management in PostgreSQL
P. Senellart, Louis Jachiet, S. Maniu, Yann Ramusat
2018Proceedings of the VLDB Endowment90 citations Open access
Semantic Scholar
An Experimental Study of the Treewidth of Real-World Graph Data (Extended Version)
S. Maniu, P. Senellart, S. Jog
2019International Conference on Database Theory81 citations Open access
Semantic Scholar
Building a signed network from interactions in Wikipedia
S. Maniu, Bogdan Cautis, T. Abdessalem
2011ACM SIGMOD Workshop on Databases and Social Networks68 citations
Semantic Scholar
On Optimality of Jury Selection in Crowdsourcing
Yudian Zheng, Reynold Cheng, S. Maniu, Luyi Mo
2015International Conference on Extending Database Technology65 citations
Semantic Scholar
Scalable Algorithms for Nearest-Neighbor Joins on Big Trajectory Data
Yi-Xiang Fang, Reynold Cheng, Wenbin Tang, S. Maniu +1 more
2016IEEE Transactions on Knowledge and Data Engineering48 citations Open access
Semantic Scholar
StreamDM: Advanced Data Mining in Spark Streaming
A. Bifet, S. Maniu, Jianfeng Qian, Guangjian Tian +2 more
20152015 IEEE International Conference on Data Mining Workshop (ICDMW)48 citations Open access
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Algorithms for Online Influencer Marketing
Paul Lagrée, O. Cappé, Bogdan Cautis, S. Maniu
2017ACM Transactions on Knowledge Discovery from Data47 citations Open access
Semantic Scholar
Everything, Everywhere, All at Once: Is Mechanistic Interpretability Identifiable?
Maxime Méloux, S. Maniu, François Portet, Maxime Peyrard
2025International Conference on Learning Representations41 citations
Semantic Scholar
An Indexing Framework for Queries on Probabilistic Graphs
S. Maniu, Reynold Cheng, P. Senellart
2017ACM Transactions on Database Systems31 citations Open access
Semantic Scholar
Casting a web of trust over Wikipedia: an interaction-based approach
S. Maniu, T. Abdessalem, Bogdan Cautis
2011The Web Conference30 citations
Semantic Scholar
Quantifying trust dynamics in signed graphs, the S-Cores approach
C. Giatsidis, Bogdan Cautis, S. Maniu, D. Thilikos +1 more
2014SDM28 citations Open access
Semantic Scholar
Network-aware search in social tagging applications: instance optimality versus efficiency
S. Maniu, Bogdan Cautis
2013International Conference on Information and Knowledge Management24 citations Open access
Semantic Scholar
A Sketch-Based Naive Bayes Algorithms for Evolving Data Streams
M. Bahri, S. Maniu, A. Bifet
20182018 IEEE International Conference on Big Data (Big Data)21 citations
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Semiring Provenance over Graph Databases
Yann Ramusat, S. Maniu, P. Senellart
2018Workshop on the Theory and Practice of Provenance21 citations
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Scalable, generic, and adaptive systems for focused crawling
Georges Gouriten, S. Maniu, P. Senellart
2014ACM Conference on Hypertext & Social Media21 citations
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A Practical Dynamic Programming Approach to Datalog Provenance Computation
Yann Ramusat, S. Maniu, P. Senellart
2021arXiv.org18 citations
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Provenance-Based Algorithms for Rich Queries over Graph Databases
Yann Ramusat, S. Maniu, P. Senellart
2021International Conference on Extending Database Technology17 citations
Semantic Scholar
Taagle: efficient, personalized search in collaborative tagging networks
S. Maniu, Bogdan Cautis
2012SIGMOD Conference17 citations
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Hypervolume Subset Selection with Small Subsets
B. Groz, S. Maniu
2019Evolutionary Computation16 citations
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Leveraging Contextual Graphs for Stochastic Weight Completion in Sparse Road Networks
Xiao-Lin Han, Reynold Cheng, Tobias Grubenmann, S. Maniu +2 more
2022SDM14 citations
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Adaptive Influence Maximization
Bogdan Cautis, S. Maniu, Nikolaos Tziortziotis
2019Knowledge Discovery and Data Mining14 citations
Semantic Scholar
Scalable Evaluation of k-NN Queries on Large Uncertain Graphs
Xiaodong Li, Reynold Cheng, Yi-Xiang Fang, Jiafeng Hu +1 more
2018International Conference on Extending Database Technology12 citations Open access
Semantic Scholar
Survey on Feature Transformation Techniques for Data Streams
M. Bahri, Albert Bifet, S. Maniu, Heitor Murilo Gomes
2020International Joint Conference on Artificial Intelligence11 citations Open access
Semantic Scholar
Search behaviour on photo sharing platforms
S. Maniu, Neil O'Hare, L. Aiello, Luca Chiarandini +1 more
2013IEEE International Conference on Multimedia and Expo11 citations Open access
Semantic Scholar
ProbTree: a query-efficient representation of probabilistic graphs
S. Maniu, Reynold Cheng, Pierre Senellart
201410 citations
Semantic Scholar
Efficient provenance-aware querying of graph databases with datalog
Yann Ramusat, S. Maniu, P. Senellart
2022GRADES-NDA@SIGMOD9 citations Open access
Semantic Scholar
CS-ARF: Compressed Adaptive Random Forests for Evolving Data Stream Classification
M. Bahri, Heitor Murilo Gomes, A. Bifet, S. Maniu
2020IEEE International Joint Conference on Neural Network9 citations Open access
Semantic Scholar
Provsql: a General System for Keeping Track of the Provenance and Probability of Data
Aryak Sen, S. Maniu, Pierre Senellart
2025IEEE International Conference on Data Engineering8 citations Open access
Semantic Scholar
Social Influence-Maximizing Group Recommendation
Yang Sun, Bogdan Cautis, S. Maniu
2023International Conference on Web and Social Media8 citations Open access
Semantic Scholar
Effective Large-Scale Online Influence Maximization
Paul Lagrée, O. Cappé, Bogdan Cautis, S. Maniu
2017Industrial Conference on Data Mining8 citations Open access
Semantic Scholar
Efficient Top-K Retrieval in Online Social Tagging Networks
S. Maniu, Bogdan Cautis
2011arXiv.org7 citations
Semantic Scholar
Efficient Batch-Incremental Classification Using UMAP for Evolving Data Streams
M. Bahri, Bernhard Pfahringer, A. Bifet, S. Maniu
2020International Symposium on Intelligent Data Analysis6 citations Open access
Semantic Scholar
Compressed k-Nearest Neighbors Ensembles for Evolving Data Streams
M. Bahri, A. Bifet, S. Maniu, R. D. de Mello +1 more
2020European Conference on Artificial Intelligence5 citations Open access
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Towards Reliable Conversational Data Analytics
S. Amer-Yahia, Jasmina Bogojeska, R. Facchinetti, Valeria Franceschi +11 more
2025International Conference on Extending Database Technology4 citations
Semantic Scholar
Contextual Bandits for Advertising Campaigns: A Diffusion-Model Independent Approach (Extended Version)
A. Iacob, Bogdan Cautis, S. Maniu
2022SDM3 citations Open access
Semantic Scholar
Challenges for Efficient Query Evaluation on Structured Probabilistic Data
Antoine Amarilli, S. Maniu, Mikaël Monet
2016Scalable Uncertainty Management3 citations Open access
Semantic Scholar
Guest Editorial: Special Issue on Databases and Crowdsourcing
Reynold Cheng, S. Maniu, P. Senellart
2014Distributed and parallel databases3 citations Open access
Semantic Scholar
iTag: Incentive-based tagging
Siyu Lei, Xuan S. Yang, Luyi Mo, S. Maniu +1 more
2014IEEE International Conference on Data Engineering3 citations
Semantic Scholar
Context-aware top-K processing using views
S. Maniu, Bogdan Cautis
2012International Conference on Information and Knowledge Management3 citations Open access
Semantic Scholar
Bandits Under the Influence
S. Maniu, Stratis Ioannidis, Bogdan Cautis
2020Industrial Conference on Data Mining2 citations
Semantic Scholar
Intensional data on the web
Antoine Amarilli, S. Maniu, P. Senellart
2015SIGWEB Newsl.2 citations Open access
Semantic Scholar
Optimizing Diverse Information Exposure in Social Graphs
J. Colin, S. Maniu
2024BigData Congress [Services Society]1 citations Open access
Semantic Scholar
Sequential Learning Algorithms for Contextual Model-Free Influence Maximization
A. Iacob, Bogdan Cautis, S. Maniu
2023Knowledge Discovery and Data Mining1 citations
Semantic Scholar
Online Model-Free Influence Maximization with Persistence
Paul Lagrée, O. Cappé, Bogdan Cautis, S. Maniu
2017arXiv.org1 citations
Semantic Scholar
Snooping Wikipedia vandals with MapReduce
Michele Spina, Dario Rossi, Mauro Sozio, S. Maniu +1 more
20152015 IEEE International Conference on Communications (ICC)1 citations
Semantic Scholar
Evaluating Nearest-Neighbor Joins on Big Trajectory Data
Yi-Xiang Fang, Reynold Cheng, Wenbin Tang, S. Maniu +1 more
20141 citations
Semantic Scholar
Efficient Network-aware Search in Online Social Bookmarking Applications
S. Maniu, Bogdan Cautis
20131 citations
Semantic Scholar