Recent Publications
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From Reflex to Reflection: Two Tricks AI Could Learn from Us.  
J.-L. Dessalles.
Philosophies, vol. 4, n° 2, pp. 27, DOI: 10.3390/philosophies4020027, Mai 2019.
Computing the $k$-coverage of a wireless network.  
A. Vergne, L. Decreusefond et Ph. Martins.
Valuetools 2019, Palma de Mallorca, Spain, Mars 2019.
Query Answering with Transitive and Linear-Ordered Data.  
A. Amarilli, M. Benedikt, P. Bourhis et M. Vanden Boom.
JAIR, Janvier 2019.
Evaluating Datalog via Tree Automata and Cycluits.  
A. Amarilli, P. Bourhis, M. Monet et P. Senellart.
ToCS, Janvier 2019.
Merit-guided dynamic feature selection filter for data streams.
J. P. Barddal, F. Enembreck, H. M. Gomes, A. Bifet et B. Pfahringer.
Expert Syst. Appl., vol. 116, pp. 227--242, DOI: 10.1016/j.eswa.2018.09.031, 2019.
On learning guarantees to unsupervised concept drift detection on data streams.
R. F. de Mello, Y. Vaz, C. H. G. Ferreira et A. Bifet.
Expert Syst. Appl., vol. 117, pp. 90--102, DOI: 10.1016/j.eswa.2018.08.054, 2019.
Des intelligences TRES artificielles.  
J.-L. Dessalles.
Odile Jacob, Paris, DOI: 978-2-7381-4714-1, 2019.
Information, the hidden side of life.  
C. Gaucherel, P.-H. Gouyon et J.-L. Dessalles.
ISTE Wiley, London, UK, DOI: 978-1-78630-424-7, 2019.
Self-sacrifice as social signal (Commentary on H. Whitehouse: Dying for the group: Towards a general theory of extreme self-sacrifice).  
J.-L. Dessalles.
Behavioral and Brain Sciences, vol. 41, pp. e200, Décembre 2018.
Proceedings of the ACM on Measurement and Analysis of Computing Systems.
Th. Bonald et N. Duffield.
ACM, vol. 2, n° 3, Décembre 2018.
Representativeness of Knowledge Bases with the Generalized Benford?s Law.
A. Soulet, A. Giacometti, B. Bouchou Markhoff et F. M. Suchanek.
ISWC, Monterey, CA, United states, Octobre 2018.
Bash Datalog: Answering Datalog Queries with Unix Shell Commands.  
Th. Rebele, Th. Pellissier Tanon et F. M. Suchanek.
ISWC, Octobre 2018.
Weighted Spectral Embedding of Graphs.
Th. Bonald, A. Hollocou et M. Lelarge.
arXiv preprint arXiv, Septembre 2018.
The Forward-Backward Embedding of Directed Graphs.
N. De Lara et Th. Bonald.
openreview.net, Septembre 2018.
Predicting attributes and friends of mobile users from AP-Trajectories.
P. Wang, F. Sun, D. Wang, J. Tao, X. Guan et A. Bifet.
Inf. Sci., vol. 463-464, pp. 110--128, DOI: 10.1016/j.ins.2018.06.029, Août 2018.
Telemetry-based stream-learning of BGP anomalies.
A. Putina, P. Nivaggioli, C. Precup, D. Pletcher, A. Bifet et D. Rossi.
Big-DAMA '18, Budapest, Hungary, Août 2018.
Opening the parallelogram: Considerations on non-Euclidean analogies.
P.-A. Murena, A. Cornuéjols et J.-L. Dessalles.
International Conference on Case-Based Reasoning (ICCBR 2018), Stockholm, Suède, Juillet 2018.
Qualifying Causes as Pertinent.  
G. Sileno et J.-L. Dessalles.
40th Annual Conference of the Cognitive Science Society, pp. 2488-2493, Madison, WI, USA, Juillet 2018.
Learning Graph Representations by Dendrograms.
B. Charpentier et Th. Bonald.
arxiv.org, Juillet 2018.
When Can We Answer Queries Using Result-Bounded Data Interfaces?.  
A. Amarilli et M. Benedikt.
PODS, Juin 2018.
Interference Analysis in Dynamic TDD System Combined or not With Cell Clustering Scheme.  
J. Rachad, R. Nasri et L. Decreusefond.
VTC, Porto, Portugal, Juin 2018.
Text to brain: predicting the spatial distribution of neuroimaging observations from text reports.
J. Dockès, D. Wasserman, R. Poldrack, F. M. Suchanek, B. Thirion et G. Varoquaux.
MICCAI, Juin 2018.
Topological Sorting with Regular Constraints.  
A. Amarilli et Ch. Paperman.
ICALP, vol. 107, Juin 2018.
Demoing Platypus ? A Multilingual Question Answering Platform for Wikidata.  
Th. Pellissier Tanon, M. Dias De Assuncao, E. Caron et F. M. Suchanek.
Extended Semantic Web Conference, Heracklion, Greece, Juin 2018.
Linear UCB for Online SON Management.  
T. Daher, S. Jemaa et L. Decreusefond.
2018 IEEE 87th Vehicular Technology Conference: VTC2018-Spring, Porto, Portugal, Juin 2018.
Hierarchical Graph Clustering using Node Pair Sampling.
B. Charpentier, Th. Bonald, A. Galland et A. Hollocou.
arXiv preprint arXiv, Juin 2018.
Flow-level traffic model for adaptive streaming services in mobile networks.
L. Yu-Ting, Th. Bonald et S.-E. ELAYOUBI.
Computer Networks, vol. 137, pp. 1-16, Juin 2018.
Un seul serveur vous manque, et tout est découplé!.
Th. Bonald, C. Comte et F. Mathieu.
ALGOTEL 2018-20èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, Roscoff, France, Mai 2018.
Are All People Married? Determining Obligatory Attributes in Knowledge Bases.
J. Lajus et F. M. Suchanek.
WWW, Lyon, France, Avril 2018.
Softwarized and Distributed Learning for SON Management Systems.  
T. Daher, S. Jemaa et L. Decreusefond.
IEEE/IFIP Network Operations and Management Symposium, Taipei, Taiwan, province of china, Avril 2018.
Introduction to special issue: ACM SIGMETRICS 2016.
Th. Bonald et A. Ganesh.
Queueing Systems, pp. 1-2, Avril 2018.
Connecting Width and Structure in Knowledge Compilation.  
A. Amarilli, M. Monet et P. Senellart.
ICDT, Mars 2018.
Enumeration on Trees under Relabelings.  
A. Amarilli, P. Bourhis et S. Mengel.
ICDT, Mars 2018.
Multiple Local Community Detection.
M. Lelarge, A. Hollocou et Th. Bonald.
ACM SIGMETRICS Performance Evaluation Review, vol. 45, n° 2, pp. 76-83, Mars 2018.
Cognitive Policy Based SON Management Demonstrator.  
T. Daher, S. Jemaa et L. Decreusefond.
ICIN 2018, paris, France, Février 2018.
Remembered events are unexpected (Commentary on Mahr \& Csibra: Why do we remember? The communicative function of episodic memory).  
J.-L. Dessalles.
Behavioral and Brain Sciences, vol. 41, pp. 22, DOI: 10.1017/S0140525X17001315, Janvier 2018.
Stability and throughput of FAST TCP traffic in bidirectional connections.
Th. Bonald et ....
Resource Allocation and Performance Optimization in Communication Networks and the Internet, vol. 21, n° 4, pp. 1-20, Janvier 2018.
Listing k-cliques in Large Real-world Graphs.
M. Danisch, O. D. Balalau et M. Sozio.
Proceeding of the World Wide Web Conference (WWW), Lyon, France, 2018.
Fully Dynamic k-center Clustering.
A. Guerquin, T.-H. H. Chan et M. Sozio.
Proceedings of the World Wide Web Conference (WWW), Lyon, France, 2018.
Adding Missing Words to Regular Expressions.
Th. Rebele, A. Tzompanaki et F. M. Suchanek.
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Melbourne, Australia, 2018.
A Knowledge Base for Personal Information Management.
D. Montoya, Th. Tanon, S. Abiteboul, P. Senellart et F. M. Suchanek.
Linked Open Data Workshop at the World Wide Web Conference, Lyon, France, 2018.
Ubiquitous Artificial Intelligence and Dynamic Data Streams.
A. Bifet et J. Read.
DEBS, pp. 1--6, 2018.
Scalable Model-Based Cascaded Imputation of Missing Data.
J. Montiel, J. Read, A. Bifet et T. Abdessalem.
PAKDD (3), vol. 10939, pp. 64--76, 2018.
Efficient Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs.
M. H. Chehreghani, A. Bifet et T. Abdessalem.
PAKDD (3), vol. 10939, pp. 752--764, 2018.
Discriminative Distance-Based Network Indices with Application to Link Prediction.
M. H. Chehreghani, A. Bifet et T. Abdessalem.
The Computer Journal, vol. 61, n° 7, pp. 998--1014, DOI: 10.1093/comjnl/bxy040, 2018.
Machine Learning for Data Streams with Practical Examples in MOA.
A. Bifet, R. Gavaldà, G. Holmes et B. Pfahringer.
MIT Press, 2018.
Scikit-Multiflow: A Multi-output Streaming Framework.
J. Montiel, J. Read, A. Bifet et T. Abdessalem.
Journal of Machine Learning Research, vol. 19, 2018.
Adaptive random forests for data stream regression.
H. M. Gomes, J. P. Barddal, L. E. B. Ferreira et A. Bifet.
26th European Symposium on Artificial Neural Networks, ESANN 2018, Bruges, Belgium, April 25-27, 2018, 2018.
Bitcoin Volatility Forecasting with a Glimpse into Buy and Sell Orders.
T. Guo, A. Bifet et N. Antulov-Fantulin.
IEEE International Conference on Data Mining, ICDM 2018, Singapore, November 17-20, 2018, pp. 989--994, 2018.
Unsupervised real-time detection of BGP anomalies leveraging high-rate and fine-grained telemetry data.
A. Putina, S. Barth, A. Bifet, D. Pletcher, C. Precup, P. Nivaggioli et D. Rossi.
IEEE INFOCOM 2018 - IEEE Conference on Computer Communications Workshops, INFOCOM Workshops 2018, Honolulu, HI, USA, April 15-19, 2018, pp. 1--2, DOI: 10.1109/INFCOMW.2018.8406838, 2018.
Telemetry-based stream-learning of BGP anomalies.
A. Putina, D. Rossi, A. Bifet, S. Barth, D. Pletcher, C. Precup et P. Nivaggioli.
Proceedings of the 2018 Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, Big-DAMA@SIGCOMM 2018, Budapest, Hungary, August 20, 2018, pp. 15--20, 2018.
Building a coverage hole-free communication tree.  
A. Vergne, L. Decreusefond et Ph. Martins.
ACM Q2SWinet Symposium, Montréal, Canada, 2018.
Malliavin and Dirichlet structures for independent random variables.  
L. Decreusefond et H. Halconruy.
Stochastic Processes and their Applications, 2018.
A Sketch-Based Naive Bayes Algorithms for Evolving Data Streams.
M. Bahri, S. Maniu et A. Bifet.
2018 IEEE International Conference on Big Data, BigData 2018, 2018.
Learning Fast and Slow - A Unified Batch/Stream Framework.
J. Montiel, A. Bifet, V. Losing et T. A. Jesse Read.
2018 IEEE International Conference on Big Data, BigData 2018, 2018.
An In-depth Comparison of Group Betweenness Centrality Estimation Algorithms.
M. H. Chehreghani, A. Bifet et T. Abdessalem.
IEEE International Conference on Big Data, Big Data 2018, Seattle, WA, USA, December 10-13, 2018, pp. 2104--2113, 2018.
DyBED: An Efficient Algorithm for Updating Betweenness Centrality in Directed Dynamic Graphs.
M. H. Chehreghani, A. Bifet et T. Abdessalem.
IEEE International Conference on Big Data, Big Data 2018, Seattle, WA, USA, December 10-13, 2018, pp. 2114--2123, 2018.
Cournot-Nash Equilibria for Bandwidth Allocation under Base-Station Cooperation.  
J.-S. Gomez, A. Vergne, P. Martins, L. Decreusefond et W. Chen.
IEEE Globecom, Singapore, Singapore, Décembre 2017.
A computational model of moral and legal responsibility via simplicity theory.  
G. Sileno, A. Saillenfest et J.-L. Dessalles.
30th international conference on Legal Knowledge and Information Systems (JURIX 2017), vol. 302, pp. 171-176, Luxembourg, Luxembourg, DOI: 10.3233/978-1-61499-838-9-171, Décembre 2017.
A Streaming Algorithm for Graph Clustering.  
A. Hollocou, J. Maudet, Th. Bonald et M. Lelarge.
NIPS 2017 - Wokshop on Advances in Modeling and Learning Interactions from Complex Data, pp. 1--12, Long Beach, United states, Décembre 2017.
Visualizing the addition of missing words to regular expressions .
Th. Rebele, K. Tzompanaki et F. M. Suchanek.
ISWC demo track, Décembre 2017.
VICKEY: Mining Conditional Keys on Knowledge Bases .
D. Symeonidou, L. Galárraga, N. Pernelle, F. Saïs et F. M. Suchanek.
ISWC, Décembre 2017.
Relating Brain Structures To Open-Ended Descriptions Of Cognition .
J. Dockès, O. Grisel, J. Massich, F. M. Suchanek, B. Thirion et G. Varoquaux.
CCN short paper track, Décembre 2017.
Performance of Balanced Fairness in Resource Pools: A Recursive Approach.  
Th. Bonald, C. Comte et F. Mathieu.
Proceedings of the ACM on Measurement and Analysis of Computing Systems , vol. 1, n° 2, DOI: 10.1145/3154500, Décembre 2017.
Massive Online Analytics for the Internet of Things (IoT).  
A. Bifet.
Décembre 2017.
Possible and Certain Answers for Queries over Order-Incomplete Data.
A. Amarilli, M. L. Ba, D. Deutch et P. Senellart.
TIME 2017, Mons, Belgique, DOI: 10.4230/LIPIcs.TIME.2017.4, Octobre 2017.
Optimize Wireless Networks for Energy Saving by Distributed Computation of ?ech Complex.  
N.-K. Le, A. Vergne, Ph. Martins et L. Decreusefond.
IEEE WiMob 2017, Rome, Italy, Octobre 2017.
Using YAGO for the Humanities.
Th. Rebele, A. Nekoei et F. M. Suchanek.
Workshop on Humanities in the Semantic Web - WHiSe II, Vienna, Austria, Octobre 2017.
Massive Online Analytics for the Internet of Things (IoT).  
A. Bifet.
Octobre 2017.
Distributed Simplicial Homology Based Load Balancing Algorithm for Cellular Networks.  
N.-K. Le, A.?s. Vergne, Ph. Martins et L. Decreusefond.
IEEE VTC 2017 Fall, Toronto, Canada, Septembre 2017.
MASSIVE ONLINE ANALYTICS FOR THE INTERNET OF THINGS (IOT).
A. Bifet.
Août 2017.
A Circuit-Based Approach to Efficient Enumeration.  
A. Amarilli, P. Bourhis, L. Jachiet et S. Mengel.
ICALP 2017, Varsovie, Pologne, Juillet 2017.
A complexity based approach for solving Hofstadter's analogies.  
P.-A. Murena, J.-L. Dessalles et A. Cornuéjols.
International Conference on Case-Based Reasoning (ICCBR 2017), pp. 53--62, Trondheim, Nor, Juillet 2017.
Incremental learning with the minimum description length principle.  
P.-A. Murena, A. Cornuéjols et J.-L. Dessalles.
International Joint Conference on Neural Networks (IJCNN 2017), Anchorage, Alaska USA, Juillet 2017.
Conversational topic connectedness predicted by Simplicity Theory.  
J.-L. Dessalles.
Proceedings of the 39th Annual Conference of the Cognitive Science Society, pp. 1914-1919, Austin, TX, Juillet 2017.
Adaptive random forests for evolving data stream classification.  
H. M. Gomes, A. Bifet, J. Read, J. P. Barddal, F. Enembreck, B. Pfharinger, G. Holmes et T. Abdessalem.
Machine Learning, DOI: 10.1007/s10994-017-5642-8, Juin 2017.
A Survey on Ensemble Learning for Data Stream Classification.  
H. M. Gomes, J. P. Barddal, F. Enembreck et A. Bifet.
ACM Computing Surveys (CSUR), vol. 50, n° 2, pp. 23, DOI: 10.1145/3054925, Juin 2017.
Data stream classification using random feature functions and novel method combinations.  
D. Marrón, J. Read, A. Bifet et N. Navarro.
Journal of Systems and Software, vol. 127, pp. 195--204, Juin 2017.
Conjunctive Queries on Probabilistic Graphs: Combined Complexity.  
A. Amarilli, M. Monet et P. Senellart.
PODS 2017, Chicago, États-Unis, Mai 2017.
Internet of Things (IoT) Analytics.  
A. Bifet.
Mai 2017.
Top-k Queries on Unknown Values under Order Constraints.  
A. Amarilli, Y. Amsterdamer, T. Milo et P. Senellart.
ICDT 2017, Venice, Italy, Mars 2017.
Combined Tractability of Query Evaluation via Tree Automata and Cycluits.  
A. Amarilli, P. Bourhis, M. Monet et P. Senellart.
ICDT 2017, Venice, Italy, Mars 2017.
What if machines could be creative?.
F. M. Suchanek, C. Menard, M. Bienvenu et C. Chapellier.
ISWC (demo), Janvier 2017.
Predicting Completeness in Knowledge Bases.
L. Galárraga, S. Razniewski, A. Amarilli et F. M. Suchanek.
WSDM, Janvier 2017.
Cognitive Management of Self -Organized Radio Networks Based on Multi Armed Bandit.  
T. Daher, S. Jemaa et L. Decreusefond.
PIMRC 2017 28th Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications , Montreal, Canada, 2017.
A Spectral Algorithm with Additive Clustering for the Recovery of Overlapping Communities in Networks.  
E. Kaufmann, Th. Bonald et M. Lelarge.
Journal of Theoretical Computer Science (TCS), 2017.
Fair throughput allocation in Information-Centric Networks.  
Th. Bonald, L. Mekinda et L. Muscariello.
Computer Networks, vol. 125, pp. 122 -- 131, DOI: 10.1016/j.comnet.2017.05.019, 2017.
Balanced Fair Resource Sharing in Computer Clusters.  
Th. Bonald et C. Comte.
Performance Evaluation, DOI: 10.1016/j.peva.2017.08.006, 2017.
Poly-symmetry in processor-sharing systems.  
Th. Bonald, C. Comte, V. Shah et G. De Veciana.
Queueing Systems, DOI: 10.1007/s11134-017-9525-2, 2017.
Convergence to multi-resource fairness under end-to-end window control.  
Th. Bonald, J. Roberts et Ch. Vitale.
IEEE INFOCOM, Atlanta, United states, 2017.
A Minimax Optimal Algorithm for Crowdsourcing.  
Th. Bonald et R. Combes.
NIPS, Los Angeles, United states, 2017.
Multiple Local Community Detection.  
A. Hollocou, Th. Bonald et M. Lelarge.
Performance Evaluation, New York City, United states, 2017.
Large Scale Density-friendly Graph Decomposition via Convex Programming.
M. Danisch, T.-H. H. Chan et M. Sozio.
Proceedings of the World Wide Web Conference, 2017.
Proceedings of the Workshop on IoT Large Scale Learning from Data Streams co-located with the 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2017), Skopje, Macedonia, September 18-22.
M. S. Mouchaweh, A. Bifet, H. Bouchachia, J. Gama et R. P. Ribeiro.
CEUR-WS.org, 2017.
Massive Online Analytics for the Internet of Things (IoT).  
A. Bifet.
Novembre 2016.
Un phénomène biologique unique.  
J.-L. Dessalles.
TDC, vol. 1106, pp. 52-57, Novembre 2016.
Big Data Stream Mining: Large Scale Real-Time Analytics.
A. Bifet.
Habilitation à diriger des recherches (HDR), Octobre 2016.
Mobility-aware Scheduler in CoMP Systems.  
N. Abbas, Th. Bonald et B. Sayrac.
PIMRC, Valencia, Spain, Septembre 2016.
Local Triangle-Densest Subgraphs.
R. Samusevich, M. Danisch et M. Sozio.
ASONAM, San Francisco, USA, Août 2016.
Proceedings of the 5th International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, BigMine 2016.  
W. Fan, A. Bifet, J. Read, Q. Yang et Ph. S. Yu.
5th International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, BigMine 2016,, JMLR.org, Août 2016.
Functional Poisson approximation in Kantorovich-Rubinstein distance with applications to U-statistics and stochastic geometry.  
L. Decreusefond, M. Schülte et Ch. Thäle.
Annals of probability, vol. 44, n° 3, pp. 2147-2197, Juin 2016.
But What Do We Actually Know?.  
S. Razniewski, F. M. Suchanek et W. Nutt.
Workshop on Automated Knowledge Base Construction, Juin 2016.
Tractable Lineages on Treelike Instances: Limits and Extensions.  
A. Amarilli, P. Bourhis et P. Senellart.
PODS (Principles of Database Systems), pp. 355-370, San Francisco, USA, Juin 2016.
Challenges for Efficient Query Evaluation on Structured Probabilistic Data.  
A. Amarilli, S. Maniu et M. Monet.
SUM, Juin 2016.
Query Answering with Transitive and Linear-Ordered Data.
A. Amarilli, M. Benedikt, P. Bourhis et M. Vanden Boom.
IJCAI, Juin 2016.
Role of simplicity in creative behaviour: The case of the poietic generator.  
A. Saillenfest, J.-L. Dessalles et O. Auber.
International Conference on Computational Creativity, Paris, France, Juin 2016.
Adaptive model rules from high-speed data streams.  
J. Duarte, J. Gama et A. Bifet.
ACM Transactions on Knowledge Discovery from Data (TKDD), vol. 10, n° 3, pp. 30, Juin 2016.
A streaming flow-based technique for traffic classification applied to 12+ 1 years of Internet traffic.  
V. Carela-Español, P. Barlet-Ros, A. Bifet et K. Fukuda.
Telecommunication Systems, vol. 63, n° 2, pp. 191--204, Juin 2016.
Iot big data stream mining.  
G. De Francisci Morales, A. Bifet, L. Khan, J. Gama et W. Fan.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 2119--2120, Juin 2016.
VHT: Vertical hoeffding tree.  
N. Kourtellis, G. D. F. Morales, A. Bifet et A. Murdopo.
Big Data (Big Data), 2016 IEEE International Conference on, pp. 915--922, Juin 2016.
On dynamic feature weighting for feature drifting data streams.  
J. P. Barddal, H. M. Gomes, F. Enembreck, B. Pfahringer et A. Bifet.
Joint European Conference on Machine Learning and Knowledge Discovery in Databases, pp. 129--144, Juin 2016.
Echo State Hoeffding Tree Learning.  
D. Marrón, J. Read, A. Bifet, T. Abdessalem, E. Ayguadé et J. Herrero.
Asian Conference on Machine Learning, pp. 382--397, Juin 2016.
Deferral classification of evolving temporal dependent data streams.  
M. Mayo et A. Bifet.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, pp. 952--954, Juin 2016.
L'émergence du sens au cours de l'évolution.  
J.-L. Dessalles.
Langages, vol. 201, pp. 129-142, Mars 2016.
Finding Heaviest k-Subgraphs and Events in Social Media.
L. Matthaios, O. D. Balalau, M. Danisch, E. Orsini et M. Sozio.
ICDM Workshop, Février 2016.
Mining Internet of Things (IoT) Big Data Streams.
A. Bifet.
Février 2016.
Can you imagine... a language for combinatorial creativity?.
F. M. Suchanek, C. Menard, M. Bienvenu et C. Chapellier.
ISWC, Janvier 2016.
Thymeflow, a personal knowledge base with spatio-temporal data.
D. Montoya, Th. Pellissier Tanon, S. Abiteboul et F. M. Suchanek.
CIKM (demo), Janvier 2016.
Ten Years of Knowledge Harvesting: Lessons and Challenges.
G. Weikum, J. Hoffart et F. M. Suchanek.
Janvier 2016.
Open Digital Forms.  
H. Le, Th. Rebele et F. M. Suchanek.
Research and Advanced Technology for Digital Libraries - 20th International Conference on Theory and Practice of Digital Libraries, TPDL 2016, Hannover, Germany, September 5-9, 2016, Proceedings, Janvier 2016.
YAGO: A Multilingual Knowledge Base from Wikipedia, Wordnet, and Geonames..  
Th. Rebele, F. M. Suchanek, J. Hoffart, J. Biega, E. Kuzey et G. Weikum.
International Semantic Web Conference, Janvier 2016.
Handbook of Communication Science.  
J.-L. Dessalles.
DOI: 978-3-11-025545-42016.
A Framework for Sampling-Based XML Data Pricing.  
R. Tang, A. Amarilli, P. Senellart et S. Bressan.
TLDKS (Transactions on Large-Scale Data- and Knowledge-Centered Systems), vol. 24, pp. 116-138, 2016.
Determinantal point processes.  
L. Decreusefond, I. Flint, N. Privault et G. L. Torrisi.
2016.
Le fil de la vie - La face immatérielle du vivant.  
J.-L. Dessalles, C. Gaucherel et P.-H. Gouyon.
Odile Jacob, Paris, France, DOI: 978-2-7381-3395-3, 2016.
Performance evaluation of intra-site coordination schemes in cellular networks.  
A. Khlass, Th. Bonald et S.-E. ELAYOUBI.
Performance Evaluation, DOI: 10.1016/j.peva.2015.12.001, 2016.
Principles and Practice of Multi-Agent Systems, LNAI 9935.  
J.-L. Dessalles.
DOI: 10.1007/978-3-319-46218-9_12016.
The multi-source model for dimensioning data networks.  
Th. Bonald et C. Comte.
Computer Networks, DOI: 10.1016/j.comnet.2016.03.019, 2016.
Condillac, philosophe du langage ?.
J.-L. Dessalles.
2016.
A note on the simulation of the Ginibre point process.  
L. Decreusefond, I. Flint et A. Vergne.
Journal of Applied Probability, vol. 52, n° 4, Octobre 2015.
The Stein-Dirichlet-Malliavin method.  
L. Decreusefond.
ESAIM : proceedings and surveys, vol. 51, pp. 49-59, DOI: 10.1051/proc/201551003, Octobre 2015.
Circuits de provenance pour les arbres et les instances quasi-arborescentes.  
A. Amarilli, P. Bourhis et P. Senellart.
BDA, Porquerolles, France, Septembre 2015.
Requêtes sur des données à ordre incomplet.  
A. Amarilli, M. L. Ba, D. Deutch et P. Senellart.
BDA, Porquerolles, France, Septembre 2015.
Simplicial homology for future cellular networks.  
A. Vergne, L. Decreusefond et Ph. Martins.
IEEE Transactions on Mobile Computing, vol. 14, n° 8, pp. 1712-1725, Août 2015.
Fast Rule Mining in Ontological Knowledge Bases with AMIE+.  
L. Galárraga, Ch. Teflioudi, K. Hose et F. M. Suchanek.
VLDB journal, Août 2015.
Some probability judgments may rely on complexity assessments.  
A. Saillenfest et J.-L. Dessalles.
37th Annual Conference of the Cognitive Science Society, Pasadena, CA, USA, Juillet 2015.
Combining Existential Rules and Description Logics.  
A. Amarilli et M. Benedikt.
IJCAI 2015, pp. 2691-2697, Buenos Aires, Argentine, Juillet 2015.
Finite Open-World Query Answering with Number Restrictions.  
A. Amarilli et M. Benedikt.
LICS 2015, pp. 305-316, Kyoto, Japon, Juillet 2015.
Intensional Data on the Web.  
A. Amarilli, S. Maniu et P. Senellart.
ACM Sigweb Newsletter, pp. 12, Juillet 2015.
The elephant in the room: getting value from Big Data.  
S. Abiteboul, L. Dong, O. Etzioni, D. Srivastava, G. Weikum, J. Stoyanovich et F. M. Suchanek.
WebDB workshop at SIGMOD, Juillet 2015.
Tutorial: Knowledge Bases for Web Content Analytics.  
J. Hoffart, N. Preda, F. M. Suchanek et G. Weikum.
WWW, Juillet 2015.
Structurally Tractable Uncertain Data.  
A. Amarilli.
SIGMOD/PODS Ph.D. Symposium, pp. 39-44, Melbourne, Australie, Juin 2015.
Provenance Circuits for Trees and Treelike Instances.  
A. Amarilli, P. Bourhis et P. Senellart.
ICALP 2015, pp. 56-68, Kyoto, Japan, Juin 2015.
Possibility for Probabilistic XML.  
A. Amarilli.
Ingénierie des Systèmes d'Information, vol. 20, n° 5, pp. 53-75, Juin 2015.
Homology-Based Distributed Coverage Hole Detection in Wireless Sensor Networks.  
F. Yan, A. Vergne, Ph. Martins et L. Decreusefond.
IEEE/ACM Transactions on Networking, vol. 23, n° 6, pp. 1705 -- 1718, DOI: 10.1109/TNET.2014.2338355, Juin 2015.
Analyzing Interference from Static Cellular Cooperation using the Nearest Neighbour Model.  
A. Giovanidis, L. D. Alvarez-Corrales et L. Decreusefond.
SPASWIN - WIOPT, Mumbai, Inde, DOI: 10.1109/WIOPT.2015.7151121, Mai 2015.
DIVINA: Discovering Vulnerabilities of Internet Accounts.
Z. Ismail, D. Symeonidou et F. M. Suchanek.
WWW demo, Mai 2015.
IBEX: Harvesting Entities from the Web Using Unique Identifiers.  
A. Talaika, J. Biega, A. Amarilli et F. M. Suchanek.
WebDB, Melbourne, Australie, Mai 2015.
Stochastic dynamics of determinantal processes by integration by parts.  
L. Decreusefond, I. Flint, N. Privault et G. L. Torrisi.
Communications on stochastic analysis and applications, vol. 9, n° 3, pp. 375-399, Avril 2015.
A Case Study on Regularity in Cellular Network Deployment.
J.-S. Gomez, A. Vasseur, A. Vergne, Ph. Martins, L. Decreusefond et Ch. Wei.
IEEE Wireless Communications Letters, Avril 2015.
Snooping Wikipedia Vandals with MapReduce.  
M. Spina, D. Rossi, M. Sozio, S. Maniu et B. Cautis.
IEEE ICC, London, United kingdom, Février 2015.
StreamDM: Advanced Data Mining in Spark Streaming.
A. Bifet, S. Maniu, J. Qian, G. Tian, Ch. He et W. Fan.
IEEE International Conference on Data Mining Workshop, ICDMW 2015, Atlantic City, NJ, USA, November 14-17, 2015, pp. 1608--1611, DOI: 10.1109/ICDMW.2015.140, Février 2015.
Real-Time Big Data Stream Analytics.
A. Bifet.
Février 2015.
Mining Big Data Streams with Apache SAMOA.
A. Bifet.
Février 2015.
Construction of the generalized \\vCech complex.  
N.-K. Le, Ph. Martins, L. Decreusefond et A. Vergne.
VTC 25, Glasgow, Scotland, Janvier 2015.
YAGO3: A Knowledge Base from Multilingual Wikipedias.  
F. Mahdisoltani, J. Biega et F. M. Suchanek.
CIDR, Janvier 2015.
Scalable Facility Location for Massive Graphs on Pregel-like Systems.
G. De Francisci Morales, K. Garimella, A. Gionis et M. Sozio.
CIKM, Janvier 2015.
Efficient Densest Subgraph Computation in Evolving Graphs.  
A. Epasto, S. Lattanzi et M. Sozio.
WWW, Janvier 2015.
Finding Subgraphs with Maximum Total Density and Limited Overlap.  
O. D. Balalau, T.-H. H. Chan, F. Bonchi, F. Gullo et M. Sozio.
WSDM, Janvier 2015.
Applications of conceptual spaces.
J.-L. Dessalles.
DOI: 10.1007/978-3-319-15021-5_22015.
Keynote: A Hitchhiker's Guide to Ontology.  
F. M. Suchanek.
2015.
Pour innover, modéliser l'imaginaire - Regards croisés d'industriels et de chercheurs.  
J.-L. Dessalles.
2015.
Asymptotics of superposition of point processes.  
L. Decreusefond et A. Vasseur.
2015.
Simplicial homology based energy saving algorithms for wireless networks.  
N.-K. Le, Ph. Martins, L. Decreusefond et A. Vergne.
IEEE ICC, London, United kingdom, 2015.
A Flow-Level Performance Model for Mobile Networks Carrying Adaptive Streaming Traffic.  
Th. Bonald, S.-E. ELAYOUBI et Y.-T. Lin.
Globecom, San Diego, United states, 2015.
Multi-Resource Fairness: Objectives, Algorithms and Performance.  
Th. Bonald et J. Roberts.
ACM Sigmetrics, Portland, United states, 2015.
How Mobility Impacts the Performance of Inter-cell Coordination in Cellular Data Networks.  
N. Abbas, Th. Bonald et B. Sayrac.
Globecom, San Diego, United states, 2015.
Mobility support in optical slot switching-based next-generation mobile backhaul networks.  
N. Benzaoui, Y. Pointurier, Th. Bonald, B. Uscumlic, Q. Wei et S. Bigo.
ECOC, Valencia, Spain, 2015.
Traffic models for user-level performance evaluation in data networks.  
Th. Bonald.
ITC, Ghent, Belgium, DOI: 10.1109/ITC.2015.20, 2015.
Analytical Modeling of Downlink CoMP in LTE-Advanced.  
A. Khlass, Th. Bonald et S.-E. ELAYOUBI.
VTC, Glasgow, United kingdom, DOI: 10.1109/VTCSpring.2015.7145704, 2015.
Opportunistic gains of mobility in cellular data networks.  
N. Abbas, Th. Bonald et B. Sayrac.
WiOpt, Bombay, India, DOI: 10.1109/WIOPT.2015.7151088, 2015.
Comment nous optimisons nos signaux sociaux.
J.-L. Dessalles.
La Recherche, vol. 494, pp. 56-59, Décembre 2014.
Towards a Numerical Rule Mining Language.  
L. Galárraga et F. M. Suchanek.
Workshop on Automated Knowledge Base Construction (AKBC), Décembre 2014.
Knowledge Bases in the Age of Big Data Analytics.
F. M. Suchanek et G. Weikum.
International Conference on Very Large Databases (VLDB) tutorial, Novembre 2014.
Canonicalizing Open Knowledge Bases.
L. Galárraga, K. Murphy, G. Heitz et F. M. Suchanek.
Conference on Information and Knowledge Management (CIKM) , Novembre 2014.
Can Believable Characters Act Unexpectedly?.
A. Saillenfest et J.-L. Dessalles.
Literary & Linguistic Computing, vol. 29, n° 4, pp. 606-620, DOI: 10.1093/llc/fqu042, Octobre 2014.
Advancing the Utility of Large Knowledge Bases.  
F. M. Suchanek.
Habilitation à diriger des recherches (HDR), Octobre 2014.
Semantic Culturomics.
F. M. Suchanek et N. Preda.
International Conference on Very Large Databases (VLDB) vision paper, Octobre 2014.
Recent Topics of Research around the YAGO Knowledge Base.  
A. Amarilli, L. Galárraga, N. Preda et F. M. Suchanek.
Asia-Pacific Web Conference (APWEB), pp. 1-12, Changsha, China, Septembre 2014.
Get a Sample for a Discount: Sampling-Based XML Data Pricing.  
R. Tang, A. Amarilli, P. Senellart et S. Bressan.
DEXA (Database and Expert Systems Applications), pp. 20-34, Munich, Germany, Septembre 2014.
Multi-Flow Transmission and Carrier Aggregation Inter-Operation in HSPA+ Advanced.
A. Khlass, S. El Ayoubi et Th. Bonald.
Vehicular Technology Conference, pp. 1 - 5 , Vancouver, Canada, DOI: 10.1109/VTCFall.2014.6966063, Septembre 2014.
Enhanced cluster computing performance through proportional fairness.
Th. Bonald et J. Roberts.
Performance Evaluation, vol. 79, pp. 134?145, DOI: 10.1016/j.peva.2014.07.009, Septembre 2014.
An analytic model for evaluating outage and handover probability of cellular wireless networks.  
L. Decreusefond, Ph. Martins et Th.-T. Vu.
Wireless Personal Communications Journal, pp. ~, Juillet 2014.
Accuracy of Homology based Coverage Hole Detection for Wireless Sensor Networks on Sphere.  
L. Decreusefond, Ph. Martins et F. Yan.
IEEE Transactions on Wireless Communications, vol. 13, n° 7, pp. 3583-3595, Juillet 2014.
Assessing Parsimony in Models of Aspect.  
D. Munch et J.-L. Dessalles.
36th Annual Conference of the Cognitive Science Society, pp. 2221-2226, Québec, Juillet 2014.
A cognitive approach to narrative planning with believable characters.  
A. Saillenfest et J.-L. Dessalles.
Computational Models of Narrative, vol. 41, pp. 177-181, Québec, Juillet 2014.
Simplicial Homology of Random Configurations.  
L. Decreusefond, E. Ferraz, H. Randriambololona et A. Vergne.
Advances in Applied Probability., vol. 46, n° 2, pp. 325-347, Juin 2014.
The Possibility Problem for Probabilistic XML.  
A. Amarilli.
Alberto Mendelzon International Workshop on Foundations of Data Management, Carthagène des Indes, Colombie, Juin 2014.
Optimal investment in social signals.  
J.-L. Dessalles.
Evolution, vol. 68, n° 6, pp. 1640-1650, DOI: 10.1111/evo.12378, Juin 2014.
Disaster recovery in wireless networks: A homology based algorithm.  
A. Vergne, I. Flint, L. Decreusefond et Ph. Martins.
ICT 2014, best paper award, Lisbon, Portugal, Mai 2014.
Higher order expansions via Stein's method.  
L. Coutin et L. Decreusefond.
Communications on Stochastic Analysis, vol. 8, n° 2, pp. 155-168, Mai 2014.
Flow-level modeling of multi-user beamforming in mobile networks .
A. Khlass, Th. Bonald et S. El Ayoubi.
Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), 2014 12th International Symposium on , pp. 70 - 77 , Hammamet , Tunisia, DOI: 10.1109/WIOPT.2014.6850281, Mai 2014.
Uncertainty in Crowd Data Sourcing under Structural Constraints.  
A. Amarilli, Y. Amsterdamer et T. Milo.
UnCrowd, vol. 8505, pp. 351-359, Bali, Indonesia, Avril 2014.
Moment formulae for general point processes.  
L. Decreusefond et I. Flint.
Journal of Functional Analysis, vol. 267, n° 2, pp. 452-476, Avril 2014.
The role of the human political singularity in the emergence of language.
J.-L. Dessalles.
Int. Conf. on the Evolution of Language, pp. 423-424, Vienne, Autriche, Avril 2014.
On the Complexity of Mining Itemsets from the Crowd Using Taxonomies.  
A. Amarilli, Y. Amsterdamer et T. Milo.
ICDT (International Conference on Database Theory), pp. 15-25, Athens, Greece, Mars 2014.
Stochastic analysis of a cellular network with mobile relays.
Y. Chen, Ph. Martins, L. Decreusefond, F. Yan et X. Lagrange.
IEEE Global Communications Conference, GLOBECOM 2014, Austin, TX, USA, December 8-12, 2014, pp. 4758--4763, Austin,USA, DOI: 10.1109/GLOCOM.2014.7037559, Mars 2014.
A Simple Architecture for Secure and Private Data Sharing Solutions.
M. Scarpa, F. Longo, G. Campobello, Th. Bonald et A. Famulari.
Février 2014.
Easy, secure, and privacy-preserving mechanisms for inter-Cloud data sharing.
M. Scarpa, F. Longo, A. Famulari et Th. Bonald.
Février 2014.
System and method of matching content items and consumers .
A. Gionis, G. De Francisci Morales et M. Sozio.
Février 2014.
A la recherche des connaissances du Web....  
S. Abiteboul, F. Gandon et F. M. Suchanek.
1024 : Bulletin de la Société Informatique de France, n° 2, pp. 20, Janvier 2014.
The social origins of language.
J.-L. Dessalles.
2014.
Handbook of Evolution Theory in the Sciences.
J.-L. Dessalles.
2014.
Perspectives on Ontology Learning.
F. M. Suchanek.
2014.