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Publications by axis : DataSense axis


List of publications related to projects funded by DigiCosme

2018

Pascal Bianchi, Walid Hachem, Adil Salim.
A constant step Forward-Backward algorithm involving random maximal monotone operators.
Journal of Convex Analysis, March 2018.

Pascal Bianchi, Walid Hachem, Adil Salim.
Constant Step Stochastic Approximations Involving Differential Inclusions: Stability, Long-Run Convergence and Applications.
To be published in Stochastics, May 2018.

Albert Bifet, Ricard Gavalda, Geoff Holmes, Bernhard Pfahringer.
Machine Learning from Data Streams.
MIT Press, 2018.

Albert Bifet, Jesse Read.
Ubiquitous Artificial Intelligence and Dynamic Data Streams.
DEBS 2018:1-6

Jérôme-Alexis Chevalier, Joseph Salmon, Bertrand Thirion.
Statistical Inference with Ensemble of Clustered Desparsified Lasso.
MICCAI 2018.

Jérôme-Alexis Chevalier, Joseph Salmon, Bertrand Thirion.
Statistical Inference on Structured Data.
SFdS 2018.

Alessandro Delmonte, Isabelle Bloch, Dominique Hasboun, Corentin Mercier, Johan Pallud, Pietro Gori.
Segmentation of White Matter Tractograms Using Fuzzy Spatial Relations.
Organization for Human Brain Mapping (OHBM), Jun 2018, Singapore, Singapore.

Nicolas Kourtellis, Gianmarco De Francisci Morales, Albert Bifet.
Large-Scale Learning from Data Streams with Apache SAMOA.
CoRR abs/1805.11477 (2018)

Corentin Mercier, Pietro Gori, Damien Rohmer, Marie-Paule Cani, Tamy Boubekeur, Jean-Marc Thiery, Isabelle Bloch
Progressive and Efficient Multi-Resolution Representations for Brain Tractograms.
Eurographics Workshop on Visual Computing for Biology and Medicine (EG VCBM). 2018

Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem.
Scikit-Multiflow: A Multi-output Streaming Framework.
CoRR abs/1807.04662 (2018)

Yujiro Okuya, Nicolas Ladeveze, Olivier Gladin, Cédric Fleury, Patrick Bourdot.
Distributed Architecture for Remote Collaborative Modification of Parametric CAD Data.
IEEE VR International Workshop on 3D Collaborative Virtual Environments (3DCVE 2018), Germany 2018.

Andrian Putina, Steven Barth, Albert Bifet, Drew Pletcher, Cristina Precup, Patrice Nivaggioli, Dario Rossi.
Unsupervised real-time detection of BGP anomalies leveraging high-rate and fine-grained telemetry data.
INFOCOM Workshops 2018:1-2

Andrian Putina, Dario Rossi, Albert Bifet, Steven Barth, Drew Pletcher, Cristina Precup, Patrice Nivaggioli.
Telemetry-based stream-learning of BGP anomalies.
Big-DAMA@SIGCOMM 2018:15-20

Thomas Rebele, Thomas Pellissier Tanon, Fabian M. Suchanek.
Bash Datalog: Answering Datalog Queries with Unix Shell Commands.
International Semantic Web Conference (ISWC), 2018

Thomas Rebele, Katerina Tzompanaki, Fabian M. Suchanek.
Adding Missing Words to Regular Expressions.
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2018

Adil Salim, Pascal Bianchi, Walid Hachem.
Snake: a Stochastic Proximal Gradient Algorithm for Regularized Problems over Large Graphs.
IEEE Trans. on Autom. Control, Novembre 2018

2017

Albert Bifet, Jiajin Zhang, Wei Fan, Cheng He, Jianfeng Zhang, Jianfeng Qian, Geoff Holmes, Bernhard Pfahringer.
Extremely Fast Decision Tree Mining for Evolving Data Streams.
KDD 2017:1733-1742

Albert Bifet.
Classifier Concept Drift Detection and the Illusion of Progress.
ICAISC (2) 2017:715-725

Maria-Evgenia G. Rossi, B Shi, N Tziortziotis, Fragkiskos D. Malliaros, C Giatsidis, Michalis Vazirgiannis.
MATI: An Efficient Algorithm for Influence Maximization in Social Networks.
Complex Networks 2017-6th International Conference on Complex Networks

Can Liu, Olivier Chapuis, Michel Beaudouin-Lafon, Eric Lecolinet.
CoReach: Cooperative Gestures for Data Manipulation on Wall-sized Displays.
Proceedings of the 35th international conference on Human factors in computing systems, May 2017, Denver, United States. ACM, 2017, CHI '17, 2017.

Pierre-Xavier Loeffel, Albert Bifet, Christophe Marsala, Marcin Detyniecki.
Droplet Ensemble Learning on Drifting Data Streams.
IDA 2017:210-222

Diego Marron, Jesse Read, Albert Bifet, Nacho Navarro.
Data stream classification using random feature functions and novel method combinations.
Journal of Systems and Software 127:195-204 (2017)

Diego Marron, Eduard Ayguadé, José R. Herrero, Jesse Read, Albert Bifet.
Low-latency multi-threaded ensemble learning for dynamic big data streams.
BigData 2017:223-232

Pierre Martin, Stéphane Masfrand, Yujiro Okuya, Patrick Bourdot.
A VR-CAD Data Model for Immersive Design.
International Conference on Augmented Reality, Virtual Reality and Computer Graphics. Lecture Notes in Computer Science, vol 10324. Springer, Cham, 2017.

Jacob Montiel, Albert Bifet, Talel Abdessalem.
Predicting over-indebtedness on batch and streaming data.
BigData 2017:1504-1513

Heitor Murilo Gomes, Jean Paul Barddal, Fabrício Enembreck, Albert Bifet.
A Survey on Ensemble Learning for Data Stream Classification.
ACM Comput. Surv. 50(2):23:1-23:36 (2017)

Heitor Murilo Gomes, Albert Bifet, Jesse Read, Jean Paul Barddal, Fabrício Enembreck, Bernhard Pfharinger, Geoff Holmes, Talel Abdessalem.
Adaptive random forests for evolving data stream classification.
Machine Learning 106(9-10):1469-1495 (2017)

Thomas Rebele, Arash Nekoei, Fabian M. Suchanek.
Using YAGO for the Humanities.
Workshop on Humanities in the Semantic Web (WHISE), 2017

Thomas Rebele, Katerina Tzompanaki, Fabian M. Suchanek.
Visualizing the addition of missing words to regular expressions.
International Semantic Web Conference (ISWC) demo track, 2017

Danai Symeonidou, Luis Galárraga, Nathalie Pernelle, Fatiha Saïs, Fabian M. Suchanek.
VICKEY: Mining Conditional Keys on Knowledge Bases.
International Semantic Web Conference (ISWC), 2017

Julien Tourille, Olivier Ferret, Xavier Tannier, Aurélie Névéol.
LIMSI-COT at SemEval-2017 Task 12: Neural Architecture for Temporal Information Extraction from Clinical Narratives.
Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017)

Julien Tourille, Olivier Ferret, Xavier Tannier, Aurélie Névéol.
LIMSI at SemEval-2017 Task 12: Neural Architecture forTemporal Information Extraction from Clinical Narratives.
Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval 2017).

Julien Tourille, Olivier Ferret, Xavier Tannier, Aurélie Névéol.
Temporal information extraction from clinical text.
Proceedings of the European Chapter of the ACL (EACL 2017, short paper), pp. 739-745. Valencia, Spain, April 2017.

Yifan Yang, Jamal Atif, Isabelle Bloch.
Raisonnement abductif en logique de description exploitant les domaines concrets spatiaux pour l'interpretation d'images.
Revue d'Intelligence Artificielle, 31(1-2):11-39,2017.

2016

Raphaël Bonaque, Tien Duc Cao, Bogdan Cautis, François Goasdoué, Javier Letelier, Ioana Manolescu, O. Mendoza, Swen Ribeiro, Xavier Tannier, M. Thomazo.
Mixed-instance querying: a lightweight integration architecture for data journalism.
Proceedings of the VLDB Endowment 9 (13), 1513-1516. VLDB, Sep 2016, New Delhi, India.

Raphaël Bonaque, Bogdan Cautis, François Goasdoué, Ioana Manolescu.
Recherche Sociale, Structurée et Sémantique.
32e Conférence sur la Gestion de Données - Principes, Technologies et Applications, Nov 2016, Poitiers, France.

Fragkiskos D. Malliaros, Maria-Evgenia G. Rossi, Michalis Vazirgiannis.
Locating influential nodes in complex networks.
Scientific reports, Nature Publishing Group, 2016.

Maria-Evgenia G. Rossi, Michalis Vazirgiannis.
Exploring Network Centralities in Spreading Processes.
2nd International Symposium on Web Algorithms (iSWAG), 2016.

Paul Ilhe, François Roueff, Éric Moulines, Antoine Souloumiac.
Nonparametric estimation of a shot-noise process.
SSP 16 - Statistical Signal Processing Workshop, Jun 2016, Palma de Mallorca, Spain.

Paul Ilhe, Francois Roueff, Éric Moulines, Antoine Souloumiac.
Désempilement non-paramétrique de la densité d'un processus shot-noise.
Journées des statistiques 2016, Montpellier, France

Hiep Le, Thomas Rebele, Fabian M. Suchanek.
Open Digital Forms.
Theory and Practice of Digital Libraries (TPDL/ECDL) demo track, 2016

Can Liu, Olivier Chapuis, Michel Beaudouin-Lafon, Eric Lecolinet.
Shared Interaction on a Wall-Sized Display in a Data Manipulation Task.
Proceedings of the 34th international conference on Human factors in computing systems, May 2016, San Jose, United States. ACM, pp.1-12, CHI '16, 2016.

Fabian M. Suchanek, Colette Menard, Meghyn Bienvenu, Cyril Chapellier.
What if machines could be creative?.
International Semantic Web Conference (ISWC) demo track, 2016

Fabian M. Suchanek, Colette Menard, Meghyn Bienvenu, Cyril Chapellier.
Can you imagine... a language for combinatorial creativity?.
International Semantic Web Conference (ISWC), 2016

Fabian M. Suchanek, Gerhard Weikum.
Knowledge Representation in Entity-Centric Knowledge Bases.
RUSSIR Summer School invited paper, 2016

David Montoya, Thomas Pellissier Tanon, Serge Abiteboul, Fabian M. Suchanek.
Thymeflow, a personal knowledge base with spatio-temporal data.
International Conference on Information and Knowledge Management (CIKM) demo track, 2016

Thomas Rebele, Fabian M. Suchanek, Johannes Hoffart, Joanna Asia Biega, Erdal Kuzey, Gerhard Weikum.
YAGO: a multilingual knowledge base from Wikipedia, Wordnet, and Geonames.
International Semantic Web Conference (ISWC) short paper track, 2016

Konstantinos Skianis, Maria Evgenia G. Rossi, Fragkiskos D. Malliaros, Michalis Vazirgiannis.
SpreadViz: Analytics and Visualization of Spreading Processes in Social Networks.
IEEE International Conference on Data Mining(ICDM), Barcelona, Spain, December 2016.

Julien Tourille, Olivier Ferret, Aurélie Névéol, Xavier Tannier.
LIMSI-COT at SemEval-2016 Task 12: Temporal relation identification using a pipeline of classifiers.
Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval 2016). San Diego, USA, June 2016. Selected for the "Best of SemEval 2016"

Julien Tourille, Olivier Ferret, Aurélie Névéol, Xavier Tannier.
Extraction de relations temporelles dans des dossiers électroniques patient.
Actes de la Conférence Traitement Automatique des Langues Naturelles (TALN 2016, article court). Paris, France, July 2016.

Gerhard Weikum, Johannes Hoffart, Fabian M. Suchanek.
Ten Years of Knowledge Harvesting: Lessons and Challenges.
Data Engineering Bulletin, 2016

Yifan Yang, Jamal Atif, Isabelle Bloch.
Abductive reasoning for image interpretation based on spatial concrete domains and description logics.
Conférence Nationale en Intelligence Artificielle RFIA-CNIA, pp. 181-188, Clermont-Ferrand, France, 2016.

Yifan Yang, Ricardo De Aldama, Jamal Atif, Isabelle Bloch.
Efficient semantic tableau generation for abduction in propositional logic.
European Conference on Articial Intelligence (ECAI), The Hague, The Netherlands, 2016.

2015

Serge Abiteboul, Luna Dong, Oren Etzioni, Divesh Srivastava, Gerhard Weikum, Julia Stoyanovich, Fabian M. Suchanek.
The elephant in the room: getting value from Big Data.
Web and Databases (WebDB) short paper track, 2015

Maria-Evgenia G. Rossi, Fragkiskos D. Malliaros, Michalis Vazirgiannis.
Spread it good, spread it fast: Identification of influential nodes in social networks.
International World Wide Web Conference (WWW), Florence, Italy, May 2015.

Johannes Hoffart, Nicoleta Preda, Fabian M. Suchanek, Gerhard Weikum.
Knowledge Bases for Web Content Analytics.
World Wide Web (WWW) tutorial, 2015

Paul Ilhe, Éric Moulines, François Roueff, Antoine Souloumiac.
Nonparametric estimation of mark's distribution of an exponential Shot-noise process.
Electronic Journal of Statistics, 9, 2 (2015), 3098-3123. Institute of Mathematical Statistics and Bernouilli Society.

Paul Ilhe, Francois Roueff, Éric Moulines, Antoine Souloumiac.
Estimation non-paramétrique de la loi des marques d'un shot-noise exponentiel.
25e Colloque GRETSI sur le Traitement du Signal et des Images, Lyon, France, 2015.

Ziad Ismail, Danai Symeonidou, Fabian M. Suchanek.
DIVINA: Discovering Vulnerabilities of Internet Accounts.
World Wide Web Conference (WWW) demo track, 2015

Yifan Yang, Jamal Atif, Isabelle Bloch.
Abductive reasoning using tableau methods for high-level image interpretation.
German Conference on Articial Intelligence, KI2015, volume LNAI 9324, pages 356-365, Dresden, Germany, 2015.

2014

Raphaël Bonaque, Bogdan Cautis, François Goasdoué, Ioana Manolescu.
Toward Social, Structured and Semantic Search.
Surfacing the Deep and the Social Web (SDSW), Oct 2014, Riva del Garda, Trentino, Italy. 8 pages.

Joana E. Gonzales Malaverri, André Santanchè, Claudia Bauzer Medeiros.
A provenance-based approach to evaluate data quality in eScience.
International Journal of Metadata, Semantics, and Ontologies, 9, 1 (February 2014), 15-28.

Can Liu, Olivier Chapuis, Michel Beaudouin-Lafon, Éric Lecolinet, Wendy E. Mackay.
Effects of Display Size and Navigation Type on a Classification Task.
ACM. CHI '14, Apr 2014, Toronto, Canada. 10 p., 2014. Best Paper Award.