Céline Robardet

Professor

Team(s)	DM2L
Institution	Institut National des Sciences Appliquées de Lyon
Location	Blaise Pascal (INSA)
Email	celine.robardet at liris.cnrs.fr
Professional phone number	04 72 43 76 29
Personal page	http://liris.cnrs.fr/celine.robardet

Publications (IdHAL : celine-robardet)

Publications LIRIS pour Céline Robardet (130)

2023 (4)

Journals (2)

International journals with peer review (2)

Mouloud Iferroudjene, Corentin Lonjarret, Céline Robardet, Marc Plantevit & Martin Atzmueller (2023). "Methods for explaining Top-N recommendations through subgroup discovery". Data Mining and Knowledge Discovery, vol. 37, #2, pp. 833-872. doi : 10.1007/s10618-022-00897-2. HAL : hal-03845678. .
Louis Duvivier, Rémy Cazabet & Céline Robardet (2023). "Graph model selection by edge probability prequential inference". Journal of Complex Networks. doi : 10.1093/comnet/cnad011. HAL : hal-04355823.

Conferences (2)

International conferences with peer review (2)

Léonard Tschora, Erwan Pierre, Marc Plantevit & Céline Robardet (2023). "Forecasting Electricity Prices: An Optimize Then Predict-Based Approach". Intelligent Data Analysis 2023, 14 avril 2023, Louvain-la_Neuve (Belgium), pp. 446-458. doi : 10.1007/978-3-031-30047-9_35. HAL : hal-04114222. .
Timothée Chane-Haï, Samuel Vercraene, Céline Robardet & Thibaud Monteiro (2023). "Improving the non-urgent sanitary transportation". 7th International Conference on Control, Automation and Diagnosis (ICCAD 2023), 12 mai 2023, Rome (Italy). doi : 10.1109/ICCAD57653.2023.10152350. HAL : hal-04423051. .

2022 (12)

Journals (5)

International journals with peer review (5)

Léonard Tschora, Erwan Pierre, Marc Plantevit & Céline Robardet (2022). "Electricity price forecasting on the day-ahead market using machine learning". Applied Energy, vol. 313, p. 118752. doi : 10.1016/j.apenergy.2022.118752. HAL : hal-03621974. .
Louis Duvivier, Rémy Cazabet & Céline Robardet (2022). "Graph space: using both geometric and probabilistic structure to evaluate statistical graph models!". Journal of Complex Networks. doi : 10.1093/comnet/cnac006. HAL : hal-03879395. .
Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "On GNN explanability with activation rules". Data Mining and Knowledge Discovery. doi : 10.1007/s10618-022-00870-z. HAL : hal-03821784. .
Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "In pursuit of the hidden features of GNN’s internal representations". Data and Knowledge Engineering, vol. 142, p. 102097. doi : 10.1016/j.datak.2022.102097. HAL : hal-03898323.
Rafael Ramos Tubino, Céline Robardet & Rémy Cazabet (2022). "Towards a better identification of Bitcoin actors by supervised learning". Data and Knowledge Engineering, vol. 142, p. 102094. doi : 10.1016/j.datak.2022.102094. HAL : hal-03879416. .

Conferences (6)

International conferences with peer review (4)

Timothée Chane-Haï, Samuel Vercraene, Céline Robardet & Thibaud Monteiro (2022). "Guidage des métaheuristiques par machine-learning, application au transport d'enfants en situation de handicap". 23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, 25 février 2022, Villeurbanne - Lyon (France). HAL : hal-03595296. .
Rafael Ramos Tubino, Rémy Cazabet & Céline Robardet (2022). "Vers une meilleure identification d'acteurs de Bitcoin par apprentissage supervisé". Conférence francophone sur l'Extraction et la Gestion des Connaissances (EGC 2022), 28 janvier 2022, Blois (France), pp. 171-182. HAL : hal-04193274. .
Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNN". Extraction et Gestion des Connaissances (EGC 2022), 28 janvier 2022, Blois (France), pp. 159-170. HAL : hal-03921033. .
Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "What Does My GNN Really Capture? On Exploring Internal GNN Representations". International Joint Conference on Artificial Intelligence 2022, 22 juillet 2022, Vienna (Austria). HAL : hal-03700710. .

National conferences with peer review (1)

Youcef Remil, Anes Bendimerad, Marc Plantevit, Céline Robardet & Mehdi Kaytoue (2022). "Découverte de sous-groupes de prédictions interprétables pour le triage d'incidents". Extraction et Gestion des Connaissances (EGC'2022), 24 janvier 2022, Blois (France). HAL : hal-03627854. .

Other conferences (1)

Florence Gondret, Masoomeh Taghipoor, Aurélien Madouasse, Alexandre Termier, Claire Verplanck, Céline Robardet, Romain Piovan & Edouard Asselin (2022). "WAIT4: un projet collaboratif sur l'évaluation en dynamique du bien-être des animaux d'élevage - de la captation de la donnée à la découverte de motifs signifiants et de seuils d'alertes spécifiques". Annual meeting - Metaprogram DIGIT-BIO Biologie numérique pour explorer et prédire le vivant, 9 décembre 2022, Ecully (France). HAL : hal-04337044. .

Others (1)

Pierre Duluard, Xinqing Li, Marc Plantevit, Céline Robardet & Romain Vuillemot (2022). "Discovering and Visualizing Tactics in a Table Tennis Game Based on Subgroup Discovery". HAL : hal-03768114. .

2021 (5)

Journals (1)

International journals with peer review (1)

Anes Bendimerad, Marc Plantevit, Céline Robardet & Sihem Amer-Yahia (2021). "User-driven geolocated event detection in social media". IEEE Transactions on Knowledge and Data Engineering, vol. 33, #2, pp. 796-809. doi : 10.1109/TKDE.2019.2931340. HAL : hal-02272082. .

Conferences (3)

International conferences with peer review (3)

Timothée Chane-Haï, Samuel Vercraene, Céline Robardet & Thibaud Monteiro (2021). "Knowledge-guided search applied to the transportation of disabled people". Smart Healthcare International Conference - SHeIC 2021, 3 décembre 2021, Troyes (France) (France). HAL : hal-04398625. .
Youcef Remil, Anes Bendimerad, Marc Plantevit, Céline Robardet & Mehdi Kaytoue (2021). "Interpretable Summaries of Black Box Incident Triaging with Subgroup Discovery". 8th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2021), 9 octobre 2021, Porto (Portugal). doi : 10.1109/DSAA53316.2021.9564164. ArXiv : 2108.03013. HAL : hal-03318094. .
Mohamed Benabdelkrim, Céline Robardet & Jean Savinien (2021). "Leveraging semantic for community mining in multilayer networks". Canadian AI, 25 mai 2021, Vancouver (Canada). HAL : hal-03340780. .

Others (1)

Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2021). "On GNN explanability with activation patterns". HAL : hal-03367714. .

2020 (6)

Journals (2)

International journals with peer review (2)

Mohamed Benabdelkrim, Clément Levallois, Jean Savinien & Céline Robardet (2020). "Opening Fields : A Methodological Contribution to the Identification of Heterogeneous Actors in Unbounded Relational Orders". M@n@gement, vol. 23, #1, 4-18 p. doi : 10.37725/mgmt.v23.4245. HAL : hal-02529429. .
Anes Bendimerad, Ahmad Mel, Jefrey Lijffijt, Marc Plantevit, Céline Robardet & Tijl De Bie (2020). "SIAS-miner: mining subjectively interesting attributed subgraphs". Data Mining and Knowledge Discovery, vol. 34, #2, pp. 355-393. doi : 10.1007/s10618-019-00664-w. HAL : hal-02378174.

Conferences (4)

International conferences with peer review (4)

Anes Bendimerad, Jefrey Lijffijt, Marc Plantevit, Céline Robardet & Tijl De Bie (2020). "Gibbs Sampling Subjectively Interesting Tiles". Advances in Intelligent Data Analysis {XVIII} - 18th International Symposium on Intelligent Data Analysis (IDA 2020), Konstanz (on line) (Germany). doi : 10.1007/978-3-030-44584-3_7. HAL : hal-02960847. .
Mohamed Benabdelkrim, Jean Savinien & Céline Robardet (2020). "Finding interest groups from Twitter lists". SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, 30 mars 2020, Brno Czech Republic (France), pp. 1885-1887. doi : 10.1145/3341105.3374077. HAL : hal-03340772. .
Louis Duvivier, Rémy Cazabet & Céline Robardet (2020). "Edge based stochastic block model statistical inference". COMPLEX NETWORKS, 1 décembre 2020, Madrid (Spain), pp. 462-473. doi : 10.1007/978-3-030-65351-4_37. ArXiv : 2106.13571. HAL : hal-03340026. .
Corentin Lonjarret, Céline Robardet, Marc Plantevit, Roch Auburtin & Martin Atzmueller (2020). "Why Should I Trust This Item? Explaining the Recommendations of any Model". IEEE International Conference on Data Science and Advanced Analytics (DSAA), 9 octobre 2020, Sydney (Australia). doi : 10.1109/DSAA49011.2020.00067. HAL : hal-02965196.

2019 (9)

Journals (2)

International journals with peer review (2)

Carmen Licón, Guillaume Bosc, Mohammed Sabri, Marylou Mantel, Arnaud Fournel, Caroline Bushdid, Jérôme Golebiowski, Céline Robardet, Marc Plantevit et al. (2019). "Chemical features mining provides new descriptive structure-odor relationships". PLoS Computational Biology, vol. 15, #4, e1006945. doi : 10.1371/journal.pcbi.1006945. HAL : hal-02343686.
Mohamed Ali Hammal, Hélène Mathian, Luc Merchez, Marc Plantevit & Céline Robardet (2019). "Rank correlated subgroup discovery". Journal of Intelligent Information Systems. doi : 10.1007/s10844-019-00555-y. HAL : hal-02093496.

Conferences (5)

International conferences with peer review (5)

Mohamed-Ali Hammal, Bernardo Abreu, Marc Plantevit & Céline Robardet (2019). "Sampling Rank Correlated Subgroups". Distributed Computing and Artificial Intelligence, 16th International Conference, 28 juin 2019, Avila, Espagne (Spain), pp. 217-225. doi : 10.1007/978-3-030-23887-2_25. HAL : hal-04076705.
Adnene Belfodil, Aimene Belfodil, Anes Bendimerad, Philippe Lamarre, Céline Robardet, Mehdi Kaytoue & Marc Plantevit (2019). "FSSD - A Fast and Efficient Algorithm for Subgroup Set Discovery". IEEE International Conference on Data Science and Advanced Analytics (DSAA), 5 octobre 2019, Washington DC (United States of America). doi : 10.1109/DSAA.2019.00023. HAL : hal-02355503. .
Louis Duvivier, Céline Robardet & Rémy Cazabet (2019). "Minimum entropy stochastic block models neglect edge distribution heterogeneity". 8th International Conference on Complex Networks and Their Applications (COMPLEX NETWORKS 2019), 12 décembre 2019, Lisbonne (Portugal), pp. 545-555. doi : 10.1007/978-3-030-36687-2_45. ArXiv : 1910.07879. HAL : hal-03339803. .
Corentin Lonjarret, Marc Plantevit, Céline Robardet & Roch Auburtin (2019). "Recommandation séquentielle à base de séquences fréquentes". Extraction et Gestion des Connaissances (EGC), 21 janvier 2019, Metz (France). HAL : hal-02914391. .
Anes Bendimerad, Jefrey Lijffijt, Marc Plantevit, Céline Robardet & Tijl De Bie (2019). "Contrastive antichains in hierarchies". SIGKDD 2019, 8 août 2019, Anchorage, Alaska (United States of America), 294:304. doi : 10.1145/3292500.3330954. HAL : hal-02114775. .

Book edition (books, chapters, seminars, congress, special numbers) (2)

Ronan Hamon, Pierre Borgnat, Patrick Flandrin & Céline Robardet (2019). "Transformation from Graphs to Signals and Back". Vertex-Frequency Analysis of Graph Signals, Springer International Publishing, pp. 111-139. doi : 10.1007/978-3-030-03574-7_2. HAL : hal-01949745.
Céline Robardet, Anna Monreale, Livio Bioglio, Carlos Alzate, Valerio Bitetta, Ilaria Bordino, Guido Caldarelli, Andrea Ferretti, Riccardo Guidotti et al. (2019). "ECML PKDD 2018 Workshops - MIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, Proceedings". HAL : hal-02016451.

2018 (3)

Journals (1)

International journals with peer review (1)

Anes Bendimerad, Marc Plantevit & Céline Robardet (2018). "Mining exceptional closed patterns in attributed graphs". Knowledge and Information Systems (KAIS), vol. 56, #1, pp. 1-25. doi : 10.1007/s10115-017-1109-2. HAL : hal-01625007. .

Conferences (2)

International conferences with peer review (2)

Anes Bendimerad, Ahmad Mel, Jefrey Lijffijt, Marc Plantevit, Céline Robardet & Tijl De Bie (2018). "Mining Subjectively Interesting Attributed Subgraphs". INTERNATIONAL WORKSHOP ON MINING AND LEARNING WITH GRAPHS, held with SIGKDD 2018, 20 août 2018, Londres (United Kingdom). HAL : hal-02060190. .
Maëlle Moranges, Marc Plantevit, Arnaud Fournel, Moustafa Bensafi & Céline Robardet (2018). "Exceptional Attributed Subgraph Mining To Understand The Olfactory Percept". 21st International Conference on Discovery Science, 31 octobre 2018, Limassol (Cyprus), pp. 276-291. HAL : hal-01878375. .

2017 (4)

Journals (1)

International journals with peer review (1)

Mehdi Kaytoue, Marc Plantevit, Albrecht Zimmermann, Anes Bendimerad & Céline Robardet (2017). "Exceptional contextual subgraph mining". Machine Learning, vol. 106, #08, pp. 1171-1211. doi : 10.1007/s10994-016-5598-0. HAL : hal-01488732. .

Conferences (3)

International conferences with peer review (3)

Aimene Belfodil, Sergei Kuznetsov, Céline Robardet & Mehdi Kaytoue (2017). "Mining Convex Polygon Patterns with Formal Concept Analysis". The Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI), 25 août 2017, Melbourne (Australia), pp. 1425-1432. doi : 10.24963/ijcai.2017/197. HAL : hal-01573841. .
Anes Bendimerad, Rémy Cazabet, Marc Plantevit & Céline Robardet (2017). "Contextual Subgraph Discovery With Mobility Models". COMPLEX NETWORKS 2017, 29 novembre 2017, Lyon (France), pp. 477-489. HAL : hal-01625068. .
Quentin Labernia, Victor Codocedo, Céline Robardet & Mehdi Kaytoue (2017). "Mining the Lattice of Binary Classifiers for Identifying Duplicate Labels in Behavioral Data". 30th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, 30 juin 2017, Arras (France), pp. 40-21. doi : 10.1007/978-3-319-60045-1_2. HAL : hal-01551395. .

2016 (10)

Journals (3)

International journals with peer review (3)

Ronan Hamon, Pierre Borgnat, Patrick Flandrin & Céline Robardet (2016). "Extraction of Temporal Network Structures from Graph-based Signals". IEEE Transactions on Signal and Information Processing over Networks, vol. 2, #2, pp. 215-226. doi : 10.1109/TSIPN.2016.2530562. HAL : hal-01330184. .
Marc Plantevit, Céline Robardet & Vasile-Marian Scuturici (2016). "Graph Dependency Construction Based on Interval-based Event Dependencies Detection in Data Streams". Intelligent Data Analysis, vol. 202, pp. 223-256. doi : 10.3233/IDA-160803. HAL : hal-01130544.
Ronan Hamon, Pierre Borgnat, Patrick Flandrin & Céline Robardet (2016). "Relabelling vertices according to the network structure by minimizing the cyclic bandwidth sum". Journal of Complex Networks, vol. 4, #4, pp. 534-560. doi : 10.1093/comnet/cnw006. HAL : ensl-01556074.

Conferences (3)

International conferences with peer review (1)

Guillaume Bosc, Jérôme Golebiowski, Moustafa Bensafi, Céline Robardet, Marc Plantevit, Jean-François Boulicaut & Mehdi Kaytoue (2016). "Local subgroup discovery for eliciting and understanding new structure-odor relationships". Discovery Science: 19th International Conference, DS 2016, 21 octobre 2016, Bari (Italy), pp. 19-34. doi : 10.1007/978-3-319-46307-0_2. HAL : hal-01346660. .

National conferences with peer review (2)

Quentin Labernia, Victor Codocedo, Mehdi Kaytoue & Céline Robardet (2016). "Découverte de labels dupliqués par l'exploration du treillis des classifieurs binaires". 16 ème journées Francophones Extraction et Gestion des Connaissances, 22 janvier 2016, Reims (France), pp. 255-266. HAL : hal-01265202. .
Aimene Belfodil, Mehdi Kaytoue, Céline Robardet, Marc Plantevit & Julien Zarka (2016). "Une méthode de découverte de motifs contextualisés dans les traces de mobilité d'une personne". 16ème Journées Francophones Extraction et Gestion des Connaissances, 22 janvier 2016, Reims (France), pp. 63-68. HAL : hal-01265204. .

Book edition (books, chapters, seminars, congress, special numbers) (2)

Jean-François Boulicaut, Marc Plantevit & Céline Robardet (2016). "Local Pattern Detection in Attributed Graphs". Solving Large Scale Learning Tasks. Challenges and Algorithms - Essays Dedicated to Katharina Morik on the Occasion of Her 60th Birthday, pp. 168-183. doi : 10.1007/978-3-319-41706-6_8. HAL : hal-02016506.
Céline Robardet (2016). "Special Issue of the ECMLPKDD 2016 Journal Track". Thomas Gartner, Mirco Nanni, Andrea Passerini, Céline Robardet. HAL : hal-02016362.

Others (2)

Thomas Gärtner, Mirco Nanni, Andrea Passerini & Céline Robardet (2016). "ECML PKDD 2016 Journal Track Special Issue". HAL : hal-02016354.
Thomas Gärtner, Mirco Nanni, Andrea Passerini & Céline Robardet (2016). "ECML PKDD 2016 Journal Track Special Issue of Machine Learning". HAL : hal-02158003.

2015 (5)

Journals (1)

International journals with peer review (1)

Mehdi Kaytoue, Yoann Pitarch, Marc Plantevit & Céline Robardet (2015). "What effects topological changes in dynamic graphs?". Social Network Analysis and Mining, vol. 5, #55, 55:1-55:17. doi : 10.1007/s13278-015-0294-9. HAL : hal-01221698. .

Conferences (3)

International conferences with peer review (3)

Houdyer Pierre, Albrecht Zimmermann, Mehdi Kaytoue, Marc Plantevit, Joseph Mitchell & Céline Robardet (2015). "Gazouille: Detecting and Illustrating Local Events from Geolocalized Social Media Streams". European Conference on Machine Learning and Knowledge Discovery in Databases, Porto (Portugal), pp. 276-280. doi : 10.1007/978-3-319-23461-8_29. HAL : hal-01193030.
Albrecht Zimmermann, Mehdi Kaytoue, Marc Plantevit, Céline Robardet & Jean-François Boulicaut (2015). "Profiling users of the Vélo 'v bike sharing system". 2nd International Workshop on Mining Urban Data (MUD), 11 juillet 2015, Lille (France), pp. 63-64. HAL : hal-01193017. .
Ronan Hamon, Pierre Borgnat, Cédric Févotte, Patrick Flandrin & Céline Robardet (2015). "Factorisation de réseaux temporels : étude des rythmes hebdomadaires du système Vélo'v". Colloque GRETSI 2015, 12 septembre 2015, Lyon (France). HAL : hal-01199256. .

Reports (1)

Research reports/tecnical reports (1)

Ronan Hamon, Pierre Borgnat, Patrick Flandrin & Céline Robardet (2015). "Discovering the structure of complex networks: Implementation and Complexity of the heuristic MACH". Technical report. HAL : ensl-01160737. .

2014 (5)

Journals (1)

International journals with peer review (1)

Marie Vogel, Ronan Hamon, Guillaume Lozenguez, Luc Merchez, Patrice Abry, Julien Barnier, Pierre Borgnat, Patrick Flandrin, Isabelle Mallon & Céline Robardet (2014). "From bicycle sharing system movements to users: a typology of Vélo’v cyclists in Lyon based on large-scale behavioural dataset". Journal of Transport Geography, vol. 41, pp. 280-291. doi : 10.1016/j.jtrangeo.2014.07.005. HAL : hal-01313177.

Conferences (4)

International conferences with peer review (4)

Marc Plantevit, Vasile-Marian Scuturici & Céline Robardet (2014). "Temporal Dependency Detection Between Interval-Based Event Sequences". New Frontiers in Mining Complex Patterns - Third International Workshop, NFMCP, Held in Conjunction with ECML-PKDD, Nancy, France, Revised Selected Papers, 19 septembre 2014, Nancy (France), pp. 132-146. HAL : hal-01979495.
Mehdi Kaytoue, Yoann Pitarch, Marc Plantevit & Céline Robardet (2014). "Triggering Patterns of Topology Changes in Dynamic Graphs". The 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 17 août 2014, Beijing, China (China), 55:1-55:17. doi : 10.1109/ASONAM.2014.6921577. HAL : hal-01301075.
Ronan Hamon, Pierre Borgnat, Patrick Flandrin & Céline Robardet (2014). "Nonnegative matrix factorization to find features in temporal networks". 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 9 mai 2014, Florence (Italy), SPTM-P4.1. HAL : ensl-00989760. .
Elise Desmier, Marc Plantevit, Céline Robardet & Jean-François Boulicaut (2014). "Granularity of co-Evolution Patterns in Dynamic Attributed Graphs". The Thirteenth International Symposium on Intelligent Data Analysis IDA 2014, 30 octobre 2014, Leuven (Belgium), pp. 84-95. HAL : hal-01301086.

2013 (10)

Journals (2)

International journals with peer review (2)

Dino Ienco, Céline Robardet, Ruggero Pensa & Rosa Meo (2013). "Parameter-less co-clustering for star-structured heterogeneous data". Data Mining and Knowledge Discovery, vol. 26, #2, pp. 217-254. doi : 10.1007/s10618-012-0248-z. HAL : hal-00794744. .
Adriana Bechara Prado, Marc Plantevit, Céline Robardet & Jean-François Boulicaut (2013). "Mining Graph Topological Patterns: Finding Co-variations among Vertex Descriptors". IEEE Transactions on Knowledge and Data Engineering, vol. 25, pp. 2090-2104. doi : 10.1109/TKDE.2012.154. HAL : hal-01351727. .

Conferences (5)

International conferences with peer review (4)

Ronan Hamon, Pierre Borgnat, Patrick Flandrin & Céline Robardet (2013). "Tracking of a dynamic graph using a signal theory approach : application to the study of a bike sharing system". ECCS'13, 20 septembre 2013, Barcelone (Spain), p. 101. HAL : ensl-00875089. .
Elise Desmier, Marc Plantevit, Céline Robardet & Jean-François Boulicaut (2013). "Trend Mining in Dynamic Attributed Graphs". Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, 23 septembre 2013, Prague (Czech Republic), pp. 654-669. doi : 10.1007/978-3-642-40988-2_42. HAL : hal-01339225.
Ronan Hamon, Pierre Borgnat, Patrick Flandrin & Céline Robardet (2013). "Networks as Signals, with an Application to Bike Sharing System". GlobalSIP 2013, 5 décembre 2013, Austin (United States of America), IPN.PB.8. HAL : ensl-00875187. .
Céline Robardet, Vasile-Marian Scuturici, Marc Plantevit & Antoine Fraboulet (2013). "When TEDDY meets GrizzLY: Temporal Dependency Discovery for Triggering Road Deicing Operations (Demo)". KDD, 11 août 2013, Chicago, IL (United States of America), pp. 1490-1493. doi : 10.1145/2487575.2487706. HAL : hal-01339189.

National conferences with peer review (1)

Ronan Hamon, Pierre Borgnat, Patrick Flandrin & Céline Robardet (2013). "Transformation de graphes dynamiques en signaux non stationnaires". Colloque GRETSI 2013, 6 septembre 2013, Brest (France), p. 251. HAL : ensl-00875085. .

HDR, thesis (1)

HDR (1)

Céline Robardet (2013). "Constraint-based pattern mining approaches for the analysis of relational attributed dynamic graphs". HAL : hal-01478974. .

Book edition (books, chapters, seminars, congress, special numbers) (1)

Pierre Borgnat, Céline Robardet, Patrice Abry, Patrick Flandrin, Jean-Baptiste Rouquier & Nicolas Tremblay (2013). "A Dynamical Network View of Lyon's Vélo'v Shared Bicycle System". Dynamics On and Of Complex Networks, Volume 2: Applications to Time-Varying Dynamical Systems, A. Mukherjee, M. Choudhury, F. Peruani, N. Ganguly, B. Mitra, springer, pp. 267-284. HAL : hal-01339131.

Reports (1)

Research reports/tecnical reports (1)

Ronan Hamon, Céline Robardet, Pierre Borgnat & Patrick Flandrin (2013). "Relabeling nodes according to the structure of the graph". HAL : ensl-00878041. .

2012 (5)

Journals (2)

International journals with peer review (2)

Hendrik Blockeel, Toon Calders, Elisa Fromont, Bart Goethals, Adriana Prado & Céline Robardet (2012). "An Inductive Database System Based on Virtual Mining Views". Data Mining and Knowledge Discovery, vol. 24, #1, pp. 265-287. doi : 10.1007/s10618-011-0229-7. HAL : hal-00599315. .
Sebastian Grauwin, Guillaume Beslon, Eric Fleury, Sara Franceschelli, Céline Robardet, Jean-Baptiste Rouquier & Pablo Jensen (2012). "Complex Systems Science: Dreams of Universality, Reality of Interdisciplinarity". Journal of the American Society for Information Science and Technology, vol. 63, #7, 10.1002/asi.22644. doi : 10.1002/asi.22644. ArXiv : 1206.2216. HAL : hal-00706567. .

Conferences (2)

International conferences with peer review (1)

Elise Desmier, Marc Plantevit, Céline Robardet & Jean-François Boulicaut (2012). "Cohesive Co-Evolution Patterns in Dynamic Attributed Graphs". Discovery Science - 15th International Conference (DS 2012), 29 octobre 2012, Lyon (France), pp. 110-124. doi : 10.1007/978-3-642-33492-4_11. HAL : hal-01353051.

National conferences with peer review (1)

Adriana Bechara Prado, Marc Plantevit, Céline Robardet & Jean-François Boulicaut (2012). "Extraction de co-variations entre des propriétés de sommets et leur position topologique dans un graphe attribué.". Actes Extraction et Gestion de Connaissances EGC'12, 31 janvier 2012, Bordeaux (France), pp. 267-278. HAL : hal-01352957.

Others (1)

Julien Salotti, Marc Plantevit, Céline Robardet & Jean-François Boulicaut (2012). "Supporting the Discovery of Relevant Topological Patterns in Attributed Graphs". Demo Session of the IEEE International Conference on Data Mining (IEEE ICDM 12), 10 décembre 2012, Brussels (Belgium). Poster. doi : 10.1109/ICDMW.2012.38. HAL : hal-01353106.

2011 (3)

Journals (1)

International journals with peer review (1)

Pierre Borgnat, Céline Robardet, Jean-Baptiste Rouquier, Patrice Abry, Eric Fleury & Patrick Flandrin (2011). "Shared Bicycles in a City: A Signal Processing and Data Analysis Perspective". Advances in Complex Systems (ACS), vol. 14, #3, pp. 415-438. doi : 10.1142/S0219525911002950. HAL : ensl-00490325. .

Conferences (1)

International conferences with peer review (1)

Luc Merchez, G. Michau, Céline Robardet, Pablo Jensen, Patrice Abry, Patrick Flandrin & Pierre Borgnat (2011). "Peut-on attraper les utilisateurs de Vélo'v au Lasso ?". XXIIe Colooque GRETSI. Traitement du Signal et des Images, Bordeaux (France). HAL : halshs-01314675.

Book edition (books, chapters, seminars, congress, special numbers) (1)

Céline Robardet (2011). "Data Mining Techniques for Communities' Detection in Dynamic Social Networks". Handbook of Research on Methods and Techniques for Studying Virtual Communities: Paradigms and Phenomena, Ben Kei Daniel, IGI Global, pp. 88-102. doi : 10.4018/978-1-60960-040-2.ch005. HAL : hal-01354398.

2010 (3)

Journals (1)

National journals with peer review (1)

Pablo Jensen, Jean-Baptiste Rouquier, Nicolas Ovtracht & Céline Robardet (2010). "Characterizing the speed and paths of shared bicycles in Lyon". Transportation Research Part D: Transport and Environment, vol. 15, #8, pp. 522-524. doi : 10.1016/j.trd.2010.07.002. ArXiv : 1011.6266. HAL : hal-00541307. .

Book edition (books, chapters, seminars, congress, special numbers) (2)

Hendrik Blockeel, Toon Calders, Elisa Fromont, Bart Goethals, Adriana Prado & Céline Robardet (2010). "Inductive Querying with Virtual Mining Views". Inductive Databases and Constraint-Based Data Mining, Džeroski, Sašo; Goethals, Bart; Panov, Panče (Eds.), Springer, pp. 265-288. HAL : hal-00531170. .
Hendrik Blockeel, Toon Calders, Elisa Fromont, Bart Goethals, Adriana Prado & Céline Robardet (2010). "A Practical Comparative Study Of Data Mining Query Languages". Inductive Databases and Constraint-Based Data Mining, Džeroski, Sašo; Goethals, Bart; Panov, Panče (Eds.), Springer, pp. 59-78. HAL : hal-00531167. .

2009 (9)

Journals (2)

International journals with peer review (2)

Loïc Cerf, Jeremy Besson, Céline Robardet & Jean-François Boulicaut (2009). "Closed patterns meet n-ary relations". ACM Transactions on Knowledge Discovery from Data (TKDD). HAL : hal-01499247.
Eric Fleury & Céline Robardet (2009). "Communities detection and the analysis of their dynamics in collaborative networks". International Journal of Web Based Communities. doi : 10.1504/IJWBC.2009.023965. HAL : inria-00397373.

Conferences (6)

International conferences with peer review (5)

Boris Cule, Bart Goethals & Céline Robardet (2009). "A new constraint for mining sets in sequences". Proc. SIAM Int. Conf. on Data Mining SDM'09, 30 avril 2009, Sparks, Nevada (United States of America), pp. 317-328. doi : 10.1137/1.9781611972795.28. HAL : hal-01437649.
Céline Robardet (2009). "Constraint-based Pattern Mining in Dynamic Graphs". IEEE International Conference on Data Mining, 6 décembre 2009, Miami, Floride (United States of America), pp. 950-955. doi : 10.1109/ICDM.2009.99. HAL : hal-01437815.
Pierre Borgnat, Eric Fleury, Jean-Loup Guillaume & Céline Robardet (2009). "Characteristics of the Dynamic of Mobile Networks". 4th International Conference on Bio-Inspired Models of Network, Information, and Computing Systems, 11 décembre 2009, Avignon (France), pp. 130-139. doi : 10.1007/978-3-642-12808-0_13. HAL : ensl-00475969. .
Elisa Fromont, Adriana Prado & Céline Robardet (2009). "Constraint-based Subspace Clustering". SIAM International Conference on Data Mining, 2 mai 2009, Sparks, Nevada (United States of America), pp. 26-37. HAL : hal-00362829. .
Jérémy Besson & Céline Robardet (2009). "A New Way to Aggregate Preferences: Application to Eurovision Song Contests". IDA'07, - 15 septembre 2009, Ljubljana (Slovenia), pp. 152-162. HAL : hal-01535505.

National conferences with peer review (1)

Pierre Borgnat, Eric Fleury, Céline Robardet & Antoine Scherrer (2009). "Spatial analysis of dynamic movements of Vélo'v, Lyon's shared bicycle program". ECCS'09, 25 septembre 2009, Warwick (United Kingdom). HAL : ensl-00408150. .

Others (1)

Niall Adams, Céline Robardet, Arno Siebes & Jean-François Boulicaut (2009). "Advances in Intelligent Data Analysis VIII". HAL : hal-01437754.

2008 (9)

Journals (2)

International journals with peer review (2)

Johan Leyritz, Stéphane Schicklin, Sylvain Blachon, Céline Keime, Céline Robardet, Jean-François Boulicaut, Jérémy Besson, Ruggero G Pensa & Olivier Gandrillon (2008). "SQUAT: A web tool to mine human, murine and avian SAGE data.". BMC Bioinformatics, vol. 9, p. 378. doi : 10.1186/1471-2105-9-378. HAL : hal-00425133. .
Antoine Scherrer, Pierre Borgnat, Eric Fleury, Jean-Loup Guillaume & Céline Robardet (2008). "Description and simulation of dynamic mobility networks". Computer Networks, vol. 52, #15, pp. 2842-2858. doi : 10.1016/j.comnet.2008.06.007. HAL : inria-00327254. .

Conferences (5)

International conferences with peer review (4)

Antoine Scherrer, Pierre Borgnat, Eric Fleury, Jean-Loup Guillaume & Céline Robardet (2008). "A Methodology to Identify Characteristics of the Dynamic of Mobile Networks". ACM ASIAN INTERNET ENGINEERING CONFERENCE (AINTEC), Bangkok (Thailand). HAL : inria-00397374.
Loïc Cerf, Jérémy Besson, Céline Robardet & Jean-François Boulicaut (2008). "Data-Peeler: Constraint-based Closed Pattern Mining in n-ary Relations". SIAM International Conference on Data Mining SDM'08, 26 avril 2008, Atlanta (United States of America), pp. 37-48. HAL : hal-01500635.
Hendrik Blockeel, Toon Calders, Elisa Fromont, Bart Goethals, Adriana Prado & Céline Robardet (2008). "An inductive database prototype based on virtual mining views". SIGKDD international conference on Knowledge discovery and data mining, 27 août 2008, Las Vegas (United States of America), pp. 1061-1064. doi : 10.1145/1401890.1402019. HAL : hal-00372017. .
Eric Fleury, Antoine Scherrer, Pierre Borgnat, Jean-Loup Guillaume & Céline Robardet (2008). "Description and simulation of dynamic mobility networks". Dynamics on and of Complex Networks – II, Jerusalem (Israel). HAL : inria-00397375.

National conferences with peer review (1)

Jean-François Boulicaut, Federica Calevro, H. Charles, J. M. Fayard, G. Febvay, Olivier Gandrillon, Christian Gautier, Yvan Rahbé, Céline Robardet et al. (2008). "Transcriptomique". Journée INSA de Lyon "BioIngénierie / Sciences et Ingénierie du Vivant", identifiant HAL : hal-00391255
5-COM (communications sans actes), Villeurbanne (France), juillet 2008 (France), pp. 1-1. HAL : hal-00391255.

Book edition (books, chapters, seminars, congress, special numbers) (1)

Ruggero Pensa, Céline Robardet & Jean-François Boulicaut (2008). "Constraint-driven Co-Clustering of 0/1 Data". Constrained Clustering: Advances in Algorithms, S. Basu et al., Chapman & Hall/CRC Press, pp. 123-148. HAL : hal-01501910.

Others (1)

Loïc Cerf, Jérémy Besson, Céline Robardet & Jean-François Boulicaut (2008). "Constrained-Based Closed Pattern Mining in n-ary Relations". SML - Spring Workshop on Mining and Learning 2008, 1 mai 2008, Traben-Trarbach (Germany). Poster. HAL : hal-01501377.

2007 (7)

Journals (2)

National journals with peer review (2)

Sylvain Blachon, Ruggero G Pensa, Jérémy Besson, Céline Robardet, Jean-François Boulicaut & Olivier Gandrillon (2007). "Clustering formal concepts to discover biologically relevant knowledge from gene expression data.". In Silico Biology, vol. 7, 4-5, pp. 467-83. HAL : hal-00294025.
Jérémy Besson, Céline Robardet & Jean-François Boulicaut (2007). "Un algorithme générique d'extraction de bi-ensembles sous contraintes dans des données booléennes". Revue I3 - Information Interaction Intelligence, vol. HS 2007, pp. 141-160. HAL : hal-01501481.

Conferences (3)

International conferences with peer review (2)

Manel Ben Jdidia, Céline Robardet & Eric Fleury (2007). "Communities detection and analysis of their dynamics in collaborative networks". Dynamic Virtual Communities: From Connectivity to Information Society, Lyon (France). HAL : inria-00398813.
Eric Fleury, Jean-Loup Guillaume, Céline Robardet & Antoine Scherrer (2007). "Analysis of Dynamic Sensor Networks: Power Law Then What?". Second International Conference on COMmunication Systems softWAre and middlewaRE (COMSWARE 2007), Bangalore (India). HAL : inria-00398809.

National conferences with peer review (1)

Eric Fleury, Jean-Loup Guillaume, Céline Robardet & Antoine Scherrer (2007). "Loi de puissance et caractérisation des réseaux dynamiques". 9ème Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, 1 juin 2007, Ile d'Oléron (France), pp. 17-20. HAL : inria-00176964. .

Others (2)

Johan Leyritz, Céline Keime, Sylvain Blachon, Céline Robardet, Jean-François Boulicaut, Jérémy Besson, Ruggero Pensa & Olivier Gandrillon (2007). "SQUAT: a web tool to mine SAGE data.". Journées Ouvertes Biologie Informatique Mathématiques, JOBIM'07, 12 juillet 2007, Marseille (France). Poster. HAL : hal-01590433.
Loïc Cerf, Jérémy Besson, Céline Robardet & Jean-François Boulicaut (2007). "Extraction d'hyper-rectangles fermés sous contraintes". Atelier Bases de Données Inductives BDI'07 organisé dans le cadre de la plate-forme AFIA 2007, Grenoble (France). Poster. HAL : hal-01590451.

2006 (7)

Journals (1)

International journals with peer review (1)

Ruggero G. Pensa, Céline Robardet & Jean-François Boulicaut (2006). "Supporting bi-cluster interpretation in 0/1 data by means of local patterns". Journal of intelligent data analysis, vol. 10, #5, pp. 457-467. HAL : hal-01535517.

Conferences (5)

International conferences with peer review (4)

Ruggero G Pensa, Céline Robardet & Jean-François Boulicaut (2006). "Towards constrained co-clustering in ordered 0/1 data sets". ISMIS, 14 avril 2006, Bari (Italy), pp. 424-434. HAL : hal-01535515.
Jérémy Besson, Céline Robardet, Luc De Raedt & Jean-François Boulicaut (2006). "Mining bi-sets in numerical data". KIDID@ECMLPKDD, 15 septembre 2006, berlin (Germany). HAL : hal-01535501.
Jérémy Besson, Céline Robardet & Jean-François Boulicaut (2006). "Mining a new fault-tolerant pattern type as an alternative to formal concept discovery". ICCS, 15 juillet 2006, Aalborg (Denmark). HAL : hal-01535528.
Ruggero G Pensa, Jérémy Besson, Céline Robardet & Jean-François Boulicaut (2006). "Constraint-based mining of fault-tolerant patterns from Boolean data". KDID@ECMLPKDD, - 25 septembre 2006, porto (Portugal). HAL : hal-01535545.

National conferences with peer review (1)

Ruggero G Pensa, Céline Robardet & Jean-François Boulicaut (2006). "Co-classification sous contraintes". cAp 2006, 25 mai 2006, Trégastel (France). HAL : hal-01535523.

Book edition (books, chapters, seminars, congress, special numbers) (1)

Céline Robardet, Ruggero Gaetano Pensa, Jérémy Besson & Jean-François Boulicaut (2006). "Contribution to gene expression data analysis by means of set pattern mining". Constraint-based mining and Inductive Databases. HAL : hal-01535548.

2005 (5)

Journals (1)

International journals with peer review (1)

Jérémy Besson, Céline Robardet, Jean-François Boulicaut & Sophie Rome (2005). "Constraint-based Formal Concept Mining and its Application to Microarray Data Analysis". Intelligent Data Analysis, vol. 9, #1, pp. 59-82. HAL : hal-01535568. .

Conferences (3)

International conferences with peer review (3)

Jérémy Besson, Ruggero G. Pensa, Céline Robardet & Jean-François Boulicaut (2005). "Constraint-based Mining of Fault Tolerant Patterns from Boolean Data". KDID@ECMLPKDD, 30 septembre 2005, Berlin (Germany). HAL : hal-01535562.
Jérémy Besson, Céline Robardet & Jean-François Boulicaut (2005). "Approximation de concepts formels par des bi-ensembles denses et pertinents". Actes de la conférence francophone d'apprentissage automatique, CAp 2005, 3 juin 2005, Nice (France), pp. 313-328. HAL : hal-01535553.
Céline Robardet, Ruggero G Pensa & Jean-François Boulicaut (2005). "A bi-clustering framework for categorical data". 9th European Conf. on Principles and Practice of Knowledge Discovery in Databases, PKDD'05, 30 septembre 2005, Porto (Portugal), pp. 643-650. doi : 10.1007/11564126_68. HAL : hal-01535565.

Others (1)

Sylvain Blachon, Ruggero Pensa, Jérémy Besson, Céline Robardet, Jean-François Boulicaut & Olivier Gandrillon (2005). "Using formal concepts for biological knowledge discovery from human SAGE data". Journées Ouvertes Biologie Informatique Mathématiques JOBIM'05, 6 juillet 2005, Lyon, France (France). Poster. HAL : hal-01534988.

2004 (7)

Journals (1)

National journals with peer review (1)

S. Blachon, C. Robardet, Jean-François Boulicaut & O. Gandrillon (2004). "Extraction de connaissances dans les données d'expression SAGE humaines.". Informatique pour l'analyse du transcriptome. Hermes Sciences, traité IC2. HAL : hal-00124102.

Conferences (4)

International conferences with peer review (4)

Jérémy Besson, Céline Robardet & Jean-François Boulicaut (2004). "Mining formal concepts with a bounded number of exceptions from transactional data". 3rd International Workshop on Knowledge Discovery in Inductive Databasesv (KDID'04), 20 septembre 2004, Pise (Italy), pp. 33-45. doi : 10.1007/978-3-540-31841-5_3. HAL : hal-01588190. .
Cyrille Masson, Céline Robardet & Jean-François Boulicaut (2004). "Optimizing subset queries: a step towards SQL-based inductive databases for itemsets". 2004 ACM Symposium of Applied Computing, SAC'2004, 17 mars 2004, Nicosia (Cyprus), pp. 535-539. doi : 10.1145/967900.968013. HAL : hal-01590027.
Céline Robardet, Ruggero Pensa, Jérémy Besson & Jean-François Boulicaut (2004). "Using classification and visualization on pattern databases for gene expression data analysis". International Workshop on Pattern Representation and Management, PaRMa 2004, 18 mars 2004, Heraclion (Greece), pp. 107-118. HAL : hal-01589984.
Jérémy Besson, Céline Robardet & Jean-François Boulicaut (2004). "Constraint-based mining of formal concepts in transactional data". 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining PaKDD'04, 15 mai 2004, sydney (Australia), pp. 615-624. HAL : hal-01535575.

Book edition (books, chapters, seminars, congress, special numbers) (1)

Céline Robardet, Claire Nédellec & Jean-François Boulicaut (2004). "Fouille de données et analyse du transcriptome". Informatique pour l'analyse du transcriptome, Jean-François Boulicaut, Olivier Gandrillon, Lavoisier, pp. 101-141. HAL : hal-01590031.

Others (1)

Jérémy Besson, Céline Robardet, E. Meugnier, Sophie Rome & Jean-François Boulicaut (2004). "Extraction of relevant transcription modules using pattern discovery". Integrative Post-Genomics, IPG'04, 15 octobre 2004, Lyon (France). Poster. HAL : hal-01614796.

2003 (2)

Conferences (2)

International conferences with peer review (2)

Sylvain Blachon, Céline Robardet, Jean-François Boulicaut & Olivier Gandrillon (2003). "Extraction de régularités dans des données d'expression SAGE humaines". Actes Journée Informatique pour l'analyse du transcriptome JPGD'03, 13 janvier 2003, lyon (France). HAL : hal-01535493.
Olivier Gandrillon, Jean-François Boulicaut, Céline Robardet, Sylvain Blachon, Jérémy Besson & Sophie Rome (2003). "Recherche de groupes de gènes intéressants dans des données d'expression: apport des ensembles fréquents". Atelier Fouille de données biopuces à EGC 2003, Lyon, 22 janvier 2003, 23 janvier 2003, lyon (France). HAL : hal-01535497.