Céline Robardet

142
Documents

Publications

Publications

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On GNN explanability with activation patterns

Luca Veyrin-Forrer , Ataollah Kamal , Stefan Duffner , Marc Plantevit , Céline Robardet
Data Mining and Knowledge Discovery, 2024, 38 (5), pp.3227-3261. ⟨10.1007/S10618-022-00870-Z⟩
Article dans une revue hal-03367714 v1

Graph model selection by edge probability prequential inference

Louis Duvivier , Rémy Cazabet , Céline Robardet
Journal of Complex Networks, 2023, 11 (3), ⟨10.1093/comnet/cnad011⟩
Article dans une revue hal-04355823 v1
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Methods for explaining Top-N recommendations through subgroup discovery

Mouloud Iferroudjene , Corentin Lonjarret , Céline Robardet , Marc Plantevit , Martin Atzmueller
Data Mining and Knowledge Discovery, 2023, 37 (2), pp.833-872. ⟨10.1007/s10618-022-00897-2⟩
Article dans une revue hal-03845678 v1
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Towards a better identification of Bitcoin actors by supervised learning

Rafael Ramos Tubino , Céline Robardet , Rémy Cazabet
Data and Knowledge Engineering, 2022, 142, pp.102094. ⟨10.1016/j.datak.2022.102094⟩
Article dans une revue hal-03879416 v1
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Electricity price forecasting on the day-ahead market using machine learning

Léonard Tschora , Erwan Pierre , Marc Plantevit , Céline Robardet
Applied Energy, 2022, 313, pp.118752. ⟨10.1016/j.apenergy.2022.118752⟩
Article dans une revue hal-03621974 v1
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Graph space: using both geometric and probabilistic structure to evaluate statistical graph models!

Louis Duvivier , Rémy Cazabet , Céline Robardet
Journal of Complex Networks, 2022, 10 (2), ⟨10.1093/comnet/cnac006⟩
Article dans une revue hal-03879395 v1

In pursuit of the hidden features of GNN’s internal representations

Luca Veyrin-Forrer , Ataollah Kamal , Stefan Duffner , Marc Plantevit , Céline Robardet
Data and Knowledge Engineering, 2022, 142, pp.102097. ⟨10.1016/j.datak.2022.102097⟩
Article dans une revue hal-03898323 v1
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On GNN explanability with activation rules

Luca Veyrin-Forrer , Ataollah Kamal , Stefan Duffner , Marc Plantevit , Céline Robardet
Data Mining and Knowledge Discovery, 2022, 38 (5), pp.3227-3261. ⟨10.1007/s10618-022-00870-z⟩
Article dans une revue hal-03821784 v1
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User-driven geolocated event detection in social media

Anes Bendimerad , Marc Plantevit , Céline Robardet , Sihem Amer-Yahia
IEEE Transactions on Knowledge and Data Engineering, 2021, 33 (2), pp.796-809. ⟨10.1109/TKDE.2019.2931340⟩
Article dans une revue hal-02272082 v1

Sequential recommendation with metric models based on frequent sequences

Corentin Lonjarret , Roch Auburtin , Céline Robardet , Marc Plantevit
Data Mining and Knowledge Discovery, 2021, ⟨10.1007/s10618-021-00744-w⟩
Article dans une revue hal-03191177 v1
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Opening Fields : A Methodological Contribution to the Identification of Heterogeneous Actors in Unbounded Relational Orders

Mohamed Benabdelkrim , Clément Levallois , Jean Savinien , Céline Robardet
M@n@gement, 2020, 23 (1), 4-18 p. ⟨10.37725/mgmt.v23.4245⟩
Article dans une revue hal-02529429 v1
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SIAS-miner: mining subjectively interesting attributed subgraphs

Anes Bendimerad , Ahmad Mel , Jefrey Lijffijt , Marc Plantevit , Céline Robardet et al.
Data Mining and Knowledge Discovery, In press, 34 (2), pp.355-393. ⟨10.1007/s10618-019-00664-w⟩
Article dans une revue hal-02378174 v1

Rank correlated subgroup discovery

Mohamed Ali Hammal , Hélène Mathian , Luc Merchez , Marc Plantevit , Céline Robardet
Journal of Intelligent Information Systems, 2019, ⟨10.1007/s10844-019-00555-y⟩
Article dans une revue hal-02093496 v1
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Chemical features mining provides new descriptive structure-odor relationships

Carmen Licón , Guillaume Bosc , Mohammed Sabri , Marylou Mantel , Arnaud Fournel et al.
PLoS Computational Biology, 2019, 15 (4), pp.e1006945. ⟨10.1371/journal.pcbi.1006945⟩
Article dans une revue hal-02343686 v1
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Mining exceptional closed patterns in attributed graphs

Anes Bendimerad , Marc Plantevit , Céline Robardet
Knowledge and Information Systems (KAIS), 2018, 56 (1), pp.1 - 25. ⟨10.1007/s10115-017-1109-2⟩
Article dans une revue hal-01625007 v1
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Exceptional contextual subgraph mining

Mehdi Kaytoue , Marc Plantevit , Albrecht Zimmermann , Anes Bendimerad , Céline Robardet
Machine Learning, 2017, 106 (08), pp.1171--1211. ⟨10.1007/s10994-016-5598-0⟩
Article dans une revue hal-01488732 v2
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Extraction of Temporal Network Structures from Graph-based Signals

Ronan Hamon , Pierre Borgnat , Patrick Flandrin , Céline Robardet
IEEE Transactions on Signal and Information Processing over Networks, 2016, 2 (2), pp.215-226. ⟨10.1109/TSIPN.2016.2530562⟩
Article dans une revue hal-01330184 v1

Graph Dependency Construction Based on Interval-based Event Dependencies Detection in Data Streams

Marc Plantevit , Céline Robardet , Vasile-Marian Scuturici
Intelligent Data Analysis, 2016, 20(2), pp.223--256. ⟨10.3233/IDA-160803⟩
Article dans une revue hal-01130544 v1

Relabelling vertices according to the network structure by minimizing the cyclic bandwidth sum

Ronan Hamon , Pierre Borgnat , Patrick Flandrin , Céline Robardet
Journal of Complex Networks, 2016, 4 (4), pp. 534-560. ⟨10.1093/comnet/cnw006⟩
Article dans une revue ensl-01556074 v1
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What effects topological changes in dynamic graphs?

Mehdi Kaytoue , Yoann Pitarch , Marc Plantevit , Céline Robardet
Social Network Analysis and Mining, 2015, 5 (55), pp.55:1--55:17. ⟨10.1007/s13278-015-0294-9⟩
Article dans une revue hal-01221698 v1

From bicycle sharing system movements to users: a typology of Vélo’v cyclists in Lyon based on large-scale behavioural dataset

Marie Vogel , Ronan Hamon , Guillaume Lozenguez , Luc Merchez , Patrice Abry et al.
Journal of Transport Geography, 2014, 41, pp.280-291. ⟨10.1016/j.jtrangeo.2014.07.005⟩
Article dans une revue hal-01313177 v1
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Parameter-less co-clustering for star-structured heterogeneous data

Dino Ienco , Céline Robardet , Ruggero G. Pensa , Rosa Meo
Data Mining and Knowledge Discovery, 2013, 26 (2), pp.217-254. ⟨10.1007/s10618-012-0248-z⟩
Article dans une revue hal-00794744 v1
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Mining Graph Topological Patterns: Finding Co-variations among Vertex Descriptors

Adriana Bechara Prado , Marc Plantevit , Céline Robardet , Jean-François Boulicaut
IEEE Transactions on Knowledge and Data Engineering, 2013, 9, 25, pp.2090-2104. ⟨10.1109/TKDE.2012.154⟩
Article dans une revue hal-01351727 v1
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An Inductive Database System Based on Virtual Mining Views

Hendrik Blockeel , Toon Calders , Elisa Fromont , Bart Goethals , Adriana Prado et al.
Data Mining and Knowledge Discovery, 2012, 24 (1), pp.265-287. ⟨10.1007/s10618-011-0229-7⟩
Article dans une revue hal-00599315 v2
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Complex Systems Science: Dreams of Universality, Reality of Interdisciplinarity

Sebastian Grauwin , Guillaume Beslon , Eric Fleury , Sara Franceschelli , Céline Robardet et al.
Journal of the American Society for Information Science and Technology, 2012, 63 (7), pp.10.1002/asi.22644. ⟨10.1002/asi.22644⟩
Article dans une revue hal-00706567 v1
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Shared Bicycles in a City: A Signal Processing and Data Analysis Perspective

Pierre Borgnat , Céline Robardet , Jean-Baptiste Rouquier , Patrice Abry , Eric Fleury et al.
Advances in Complex Systems (ACS), 2011, 14 (3), pp.415-438. ⟨10.1142/S0219525911002950⟩
Article dans une revue ensl-00490325 v3
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Characterizing the speed and paths of shared bicycles in Lyon

Pablo Jensen , Jean-Baptiste Rouquier , Nicolas Ovtracht , Céline Robardet
Transportation Research Part D: Transport and Environment, 2010, 15 (8), pp.522-524. ⟨10.1016/j.trd.2010.07.002⟩
Article dans une revue hal-00541307 v1

Closed patterns meet n-ary relations

Loïc Cerf , Jeremy Besson , Céline Robardet , Jean-François Boulicaut
ACM Transactions on Knowledge Discovery from Data (TKDD), 2009, 3 (1)
Article dans une revue hal-01499247 v1

Communities detection and the analysis of their dynamics in collaborative networks

Eric Fleury , Céline Robardet
International Journal of Web Based Communities, 2009, ⟨10.1504/IJWBC.2009.023965⟩
Article dans une revue inria-00397373 v1
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Description and simulation of dynamic mobility networks

Antoine Scherrer , Pierre Borgnat , Eric Fleury , Jean-Loup Guillaume , Céline Robardet
Computer Networks, 2008, 52 (15), pp.2842-2858. ⟨10.1016/j.comnet.2008.06.007⟩
Article dans une revue inria-00327254 v1
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SQUAT: A web tool to mine human, murine and avian SAGE data.

Johan Leyritz , Stéphane Schicklin , Sylvain Blachon , Céline Keime , Céline Robardet et al.
BMC Bioinformatics, 2008, 9, pp.378. ⟨10.1186/1471-2105-9-378⟩
Article dans une revue hal-00425133 v1

Un algorithme générique d'extraction de bi-ensembles sous contraintes dans des données booléennes

Jérémy Besson , Céline Robardet , Jean-François Boulicaut
Revue I3 - Information Interaction Intelligence, 2007, HS 2007, pp.141-160
Article dans une revue hal-01501481 v1

Clustering formal concepts to discover biologically relevant knowledge from gene expression data.

Sylvain Blachon , Ruggero G Pensa , Jérémy Besson , Céline Robardet , Jean-François Boulicaut et al.
In Silico Biology, 2007, 7 (4-5), pp.467-83
Article dans une revue hal-00294025 v1

Supporting bi-cluster interpretation in 0/1 data by means of local patterns

Ruggero G. Pensa , Céline Robardet , Jean-François Boulicaut
Journal of intelligent data analysis, 2006, 10 (5), pp.457-467
Article dans une revue hal-01535517 v1

Modeling the emergence of multi-protein dynamic structures by principles of self-organization through the use of 3DSpi, a multi-agent-based software

Hédi Soula , Céline Robardet , Fran\c Cois Perrin , Sébastien Gripon , Guillaume Beslon et al.
BMC Bioinformatics, 2005, 6, pp.228. ⟨10.1186/1471-2105-6-228⟩
Article dans une revue hal-00759509 v1
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Constraint-based Formal Concept Mining and its Application to Microarray Data Analysis

Jérémy Besson , Céline Robardet , Jean-François Boulicaut , Sophie Rome
Intelligent Data Analysis, 2005, 9 (1), pp.59-82
Article dans une revue hal-01535568 v1

Modeling the mergence of multi-protein dynamic structures by principles of self-organization through the use of 3DSpi, a Multi-Agent-based Software.

H. Soula , C. Robardet , F. Perrin , S. Gripon , G. Beslon et al.
BMC Bioinformatics, 2005, 6, pp.228
Article dans une revue hal-00124089 v1

Extraction de connaissances dans les données d'expression SAGE humaines.

S. Blachon , C. Robardet , Jean-François Boulicaut , O. Gandrillon
Informatique pour l'analyse du transcriptome. Hermes Sciences, 2004, pp.traité IC2
Article dans une revue hal-00124102 v1
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DiffVersify: a Scalable Approach to Differentiable Pattern Mining with Coverage Regularization

Thibaut Chataing , Julien Perez , Marc Plantevit , Céline Robardet
Machine Learning and Knowledge Discovery in Databases, Sep 2024, Vilnius, Lithuania. pp.407 - 422, ⟨10.1007/978-3-031-70365-2_24⟩
Communication dans un congrès hal-04716579 v1

Transparent Explainable Logic Layers

Alessio Ragno , Marc Plantevit , Celine Robardet , Roberto Capobianco
ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, Oct 2024, Santiago de Compostela, Spain. pp.914--921, ⟨10.3233/FAIA240579⟩
Communication dans un congrès hal-04764693 v1

A Simple Yet Effective Interpretable Bayesian Personalized Ranking for Cognitive Diagnosis

Arthur Batel , Idir Benouaret , Joan Fruitet , Marc Plantevit , Céline Robardet
ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems, Oct 2024, Santiago de Compostela, Spain. pp.2386--2393, ⟨10.3233/FAIA240764⟩
Communication dans un congrès hal-04764677 v1

Game Theoretic Explanations for Graph Neural Networks

Ataollah Kamal , Marc Plantevit , C. Robardet
Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers, Part {III}, Sep 2023, Turin, Italy. pp.217-232, ⟨10.1007/978-3-031-74633-8\_14⟩
Communication dans un congrès hal-04909498 v1
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Improving the non-urgent sanitary transportation

Timothée Chane-Haï , Samuel Vercraene Vercraene , Céline Robardet , Thibaud Monteiro
7th International Conference on Control, Automation and Diagnosis (ICCAD 2023), May 2023, Rome, Italy. ⟨10.1109/ICCAD57653.2023.10152350⟩
Communication dans un congrès hal-04423051 v1
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Using Graph Neural Networks for the Detection and Explanation of Network Intrusions

Ahmed-Rafik-El Mehdi Baahmed , Giuseppina Andresini , C. Robardet , Annalisa Appice
Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of {ECML} {PKDD} 2023, Sep 2023, Turin, Italy. pp.201--216, ⟨10.1007/978-3-031-74633-8_13⟩
Communication dans un congrès hal-04909504 v1
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Forecasting Electricity Prices: An Optimize Then Predict-Based Approach

Léonard Tschora , Erwan Pierre , Marc Plantevit , Céline Robardet
Intelligent Data Analysis 2023, Apr 2023, Louvain-la_Neuve, Belgium. pp.446-458, ⟨10.1007/978-3-031-30047-9_35⟩
Communication dans un congrès hal-04114222 v1
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Temporal and Geographical Analysis of Real Economic Activities in the Bitcoin Blockchain

Rafael Ramos Tubino , Rémy Cazabet , Natkamon Tovanich , Céline Robardet
LIMBO@ECML/PKDD 2023: International workshop on LearnIng and Mining for BlOckchains, Sep 2023, Turin, Italy. ⟨10.1007/978-3-031-74643-7_17⟩
Communication dans un congrès hal-04188062 v1
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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

Florence Gondret , Masoomeh Taghipoor , Aurélien Madouasse , Alexandre Termier , Claire Verplanck et al.
Annual meeting - Metaprogram DIGIT-BIO Biologie numérique pour explorer et prédire le vivant, INRAE, Dec 2022, Ecully, France
Communication dans un congrès hal-04337044 v1
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Vers une meilleure identification d'acteurs de Bitcoin par apprentissage supervisé

Rafael Ramos Tubino , Rémy Cazabet , Céline Robardet
Conférence francophone sur l'Extraction et la Gestion des Connaissances (EGC 2022), Jan 2022, Blois, France. pp.171-182
Communication dans un congrès hal-04193274 v1
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What Does My GNN Really Capture? On Exploring Internal GNN Representations

Luca Veyrin-Forrer , Ataollah Kamal , Stefan Duffner , Marc Plantevit , Céline Robardet
International Joint Conference on Artificial Intelligence 2022, Jul 2022, Vienna, Austria
Communication dans un congrès hal-03700710 v1
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Découverte de sous-groupes de prédictions interprétables pour le triage d'incidents

Youcef Remil , Anes Bendimerad , Marc Plantevit , Céline Robardet , Mehdi Kaytoue
Extraction et Gestion des Connaissances (EGC'2022), Jan 2022, Blois, France
Communication dans un congrès hal-03627854 v1
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Guidage des métaheuristiques par machine-learning, application au transport d'enfants en situation de handicap

Timothée Chane-Haï , Samuel Vercraene , Céline Robardet , Thibaud Monteiro
23ème Congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2022), INSA Lyon, Feb 2022, Villeurbanne - Lyon, France
Communication dans un congrès hal-03595296 v1
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Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNN

Luca Veyrin-Forrer , Ataollah Kamal , Stefan Duffner , Marc Plantevit , Céline Robardet
Extraction et Gestion des Connaissances (EGC 2022), Jan 2022, Blois, France. pp.159-170
Communication dans un congrès hal-03921033 v1
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Improving the Quality of Rule-Based GNN Explanations

Ataollah Kamal , Elouan Vincent , Marc Plantevit , Céline Robardet
Workshop on eXplainable Knowledge Discovery in Data Mining. Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part I, Sep 2022, Grenoble, France. pp.467--482, ⟨10.1007/978-3-031-23618-1\_31⟩
Communication dans un congrès hal-04580342 v1
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Leveraging semantic for community mining in multilayer networks

Mohamed Benabdelkrim , Céline Robardet , Jean Savinien
Canadian AI, May 2021, Vancouver, Canada
Communication dans un congrès hal-03340780 v1
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Edge based stochastic block model statistical inference

Louis Duvivier , Rémy Cazabet , Céline Robardet
COMPLEX NETWORKS, Dec 2020, Madrid, Spain. pp.462-473, ⟨10.1007/978-3-030-65351-4_37⟩
Communication dans un congrès hal-03340026 v1
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Knowledge-guided search applied to the transportation of disabled people

Timothée Chane-Haï , Samuel Vercraene , Céline Robardet , Thibaud Monteiro
Smart Healthcare International Conference (SHeIC 2021), Dec 2021, Troyes (France), France
Communication dans un congrès hal-04398625 v1
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Interpretable Summaries of Black Box Incident Triaging with Subgroup Discovery

Youcef Remil , Anes Bendimerad , Marc Plantevit , Céline Robardet , Mehdi Kaytoue
8th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2021), Oct 2021, Porto, Portugal. ⟨10.1109/DSAA53316.2021.9564164⟩
Communication dans un congrès hal-03318094 v2

Sampling Rank Correlated Subgroups

Mohamed-Ali Hammal , Bernardo Abreu , Marc Plantevit , Céline Robardet
Distributed Computing and Artificial Intelligence, 16th International Conference, Jun 2019, Avila, Espagne, Spain. pp.217-225, ⟨10.1007/978-3-030-23887-2_25⟩
Communication dans un congrès hal-04076705 v1
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Finding interest groups from Twitter lists

Mohamed Benabdelkrim , Jean Savinien , Céline Robardet
SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, Mar 2020, Brno Czech Republic, France. pp.1885-1887, ⟨10.1145/3341105.3374077⟩
Communication dans un congrès hal-03340772 v1
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Gibbs Sampling Subjectively Interesting Tiles

Anes Bendimerad , Jefrey Lijffijt , Marc Plantevit , Céline Robardet , Tijl de Bie
Advances in Intelligent Data Analysis {XVIII} - 18th International Symposium on Intelligent Data Analysis (IDA 2020), Apr 2020, Konstanz (on line), Germany. ⟨10.1007/978-3-030-44584-3_7⟩
Communication dans un congrès hal-02960847 v1

Why Should I Trust This Item? Explaining the Recommendations of any Model

Corentin Lonjarret , Céline Robardet , Marc Plantevit , Roch Auburtin , Martin Atzmueller
IEEE International Conference on Data Science and Advanced Analytics (DSAA), Oct 2020, Sydney, Australia. ⟨10.1109/DSAA49011.2020.00067⟩
Communication dans un congrès hal-02965196 v1
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Contrastive antichains in hierarchies

Anes Bendimerad , Jefrey Lijffijt , Marc Plantevit , Céline Robardet , Tijl de Bie
SIGKDD 2019, Aug 2019, Anchorage, Alaska, United States. pp.294:304, ⟨10.1145/3292500.3330954⟩
Communication dans un congrès hal-02114775 v1
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Recommandation séquentielle à base de séquences fréquentes

Corentin Lonjarret , Marc Plantevit , Céline Robardet , Roch Auburtin
Extraction et Gestion des Connaissances (EGC), Jan 2019, Metz, France
Communication dans un congrès hal-02914391 v1
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FSSD - A Fast and Efficient Algorithm for Subgroup Set Discovery

Adnene Belfodil , Aimene Belfodil , Anes Bendimerad , Philippe Lamarre , Céline Robardet et al.
IEEE International Conference on Data Science and Advanced Analytics (DSAA), Oct 2019, Washington DC, United States. ⟨10.1109/DSAA.2019.00023⟩
Communication dans un congrès hal-02355503 v1
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Minimum entropy stochastic block models neglect edge distribution heterogeneity

Louis Duvivier , Céline Robardet , Rémy Cazabet
8th International Conference on Complex Networks and Their Applications (COMPLEX NETWORKS 2019), Dec 2019, Lisbonne, Portugal. pp.545-555, ⟨10.1007/978-3-030-36687-2_45⟩
Communication dans un congrès hal-03339803 v1
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Exceptional Attributed Subgraph Mining To Understand The Olfactory Percept

Maëlle Moranges , Marc Plantevit , Arnaud Fournel , Moustafa Bensafi , Céline Robardet
21st International Conference on Discovery Science, Oct 2018, Limassol, Cyprus. pp.276--291
Communication dans un congrès hal-01878375 v1
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Mining Subjectively Interesting Attributed Subgraphs

Anes Bendimerad , Ahmad Mel , Jefrey Lijffijt , Marc Plantevit , Céline Robardet et al.
INTERNATIONAL WORKSHOP ON MINING AND LEARNING WITH GRAPHS, held with SIGKDD 2018, Aug 2018, Londres, United Kingdom
Communication dans un congrès hal-02060190 v1
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Mining Convex Polygon Patterns with Formal Concept Analysis

Aimene Belfodil , Sergei O Kuznetsov , Céline Robardet , Mehdi Kaytoue
The Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI), Aug 2017, Melbourne, Australia. pp.1425 - 1432, ⟨10.24963/ijcai.2017/197⟩
Communication dans un congrès hal-01573841 v1
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Contextual Subgraph Discovery With Mobility Models

Anes Bendimerad , Rémy Cazabet , Marc Plantevit , Céline Robardet
COMPLEX NETWORKS 2017, Nov 2017, Lyon, France. pp.477-489
Communication dans un congrès hal-01625068 v1
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Mining the Lattice of Binary Classifiers for Identifying Duplicate Labels in Behavioral Data

Quentin Labernia , Victor Codocedo , Céline Robardet , Mehdi Kaytoue
30th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, Jun 2017, Arras, France. pp.40-21, ⟨10.1007/978-3-319-60045-1_2⟩
Communication dans un congrès hal-01551395 v1
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Une méthode de découverte de motifs contextualisés dans les traces de mobilité d'une personne

Aimene Belfodil , Mehdi Kaytoue , Céline Robardet , Marc Plantevit , Julien Zarka
16ème Journées Francophones Extraction et Gestion des Connaissances, Jan 2016, Reims, France. pp.63-68
Communication dans un congrès hal-01265204 v1
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Découverte de labels dupliqués par l'exploration du treillis des classifieurs binaires

Quentin Labernia , Victor Codocedo , Mehdi Kaytoue , Céline Robardet
16 ème journées Francophones Extraction et Gestion des Connaissances, Jan 2016, Reims, France. pp.255--266
Communication dans un congrès hal-01265202 v1
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Local subgroup discovery for eliciting and understanding new structure-odor relationships

Guillaume Bosc , Jérôme Golebiowski , Moustafa Bensafi , Céline Robardet , Marc Plantevit et al.
Discovery Science: 19th International Conference, DS 2016, Oct 2016, Bari, Italy. pp.19-34, ⟨10.1007/978-3-319-46307-0_2⟩
Communication dans un congrès hal-01346660 v1
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Unsupervised Exceptional Attributed Sub-graph Mining in Urban Data

Anes Bendimerad , Marc Plantevit , Céline Robardet
IEEE International Conference on Data Mining (ICDM 2016), Dec 2016, Barcelone, Spain. pp.21-30
Communication dans un congrès hal-01430622 v1
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Profiling users of the Vélo 'v bike sharing system

Albrecht Zimmermann , Mehdi Kaytoue , Marc Plantevit , Céline Robardet , Jean-François Boulicaut
2nd International Workshop on Mining Urban Data (MUD), Ioannis Katakis, François Schnitzler, Thomas Liebig, Dimitrios Gunopulos, Katharina Morik,Gennady L. Andrienko, Shie Mannor, Jul 2015, Lille, France. pp.63-64
Communication dans un congrès hal-01193017 v1

Gazouille: Detecting and Illustrating Local Events from Geolocalized Social Media Streams

Houdyer Pierre , Albrecht Zimmermann , Mehdi Kaytoue , Marc Plantevit , Joseph Mitchell et al.
European Conference on Machine Learning and Knowledge Discovery in Databases, 2015, Porto, Portugal. pp.276-280, ⟨10.1007/978-3-319-23461-8_29⟩
Communication dans un congrès hal-01193030 v1
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Factorisation de réseaux temporels : étude des rythmes hebdomadaires du système Vélo'v

Ronan Hamon , Pierre Borgnat , Cédric Févotte , Patrick Flandrin , Céline Robardet
Colloque GRETSI 2015, Sep 2015, Lyon, France
Communication dans un congrès hal-01199256 v1

Triggering Patterns of Topology Changes in Dynamic Graphs

Mehdi Kaytoue , Yoann Pitarch , Marc Plantevit , Céline Robardet
The 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Aug 2014, Beijing, China, China. pp.55:1--55:17, ⟨10.1109/ASONAM.2014.6921577⟩
Communication dans un congrès hal-01301075 v1
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Nonnegative matrix factorization to find features in temporal networks

Ronan Hamon , Pierre Borgnat , Patrick Flandrin , Céline Robardet
2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Florence, Italy. pp.SPTM-P4.1
Communication dans un congrès ensl-00989760 v1

Granularity of co-Evolution Patterns in Dynamic Attributed Graphs

Elise Desmier , Marc Plantevit , Céline Robardet , Jean-François Boulicaut
The Thirteenth International Symposium on Intelligent Data Analysis IDA 2014, Oct 2014, Leuven, Belgium. pp.84-95
Communication dans un congrès hal-01301086 v1

Temporal Dependency Detection Between Interval-Based Event Sequences

Marc Plantevit , Vasile-Marian Scuturici , Céline Robardet
New Frontiers in Mining Complex Patterns - Third International Workshop, NFMCP, Held in Conjunction with ECML-PKDD, Nancy, France, Revised Selected Papers, Sep 2014, Nancy, France. pp.132--146
Communication dans un congrès hal-01979495 v1
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Networks as Signals, with an Application to Bike Sharing System

Ronan Hamon , Pierre Borgnat , Patrick Flandrin , Céline Robardet
GlobalSIP 2013, Dec 2013, Austin, United States. pp.IPN.PB.8
Communication dans un congrès ensl-00875187 v1
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Transformation de graphes dynamiques en signaux non stationnaires

Ronan Hamon , Pierre Borgnat , Patrick Flandrin , Céline Robardet
Colloque GRETSI 2013, Sep 2013, Brest, France. pp.251
Communication dans un congrès ensl-00875085 v1
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Tracking of a dynamic graph using a signal theory approach : application to the study of a bike sharing system

Ronan Hamon , Pierre Borgnat , Patrick Flandrin , Céline Robardet
ECCS'13, Sep 2013, Barcelone, Spain. pp.101
Communication dans un congrès ensl-00875089 v1

When TEDDY meets GrizzLY: Temporal Dependency Discovery for Triggering Road Deicing Operations (Demo)

Céline Robardet , Vasile-Marian Scuturici , Marc Plantevit , Antoine Fraboulet
KDD, Aug 2013, Chicago, IL, United States. pp.1490-1493 ⟨10.1145/2487575.2487706⟩
Communication dans un congrès hal-01339189 v1

Trend Mining in Dynamic Attributed Graphs

Elise Desmier , Marc Plantevit , Céline Robardet , Jean-François Boulicaut
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Sep 2013, Prague, Czech Republic. pp.654-669, ⟨10.1007/978-3-642-40988-2_42⟩
Communication dans un congrès hal-01339225 v1

Cohesive Co-Evolution Patterns in Dynamic Attributed Graphs

Elise Desmier , Marc Plantevit , Céline Robardet , Jean-François Boulicaut
Discovery Science - 15th International Conference (DS 2012), Oct 2012, Lyon France. pp.110-124, ⟨10.1007/978-3-642-33492-4_11⟩
Communication dans un congrès hal-01353051 v1

Extraction de co-variations entre des propriétés de sommets et leur position topologique dans un graphe attribué.

Adriana Bechara Prado , Marc Plantevit , Céline Robardet , Jean-François Boulicaut
Actes Extraction et Gestion de Connaissances EGC'12, Jan 2012, Bordeaux, France. pp.267-278
Communication dans un congrès hal-01352957 v1

Peut-on attraper les utilisateurs de Vélo'v au Lasso ?

Luc Merchez , G. Michau , Céline Robardet , Pablo Jensen , Patrice Abry et al.
XXIIe Colooque GRETSI. Traitement du Signal et des Images, GRETSI, 2011, Bordeaux, France
Communication dans un congrès halshs-01314675 v1
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Characteristics of the Dynamic of Mobile Networks

Pierre Borgnat , Eric Fleury , Jean-Loup Guillaume , Céline Robardet
4th International Conference on Bio-Inspired Models of Network, Information, and Computing Systems, Dec 2009, Avignon, France. pp.130-139, ⟨10.1007/978-3-642-12808-0_13⟩
Communication dans un congrès ensl-00475969 v1

A new constraint for mining sets in sequences

Boris Cule , Bart Goethals , Céline Robardet
Proc. SIAM Int. Conf. on Data Mining SDM'09, Apr 2009, Sparks, Nevada, United States. pp.317-328, ⟨10.1137/1.9781611972795.28⟩
Communication dans un congrès hal-01437649 v1
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Constraint-based Subspace Clustering

Elisa Fromont , Adriana Prado , Céline Robardet
SIAM International Conference on Data Mining, Apr 2009, Sparks, Nevada, United States. pp.26-37
Communication dans un congrès hal-00362829 v1

Constraint-based Pattern Mining in Dynamic Graphs

Céline Robardet
IEEE International Conference on Data Mining, Dec 2009, Miami, Floride, United States. pp.950-955, ⟨10.1109/ICDM.2009.99⟩
Communication dans un congrès hal-01437815 v1
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Spatial analysis of dynamic movements of Vélo'v, Lyon's shared bicycle program

Pierre Borgnat , Eric Fleury , Céline Robardet , Antoine Scherrer
ECCS'09, Sep 2009, Warwick, United Kingdom
Communication dans un congrès ensl-00408150 v1
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An inductive database prototype based on virtual mining views

Hendrik Blockeel , Toon Calders , Elisa Fromont , Bart Goethals , Adriana Prado et al.
SIGKDD international conference on Knowledge discovery and data mining, Aug 2008, Las Vegas, United States. pp.1061-1064, ⟨10.1145/1401890.1402019⟩
Communication dans un congrès hal-00372017 v1

Description and simulation of dynamic mobility networks

Eric Fleury , Antoine Scherrer , Pierre Borgnat , Jean-Loup Guillaume , Céline Robardet
Dynamics on and of Complex Networks – II, Sep 2008, Jerusalem, Israel
Communication dans un congrès inria-00397375 v1

A Methodology to Identify Characteristics of the Dynamic of Mobile Networks

Antoine Scherrer , Pierre Borgnat , Eric Fleury , Jean-Loup Guillaume , Céline Robardet
ACM ASIAN INTERNET ENGINEERING CONFERENCE (AINTEC), Nov 2008, Bangkok, Thailand
Communication dans un congrès inria-00397374 v1

Data-Peeler: Constraint-based Closed Pattern Mining in n-ary Relations

Loïc Cerf , Jérémy Besson , Céline Robardet , Jean-François Boulicaut
SIAM International Conference on Data Mining SDM'08, Apr 2008, Atlanta, United States. pp.37-48
Communication dans un congrès hal-01500635 v1

Transcriptomique

Jean-François Boulicaut , Federica Calevro , H. Charles , J.M. Fayard , G. Febvay et al.
Journée INSA de Lyon "BioIngénierie / Sciences et Ingénierie du Vivant", 2008, Villeurbanne (France), juillet 2008, France. pp.1-1
Communication dans un congrès hal-00391255 v1

Communities detection and analysis of their dynamics in collaborative networks

Manel Ben Jdidia , Céline Robardet , Eric Fleury
Dynamic Virtual Communities: From Connectivity to Information Society, 2007, Lyon, France
Communication dans un congrès inria-00398813 v1

Analysis of Dynamic Sensor Networks: Power Law Then What?

Eric Fleury , Jean-Loup Guillaume , Céline Robardet , Antoine Scherrer
Second International Conference on COMmunication Systems softWAre and middlewaRE (COMSWARE 2007), 2007, Bangalore, India
Communication dans un congrès inria-00398809 v1

A New Way to Aggregate Preferences: Application to Eurovision Song Contests

Jérémy Besson , Céline Robardet
IDA'07, Sep 2007, Ljubljana, Slovenia. pp.152-162
Communication dans un congrès hal-01535505 v1
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Loi de puissance et caractérisation des réseaux dynamiques

Eric Fleury , Jean-Loup Guillaume , Céline Robardet , Antoine Scherrer
9ème Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, May 2007, Ile d'Oléron, France. pp.17-20
Communication dans un congrès inria-00176964 v1

Co-classification sous contraintes

Ruggero G Pensa , Céline Robardet , Jean-François Boulicaut
cAp 2006, May 2006, Trégastel, France
Communication dans un congrès hal-01535523 v1

Mining bi-sets in numerical data

Jérémy Besson , Céline Robardet , Luc de Raedt , Jean-François Boulicaut
KIDID@ECMLPKDD, Sep 2006, berlin, Germany
Communication dans un congrès hal-01535501 v1

Towards constrained co-clustering in ordered 0/1 data sets

Ruggero G Pensa , Céline Robardet , Jean-François Boulicaut
ISMIS, Apr 2006, Bari, Italy. pp.424-434
Communication dans un congrès hal-01535515 v1

Mining a new fault-tolerant pattern type as an alternative to formal concept discovery

Jérémy Besson , Céline Robardet , Jean-François Boulicaut
ICCS, Jul 2006, Aalborg, Denmark
Communication dans un congrès hal-01535528 v1

Constraint-based mining of fault-tolerant patterns from Boolean data

Ruggero G Pensa , Jérémy Besson , Céline Robardet , Jean-François Boulicaut
KDID@ECMLPKDD, Sep 2005, porto, Portugal
Communication dans un congrès hal-01535545 v1

Constraint-based Mining of Fault Tolerant Patterns from Boolean Data

Jérémy Besson , Ruggero G. Pensa , Céline Robardet , Jean-François Boulicaut
KDID@ECMLPKDD, Sep 2005, Berlin, Germany
Communication dans un congrès hal-01535562 v1

Approximation de concepts formels par des bi-ensembles denses et pertinents

Jérémy Besson , Céline Robardet , Jean-François Boulicaut
Actes de la conférence francophone d'apprentissage automatique, CAp 2005, Jun 2005, Nice, France. pp.313-328
Communication dans un congrès hal-01535553 v1

A bi-clustering framework for categorical data

Céline Robardet , Ruggero G Pensa , Jean-François Boulicaut
9th European Conf. on Principles and Practice of Knowledge Discovery in Databases, PKDD'05, Sep 2005, Porto, Portugal. pp.643-650, ⟨10.1007/11564126_68⟩
Communication dans un congrès hal-01535565 v1

Constraint-based mining of formal concepts in transactional data

Jérémy Besson , Céline Robardet , Jean-François Boulicaut
8th Pacific-Asia Conference on Knowledge Discovery and Data Mining PaKDD'04, May 2004, sydney, Australia. pp.615-624
Communication dans un congrès hal-01535575 v1

Using classification and visualization on pattern databases for gene expression data analysis

Céline Robardet , Ruggero Pensa , Jérémy Besson , Jean-François Boulicaut
International Workshop on Pattern Representation and Management, PaRMa 2004, Mar 2004, Heraclion, Greece. pp.107-118
Communication dans un congrès hal-01589984 v1
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Mining formal concepts with a bounded number of exceptions from transactional data

Jérémy Besson , Céline Robardet , Jean-François Boulicaut
3rd International Workshop on Knowledge Discovery in Inductive Databasesv (KDID'04), Sep 2004, Pise, Italy. pp.33-45, ⟨10.1007/978-3-540-31841-5_3⟩
Communication dans un congrès hal-01588190 v1

Optimizing subset queries: a step towards SQL-based inductive databases for itemsets

Cyrille Masson , Céline Robardet , Jean-François Boulicaut
2004 ACM Symposium of Applied Computing, SAC'2004, Mar 2004, Nicosia, Cyprus. pp.535-539, ⟨10.1145/967900.968013⟩
Communication dans un congrès hal-01590027 v1

Recherche de groupes de gènes intéressants dans des données d'expression: apport des ensembles fréquents

Olivier Gandrillon , Jean-François Boulicaut , Céline Robardet , Sylvain Blachon , Jérémy Besson et al.
Atelier Fouille de données biopuces à EGC 2003, Lyon, 22 janvier 2003, Jan 2003, lyon, France
Communication dans un congrès hal-01535497 v1

Mining concepts from large SAGE gene expression matrices

François Rioult , C. Robardet , Sylvain Blachon , Bruno Crémilleux , Olivier Gandrillon et al.
International Workshop on Knowledge Discovery in Inductive Databases (KDID'03) co-located with ECML/PKDD'03, 2003, Catvat-Dubrovnik, Croatia. pp.107-108
Communication dans un congrès hal-00324820 v1

Extraction de régularités dans des données d'expression SAGE humaines

Sylvain Blachon , Céline Robardet , Jean-François Boulicaut , Olivier Gandrillon
Actes Journée Informatique pour l'analyse du transcriptome JPGD'03, Jan 2003, lyon, France
Communication dans un congrès hal-01535493 v1

Characterization of unsupervised clusters with the simplest association rules: application for child's meningitis

C. Robardet , Bruno Crémilleux , J.-F. Boulicaut
proceedings of the Seventh Int. workshop Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP 02) co-located with ECAI 02, 2002, France. pp.61-66
Communication dans un congrès hal-00324768 v1

Supporting the Discovery of Relevant Topological Patterns in Attributed Graphs

Julien Salotti , Marc Plantevit , Céline Robardet , Jean-François Boulicaut
Jilles Vreeken, Charles Ling, Mohammed Javeed Zaki, Arno Siebes Jeffrey Xu Yu, Bart Goethals, Geoffrey I. Webb, Xindong Wu. Demo Session of the IEEE International Conference on Data Mining (IEEE ICDM 12), Dec 2012, Brussels, Belgium. IEEE Computer Society, pp.898-901, 2012, ⟨10.1109/ICDMW.2012.38⟩
Poster de conférence hal-01353106 v1

Constrained-Based Closed Pattern Mining in n-ary Relations

Loïc Cerf , Jérémy Besson , Céline Robardet , Jean-François Boulicaut
SML - Spring Workshop on Mining and Learning 2008, May 2008, Traben-Trarbach, Germany. pp.1-1, 2008
Poster de conférence hal-01501377 v1

Extraction d'hyper-rectangles fermés sous contraintes

Loïc Cerf , Jérémy Besson , Céline Robardet , Jean-François Boulicaut
Atelier Bases de Données Inductives BDI'07 organisé dans le cadre de la plate-forme AFIA 2007, Jul 2007, Grenoble, France. pp.1-2, 2007
Poster de conférence hal-01590451 v1

SQUAT: a web tool to mine SAGE data.

Johan Leyritz , Céline Keime , Sylvain Blachon , Céline Robardet , Jean-François Boulicaut et al.
Journées Ouvertes Biologie Informatique Mathématiques, JOBIM'07, Jul 2007, Marseille, France. 2007
Poster de conférence hal-01590433 v1

Using formal concepts for biological knowledge discovery from human SAGE data

Sylvain Blachon , Ruggero Pensa , Jérémy Besson , Céline Robardet , Jean-François Boulicaut et al.
Journées Ouvertes Biologie Informatique Mathématiques JOBIM'05, Jul 2005, Lyon, France, France. pp.1-2, 2005
Poster de conférence hal-01534988 v1

Extraction of relevant transcription modules using pattern discovery

Jérémy Besson , Céline Robardet , E. Meugnier , Sophie Rome , Jean-François Boulicaut
Integrative Post-Genomics, IPG'04, Oct 2004, Lyon, France. 2004
Poster de conférence hal-01614796 v1

Transformation from Graphs to Signals and Back

Ronan Hamon , Pierre Borgnat , Patrick Flandrin , Céline Robardet
Vertex-Frequency Analysis of Graph Signals, Springer International Publishing, pp.111-139, 2019, Signals and Communication Technology, ⟨10.1007/978-3-030-03574-7_2⟩
Chapitre d'ouvrage hal-01949745 v1

Local Pattern Detection in Attributed Graphs

Jean-François Boulicaut , Marc Plantevit , Céline Robardet
Solving Large Scale Learning Tasks. Challenges and Algorithms - Essays Dedicated to Katharina Morik on the Occasion of Her 60th Birthday, pp.168-183, 2016, ⟨10.1007/978-3-319-41706-6_8⟩
Chapitre d'ouvrage hal-02016506 v1

A Dynamical Network View of Lyon's Vélo'v Shared Bicycle System

Pierre Borgnat , Céline Robardet , Patrice Abry , Patrick Flandrin , Jean-Baptiste Rouquier et al.
A. Mukherjee, M. Choudhury, F. Peruani, N. Ganguly, B. Mitra Dynamics On and Of Complex Networks, Volume 2: Applications to Time-Varying Dynamical Systems , springer, pp.267-284, 2013
Chapitre d'ouvrage hal-01339131 v1

Data Mining Techniques for Communities' Detection in Dynamic Social Networks

Céline Robardet
Ben Kei Daniel. Handbook of Research on Methods and Techniques for Studying Virtual Communities: Paradigms and Phenomena, IGI Global, pp.88-102, 2011, ⟨10.4018/978-1-60960-040-2.ch005⟩
Chapitre d'ouvrage hal-01354398 v1
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Inductive Querying with Virtual Mining Views

Hendrik Blockeel , Toon Calders , Elisa Fromont , Bart Goethals , Adriana Prado et al.
Džeroski, Sašo; Goethals, Bart; Panov, Panče (Eds.). Inductive Databases and Constraint-Based Data Mining, Springer, pp.265-288, 2010
Chapitre d'ouvrage hal-00531170 v1
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A Practical Comparative Study Of Data Mining Query Languages

Hendrik Blockeel , Toon Calders , Elisa Fromont , Bart Goethals , Adriana Prado et al.
Džeroski, Sašo; Goethals, Bart; Panov, Panče (Eds.). Inductive Databases and Constraint-Based Data Mining, Springer, pp.59-78, 2010
Chapitre d'ouvrage hal-00531167 v1

Evolving networks

Pierre Borgnat , Eric Fleury , Jean-Loup Guillaume , Clémence Magnien , Céline Robardet et al.
Mining Massive Data Sets for Security, 19, IOS Press, pp.198-203, 2008, 978-1-58603-898-4. ⟨10.3233/978-1-58603-898-4-198⟩
Chapitre d'ouvrage hal-01301647 v1

Constraint-driven Co-Clustering of 0/1 Data

Ruggero Pensa , Céline Robardet , Jean-François Boulicaut
S. Basu et al. Constrained Clustering: Advances in Algorithms, Chapman & Hall/CRC Press, pp.123-148, 2008
Chapitre d'ouvrage hal-01501910 v1

Contribution to gene expression data analysis by means of set pattern mining

Céline Robardet , Ruggero Gaetano Pensa , Jérémy Besson , Jean-François Boulicaut
Constraint-based mining and Inductive Databases, 2006, Constraint-based mining and Inductive Databases
Chapitre d'ouvrage hal-01535548 v1

Fouille de données et analyse du transcriptome

Céline Robardet , Claire Nédellec , Jean-François Boulicaut
Jean-François Boulicaut, Olivier Gandrillon. Informatique pour l'analyse du transcriptome, Lavoisier, pp.101-141, 2004, Traité IC2, série Informatique et Systèmes d'Information, 978-2-212-12471-2
Chapitre d'ouvrage hal-01590031 v1

Fouille de données pour l'analyse du transcriptome

Céline Robardet , Claire Nédellec , Jean-François Boulicaut
Informatique pour l'analyse du transcriptome, Lavoisier Editions, 2004, 978-2-212-12471-2
Chapitre d'ouvrage hal-02833752 v1