Esther Galbrun

Publications

Article dans une revue (11)

Redescription mining for analyzing local limiting conditions: A case study on the biogeography of large mammals in China and southern Asia Esther Galbrun,Hui Tang,Anu Kaakinen,Indrė Žliobaitė Ecological Informatics, 2021, 63, pp.101314. ⟨10.1016/j.ecoinf.2021.101314⟩ Article dans une revue hal-03313138v1
Maximizing the Diversity of Exposure in a Social Network Antonis Matakos,Cigdem Aslay,Esther Galbrun,Aristides Gionis IEEE Transactions on Knowledge and Data Engineering, In press, ⟨10.1109/TKDE.2020.3038711⟩ Article dans une revue hal-03313142v1
Computational biomes: The ecometrics of large mammal teeth Esther Galbrun,Hui Tang,Mikael Fortelius,Indrė Žliobaitė Palaeontologia Electronica, 2018, 21 (21.1.3A), pp.1-31. ⟨10.26879/786⟩ Article dans une revue hal-01726076v1
From sets of good redescriptions to good sets of redescriptions Janis Kalofolias,Esther Galbrun,Pauli Miettinen Knowledge and Information Systems (KAIS), 2018, pp.1-34. ⟨10.1007/s10115-017-1149-7⟩ Article dans une revue hal-01726071v1
Mining redescriptions with Siren Esther Galbrun,Pauli Miettinen ACM Transactions on Knowledge Discovery from Data (TKDD), 2018, 12 (1), pp.6:1--6:30. ⟨10.1145/3007212⟩ Article dans une revue hal-01399213v1
Redescription Mining: An Overview. Esther Galbrun,Pauli Miettinen IEEE Intelligent Informatics Bulletin, 2017, 18 (2), pp.7-12 Article dans une revue hal-01726074v1
Top-k overlapping densest subgraphs Esther Galbrun,Aristides Gionis,Nikolaj Tatti Data Mining and Knowledge Discovery, 2016, 30 (5), pp.1134 - 1165. ⟨10.1007/s10618-016-0464-z⟩ Article dans une revue hal-01399184v1
Association Discovery in Two-View Data Matthijs van Leeuwen,Esther Galbrun IEEE Transactions on Knowledge and Data Engineering, 2015, 27 (12), pp.3190 - 3202 ⟨10.1109/TKDE.2015.2453159⟩ Article dans une revue hal-01242988v1
Overlapping community detection in labeled graphs Esther Galbrun,Aristides Gionis,Nikolaj Tatti Data Mining and Knowledge Discovery, 2014, 28 (5), pp.1586 - 1610. ⟨10.1007/s10618-014-0373-y⟩ Article dans une revue hal-01399127v1
Finding relational redescriptions Esther Galbrun,Angelika Kimmig Machine Learning, 2014, 96 (3), pp.225-248. ⟨10.1007/s10994-013-5402-3⟩ Article dans une revue hal-01399196v1
From black and white to full color: extending redescription mining outside the Boolean world Esther Galbrun,Pauli Miettinen Statistical Analysis and Data Mining, 2012, 5 (4), pp.284-303. ⟨10.1002/sam.11145⟩ Article dans une revue hal-01399211v1

Communication dans un congrès (15)

Discovering Useful Compact Sets of Sequential Rules in a Long Sequence Erwan Bourrand,Luis Galárraga,Esther Galbrun,Elisa Fromont,Alexandre Termier ICTAI 2021 - 33rd IEEE International Conference on Tools with Artificial Intelligence, Nov 2021, Virtual, United States. pp.1-5 Communication dans un congrès hal-03494520v1
Définir les catégories de DBpedia avec des règles d'associations et des redescriptions Justine Reynaud,Esther Galbrun,Mehwish Alam,Yannick Toussaint,Amedeo Napoli EGC 2018 - Extraction et Gestion des Connaissances, Jan 2018, Paris, France Communication dans un congrès hal-01887801v1
Maximizing the Diversity of Exposure in a Social Network Cigdem Aslay,Antonis Matakos,Esther Galbrun,Aristides Gionis 2018 IEEE International Conference on Data Mining (ICDM), Nov 2018, Singapore, Singapore. pp.863-868, ⟨10.1109/ICDM.2018.00102⟩ Communication dans un congrès hal-02315964v1
Mining Periodic Patterns with a MDL Criterion Esther Galbrun,Peggy Cellier,Nikolaj Tatti,Alexandre Termier,Bruno Crémilleux ECML/PKDD 2018 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2018, Dublin, Ireland. pp.535-551, ⟨10.1007/978-3-030-10928-8_32⟩ Communication dans un congrès hal-01951722v1
Finding low-tension communities Esther Galbrun,Behzad Golshan,Aristides Gionis,Evimaria Terzi Proceedings of the 17th SIAM International Conference on Data Mining, SDM'17, Apr 2017, Houston, TX, United States Communication dans un congrès hal-01446461v1
From Sets of Good Redescriptions to Good Sets of Redescriptions Janis Kalofolias,Esther Galbrun,Pauli Miettinen ICDM’16 - 16th IEEE International Conference on Data Mining, Dec 2016, Barcelona, Spain Communication dans un congrès hal-01399294v1
Analysing Political Opinions Using Redescription Mining Esther Galbrun,Pauli Miettinen Proceedings of the Data Mining in Politics worshop at ICDM 2016, DMiP'16, Dec 2016, Barcelona, Spain Communication dans un congrès hal-01399254v1
Mining Predictive Redescriptions with Trees Tetiana Zinchenko,Esther Galbrun,Pauli Miettinen Proceedings of the 15th IEEE International Conference on Data Mining [Demo], ICDM'15, Nov 2015, Atlantic City, NJ, United States Communication dans un congrès hal-01399285v1
Interactive redescription mining Esther Galbrun,Pauli Miettinen Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data, SIGMOD'14, Jun 2014, Snowbird, UT, United States. ⟨10.1145/2588555.2594520⟩ Communication dans un congrès hal-01399276v1
Safe Navigation in Urban Environments Esther Galbrun,Konstantinos Pelechrinis,Evimaria Terzi 3rd International Workshop on Urban Computing at KDD 2014, UrbComp'14, Sep 2014, New-York, United States Communication dans un congrès hal-01399249v1
Topical organization of user comments and application to content recommendation Vidit Jain,Esther Galbrun International Conference on World Wide Web, May 2013, Rio de Janeiro, Brazil. ⟨10.1145/2487788.2487812⟩ Communication dans un congrès hal-01399275v1
A Case of Visual and Interactive Data Analysis: Geospatial Redescription Mining Esther Galbrun,Pauli Miettinen Proceedings of the Instant Interactive Data Mining Workshop at ECML/PKDD 2012, IID'12, Sep 2012, Bristol, United Kingdom. pp.1-12 Communication dans un congrès hal-01399237v1
Siren: An Interactive Tool for Mining and Visualizing Geospatial Redescriptions Esther Galbrun,Pauli Miettinen 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'12, Aug 2012, Beijing, China Communication dans un congrès hal-01399268v1
Towards Finding Relational Redescriptions Esther Galbrun,Angelika Kimmig Proceedings of the 15th International Conference on Discovery Science, DS'12, Oct 2012, Lyon, France. ⟨10.1007/978-3-642-33492-4_7⟩ Communication dans un congrès hal-01399271v1
From black and white to full colour: extending redescription mining outside the Boolean world Esther Galbrun,Pauli Miettinen Proceedings of the 11th SIAM International Conference on Data Mining, SDM'11, Apr 2011, Phoenix, AZ, United States. ⟨10.1137/1.9781611972818.47⟩ Communication dans un congrès hal-01399265v1

Ouvrages (1)

Redescription Mining Esther Galbrun,Pauli Miettinen Springer, Cham, 2017, SpringerBriefs in Computer Science, 978-3-319-72889-6. ⟨10.1007/978-3-319-72889-6⟩ Ouvrages hal-01726072v1

Chapitre d'ouvrage (1)

Patterns and Logic for Reasoning with Networks Angelika Kimmig,Esther Galbrun,Hannu Toivonen,Luc de Raedt Bisociative Knowledge Discovery, pp.122-143, 2012, 978-3-642-31829-0. ⟨10.1007/978-3-642-31830-6_9⟩ Chapitre d'ouvrage hal-01399225v1

Rapport (1)

Phrase table pruning for Statistical Machine Translation Esther Galbrun [Technical Report] C-2009-22, University of Helsinki. 2009, pp.38 Rapport (rapport technique) hal-01399371v1

Thèse (1)

Methods for Redescription Mining Esther Galbrun Artificial Intelligence [cs.AI]. University of Helsinki, 2013. English. ⟨NNT : ⟩ Thèse tel-01399364v1