Esther Galbrun @ Inria fr

GHZ23_patterns: Esther Galbrun, Jo Skeie Hermansen, and Indrė Žliobaitė. Patterns of competitive exclusion in the mammalian fossil record. In Isaac Casanovas-Vilar, Lars W. van den Hoek Ostende, Christine M. Janis, and Juha Saarinen, editors, Evolution of Cenozoic Land Mammal Faunas and Ecosystems: 25 Years of the NOW Database of Fossil Mammals, Vertebrate Paleobiology and Paleoanthropology, pages 131–141. Springer International Publishing, 2023. doi:10.1007/978-3-031-17491-9_9, github.
LGT+23_emergence: Liping Liu, Esther Galbrun, Hui Tang, Anu Kaakinen, Zhongshi Zhang, Zijian Zhang, and Indrė Žliobaitė. The emergence of modern zoogeographic regions in asia examined through climate–dental trait association patterns. Nature Communications, 14(1):8194, 2023. doi:10.1038/s41467-023-43807-w, github.
Gal22_minimum: Esther Galbrun. The minimum description length principle for pattern mining: a survey. Data Mining and Knowledge Discovery, 2022. doi:10.1007/s10618-022-00846-z, <hal-03713823>, preprint, ArXiV:extended, website.
KGM22_serenade: Maiju Karjalainen, Esther Galbrun, and Pauli Miettinen. Serenade: an approach for differentially private greedy redescription mining. In Bart Goethals, Céline Robardet, and Arno Siebes, editors, Proceedings of the 20th anniversary Workshop on Knowledge Discovery in Inductive Databases at ECML-PKDD'22, volume 3334 of CEUR Workshop Proceedings, 31–46. CEUR-WS.org, 2022. URL: https://ceur-ws.org/Vol-3334/KDID2022_esther.pdf.
BGG+21_discovering: Erwan Bourrand, Luis Galárraga, Esther Galbrun, Elisa Fromont, and Alexandre Termier. Discovering Useful Compact Sets of Sequential Rules in a Long Sequence. In ICTAI 2021 - 33rd IEEE International Conference on Tools with Artificial Intelligence, 1–5. Virtual, United States, 2021. IEEE. <hal-03494520>, preprint, ArXiV:extended.
GTKZ21_redescription: Esther Galbrun, Hui Tang, Anu Kaakinen, and Indrė Žliobaitė. Redescription mining for analyzing local limiting conditions: A case study on the biogeography of large mammals in China and southern Asia. Ecological Informatics, 63:101314, 2021. doi:10.1016/j.ecoinf.2021.101314, <hal-03313138>, appendix, github, preprint.
MAGG21_maximizing: Antonis Matakos, Cigdem Aslay, Esther Galbrun, and Aristides Gionis. Maximizing the Diversity of Exposure in a Social Network. IEEE Transactions on Knowledge and Data Engineering, 2021. doi:10.1109/TKDE.2020.3038711, <hal-03313142>, preprint, media, mediaCR, mediaDT.
AMGG18_maximizing: Cigdem Aslay, Antonis Matakos, Esther Galbrun, and Aristides Gionis. Maximizing the Diversity of Exposure in a Social Network. In 2018 IEEE International Conference on Data Mining (ICDM), 863–868. Singapore, Singapore, 2018. IEEE. doi:10.1109/ICDM.2018.00102, <hal-02315964>.
GCT+18_mining: Esther Galbrun, Peggy Cellier, Nikolaj Tatti, Alexandre Termier, and Bruno Crémilleux. Mining Periodic Patterns with a MDL Criterion. In ECML/PKDD 2018 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 535–551. Dublin, Ireland, 2018. doi:10.1007/978-3-030-10928-8_32, <hal-01951722>, preprint, ArXiV:extended, github, poster, slides.
GM18_mining: Esther Galbrun and Pauli Miettinen. Mining redescriptions with Siren. ACM Transactions on Knowledge Discovery from Data (TKDD), 12(1):6:1–6:30, 2018. doi:10.1145/3007212, <hal-01399213>, preprint, website.
GTFZ18_computational: Esther Galbrun, Hui Tang, Mikael Fortelius, and Indrė Žliobaitė. Computational biomes: The ecometrics of large mammal teeth. Palaeontologia Electronica, 21(21.1.3A):1–31, 2018. doi:10.26879/786, <hal-01726076>, preprint, code+data, traits-dataset.
KGM18_sets: Janis Kalofolias, Esther Galbrun, and Pauli Miettinen. From sets of good redescriptions to good sets of redescriptions. Knowledge and Information Systems (KAIS), pages 1–34, 2018. doi:10.1007/s10115-017-1149-7, <hal-01726071>, preprint, code.
RGA+18_definir: Justine Reynaud, Esther Galbrun, Mehwish Alam, Yannick Toussaint, and Amedeo Napoli. Définir les catégories de DBpedia avec des règles d'associations et des redescriptions. In EGC 2018 - Extraction et Gestion des Connaissances. Paris, France, 2018. <hal-01887801>.
GGGT17_finding: Esther Galbrun, Behzad Golshan, Aristides Gionis, and Evimaria Terzi. Finding low-tension communities. In Proceedings of the 17th SIAM International Conference on Data Mining, SDM'17. Houston, TX, United States, 2017. <hal-01446461>, preprint, ArXiV:extended, code+data, poster, slides.
GM17_redescriptiona: Esther Galbrun and Pauli Miettinen. Redescription Mining: An Overview. IEEE Intelligent Informatics Bulletin, 18(2):7–12, 2017. <hal-01726074>, preprint.
GM17_redescriptionb: Esther Galbrun and Pauli Miettinen. Redescription Mining. SpringerBriefs in Computer Science., Springer, Cham, 2017. doi:10.1007/978-3-319-72889-6, <hal-01726072>, preprint.
GGT16_topk: Esther Galbrun, Aristides Gionis, and Nikolaj Tatti. Top-k overlapping densest subgraphs. Data Mining and Knowledge Discovery, 30(5):1134 – 1165, 2016. doi:10.1007/s10618-016-0464-z, <hal-01399184>, preprint, code, data-nets, data-synth.
GM16_analysing: Esther Galbrun and Pauli Miettinen. Analysing Political Opinions Using Redescription Mining. In Proceedings of the Data Mining in Politics worshop at ICDM 2016, DMiP'16. Barcelona, Spain, 2016. <hal-01399254>, preprint.
KGM16_sets: Janis Kalofolias, Esther Galbrun, and Pauli Miettinen. From Sets of Good Redescriptions to Good Sets of Redescriptions. In ICDM'16 - 16th IEEE International Conference on Data Mining. Barcelona, Spain, 2016. <hal-01399294>, preprint, code.
ZGM15_mining: Tetiana Zinchenko, Esther Galbrun, and Pauli Miettinen. Mining Predictive Redescriptions with Trees . In Proceedings of the 15th IEEE International Conference on Data Mining [Demo], ICDM'15. Atlantic City, NJ, United States, 2015. <hal-01399285>, preprint, website.
vLG15_association: Matthijs van Leeuwen and Esther Galbrun. Association Discovery in Two-View Data. IEEE Transactions on Knowledge and Data Engineering, 27(12):3190 – 3202, 2015. doi:10.1109/TKDE.2015.2453159, <hal-01242988>, preprint, ICDEabstract, ICDEposter, code.
GGT14_overlapping: Esther Galbrun, Aristides Gionis, and Nikolaj Tatti. Overlapping community detection in labeled graphs. Data Mining and Knowledge Discovery, 28(5):1586 – 1610, 2014. doi:10.1007/s10618-014-0373-y, <hal-01399127>, preprint, code+data, poster, slides.
GK14_finding: Esther Galbrun and Angelika Kimmig. Finding relational redescriptions. Machine Learning, 96(3):225–248, 2014. doi:10.1007/s10994-013-5402-3, <hal-01399196>, preprint, MPIIslides, code.
GM14_interactive: Esther Galbrun and Pauli Miettinen. Interactive redescription mining. In Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data, SIGMOD'14. Snowbird, UT, United States, 2014. ACM Press. doi:10.1145/2588555.2594520, <hal-01399276>, preprint, poster, website.
GPT14_safe: Esther Galbrun, Konstantinos Pelechrinis, and Evimaria Terzi. Safe Navigation in Urban Environments. In 3rd International Workshop on Urban Computing at KDD 2014, UrbComp'14, Proceedings of the 3rd International Workshop on Urban Computing at KDD 2014, UrbComp'14. New-York, United States, 2014. <hal-01399249>, preprint, code+data, slides.
GalPHD13: Esther Galbrun. Methods for Redescription Mining. PhD thesis, University of Helsinki, 2013. <tel-01399364>, preprint, slides.
JG13_topical: Vidit Jain and Esther Galbrun. Topical organization of user comments and application to content recommendation. In International Conference on World Wide Web. Rio de Janeiro, Brazil, 2013. doi:10.1145/2487788.2487812, <hal-01399275>, preprint, poster.
GK12_towards: Esther Galbrun and Angelika Kimmig. Towards Finding Relational Redescriptions. In Proceedings of the 15th International Conference on Discovery Science, DS'12. Lyon, France, 2012. doi:10.1007/978-3-642-33492-4_7, <hal-01399271>, preprint, code, slides.
GM12_black: Esther Galbrun and Pauli Miettinen. From black and white to full color: extending redescription mining outside the Boolean world. Statistical Analysis and Data Mining, 5(4):284–303, 2012. doi:10.1002/sam.11145, <hal-01399211>, preprint, code:GM11_black, erratum.
GM12_case: Esther Galbrun and Pauli Miettinen. A Case of Visual and Interactive Data Analysis: Geospatial Redescription Mining. In Proceedings of the Instant Interactive Data Mining Workshop at ECML/PKDD 2012, IID'12, 1–12. Bristol, United Kingdom, 2012. <hal-01399237>, preprint.
GM12_siren: Esther Galbrun and Pauli Miettinen. Siren: An Interactive Tool for Mining and Visualizing Geospatial Redescriptions . In 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'12, Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'12. Beijing, China, 2012. <hal-01399268>, preprint, code, poster.
KGTdR12_patterns: Angelika Kimmig, Esther Galbrun, Hannu Toivonen, and Luc de Raedt. Patterns and Logic for Reasoning with Networks. In Bisociative Knowledge Discovery, pages 122–143. 2012. doi:10.1007/978-3-642-31830-6_9, <hal-01399225>, preprint.
GM11_black: Esther Galbrun and Pauli Miettinen. From black and white to full colour: extending redescription mining outside the Boolean world. In Proceedings of the 11th SIAM International Conference on Data Mining, SDM'11. Phoenix, AZ, United States, 2011. doi:10.1137/1.9781611972818.47, <hal-01399265>, preprint, code, poster, slides.
Gal09_phrase: Esther Galbrun. Phrase table pruning for Statistical Machine Translation. Technical Report C-2009-22, University of Helsinki, 2009. <hal-01399371>, preprint.