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Accelerated EM-based clustering of large data sets

JOURNAL ARTICLE published 25 September 2006 in Data Mining and Knowledge Discovery

Authors: Jakob J. Verbeek | Jan R. J. Nunnink | Nikos Vlassis

Mining relaxed functional dependencies from data

JOURNAL ARTICLE published March 2020 in Data Mining and Knowledge Discovery

Authors: Loredana Caruccio | Vincenzo Deufemia | Giuseppe Polese

MrTF: model refinery for transductive federated learning

JOURNAL ARTICLE published September 2023 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (61921006,62006118,62276131) | National Key RD Program of China (2022YFF0712100) | Fundamental Research Funds for the Central Universities (NJ2022028,30922010317)

Authors: Xin-Chun Li | Yang Yang | De-Chuan Zhan

Generic visual analysis for multi- and hyperspectral image data

JOURNAL ARTICLE published July 2013 in Data Mining and Knowledge Discovery

Authors: Björn Labitzke | Serkan Bayraktar | Andreas Kolb

Pseudoinverse graph convolutional networks

JOURNAL ARTICLE published July 2021 in Data Mining and Knowledge Discovery

Research funded by Sächsische Aufbaubank (100378180)

Authors: Dominik Alfke | Martin Stoll

Aggregative quantification for regression

JOURNAL ARTICLE published March 2014 in Data Mining and Knowledge Discovery

Authors: Antonio Bella | Cèsar Ferri | José Hernández-Orallo | María José Ramírez-Quintana

Beyond rankings: comparing directed acyclic graphs

JOURNAL ARTICLE published September 2015 in Data Mining and Knowledge Discovery

Authors: Eric Malmi | Nikolaj Tatti | Aristides Gionis

Summarizing numeric spatial data streams by trend cluster discovery

JOURNAL ARTICLE published January 2015 in Data Mining and Knowledge Discovery

Authors: Annalisa Appice | Anna Ciampi | Donato Malerba

A fast ensemble pruning algorithm based on pattern mining process

JOURNAL ARTICLE published October 2009 in Data Mining and Knowledge Discovery

Authors: Qiang-Li Zhao | Yan-Huang Jiang | Ming Xu

Correlating burst events on streaming stock market data

JOURNAL ARTICLE published February 2008 in Data Mining and Knowledge Discovery

Authors: Michail Vlachos | Kun-Lung Wu | Shyh-Kwei Chen | Philip S. Yu

The network-untangling problem: from interactions to activity timelines

JOURNAL ARTICLE published January 2021 in Data Mining and Knowledge Discovery

Research funded by Academy of Finland (Nestor (286211)) | H2020 European Research Council (SoBigData (654024)) | Tekes (Re:Know)

Authors: Polina Rozenshtein | Nikolaj Tatti | Aristides Gionis

DAMP: accurate time series anomaly detection on trillions of datapoints and ultra-fast arriving data streams

JOURNAL ARTICLE published March 2023 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation: NSF (2103976,OIA-1757207,CNS-2008910,RI-2104537) | French National Research Agency (ANR-19-P3IA-0002)

Authors: Yue Lu | Renjie Wu | Abdullah Mueen | Maria A. Zuluaga | Eamonn Keogh

A survey on enhanced subspace clustering

JOURNAL ARTICLE published March 2013 in Data Mining and Knowledge Discovery

Authors: Kelvin Sim | Vivekanand Gopalkrishnan | Arthur Zimek | Gao Cong

On mining latent treatment patterns from electronic medical records

JOURNAL ARTICLE published July 2015 in Data Mining and Knowledge Discovery

Authors: Zhengxing Huang | Wei Dong | Peter Bath | Lei Ji | Huilong Duan

Sampling online social networks by random walk with indirect jumps

JOURNAL ARTICLE published January 2019 in Data Mining and Knowledge Discovery

Authors: Junzhou Zhao | Pinghui Wang | John C. S. Lui | Don Towsley | Xiaohong Guan

Sequence graph transform (SGT): a feature embedding function for sequence data mining

JOURNAL ARTICLE published March 2022 in Data Mining and Knowledge Discovery

Authors: Chitta Ranjan | Samaneh Ebrahimi | Kamran Paynabar

Continuous treatment effect estimation via generative adversarial de-confounding

JOURNAL ARTICLE published November 2021 in Data Mining and Knowledge Discovery

Authors: Kun Kuang | Yunzhe Li | Bo Li | Peng Cui | Hongxia Yang | Jianrong Tao | Fei Wu

Mining Pareto-optimal counterfactual antecedents with a branch-and-bound model-agnostic algorithm

JOURNAL ARTICLE published 16 December 2022 in Data Mining and Knowledge Discovery

Research funded by Conselho Nacional de Desenvolvimento Científico e Tecnológico (312483/2018-0)

Authors: Marcos M. Raimundo | Luis Gustavo Nonato | Jorge Poco

Revealing the structural behaviour of Brunelleschi’s Dome with machine learning techniques

JOURNAL ARTICLE published 6 February 2024 in Data Mining and Knowledge Discovery

Research funded by Next Generation EU program (NRRP Mission 4 - CN1)

Authors: Stefano Masini | Silvia Bacci | Fabrizio Cipollini | Bruno Bertaccini

Temporal density extrapolation using a dynamic basis approach

JOURNAL ARTICLE published September 2019 in Data Mining and Knowledge Discovery

Research funded by OeNB Anniversary Fund (17028)

Authors: G. Krempl | D. Lang | V. Hofer