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Visual analysis of pressure in football

JOURNAL ARTICLE published November 2017 in Data Mining and Knowledge Discovery

Authors: Gennady Andrienko | Natalia Andrienko | Guido Budziak | Jason Dykes | Georg Fuchs | Tatiana von Landesberger | Hendrik Weber

Detecting virtual concept drift of regressors without ground truth values

JOURNAL ARTICLE published May 2021 in Data Mining and Knowledge Discovery

Research funded by Academy of Finland (326280,326339)

Authors: Emilia Oikarinen | Henri Tiittanen | Andreas Henelius | Kai Puolamäki

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

Optimal selection of benchmarking datasets for unbiased machine learning algorithm evaluation

JOURNAL ARTICLE published March 2024 in Data Mining and Knowledge Discovery

Research funded by Conselho Nacional de Desenvolvimento Científico e Tecnológico (307892/2020-4) | Fundação de Amparo à Pesquisa do Estado de São Paulo (2021/06870-3,2022/10683-7) | Australian Research Council (IC200100009)

Authors: João Luiz Junho Pereira | Kate Smith-Miles | Mario Andrés Muñoz | Ana Carolina Lorena

Correction: A semi‑supervised interactive algorithm for change point detection

JOURNAL ARTICLE published March 2024 in Data Mining and Knowledge Discovery

Authors: Zhenxiang Cao | Nick Seeuws | Maarten De Vos | Alexander Bertrand

Sky-signatures: detecting and characterizing recurrent behavior in sequential data

JOURNAL ARTICLE published March 2024 in Data Mining and Knowledge Discovery

Research funded by European Research Council (694980)

Authors: Clément Gautrais | Peggy Cellier | Thomas Guyet | René Quiniou | Alexandre Termier

Network embedding based on high-degree penalty and adaptive negative sampling

JOURNAL ARTICLE published March 2024 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (61773448) | National Natural Science Foundation of China (62176236)

Authors: Gang-Feng Ma | Xu-Hua Yang | Wei Ye | Xin-Li Xu | Lei Ye

Knowledge base completion by learning pairwise-interaction differentiated embeddings

JOURNAL ARTICLE published September 2015 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (61300080) | National Natural Science Foundation of China (61273217) | National Natural Science Foundation of China (CN) (61175011) | National Natural Science Foundation of China (CN) (61171193) | Chinese 111 program of ‘Advanced Intelligence and Network Service’ (B08004)

Authors: Yu Zhao | Sheng Gao | Patrick Gallinari | Jun Guo

Parallell interacting MCMC for learning of topologies of graphical models

JOURNAL ARTICLE published December 2008 in Data Mining and Knowledge Discovery

Authors: Jukka Corander | Magnus Ekdahl | Timo Koski

Using association rules to mine for strong approximate dependencies

JOURNAL ARTICLE published June 2008 in Data Mining and Knowledge Discovery

Authors: Daniel Sánchez | José María Serrano | Ignacio Blanco | Maria Jose Martín-Bautista | María-Amparo Vila

Efficient Multisplitting Revisited: Optima-Preserving Elimination of Partition Candidates

JOURNAL ARTICLE published March 2004 in Data Mining and Knowledge Discovery

Authors: Tapio Elomaa | Juho Rousu

Structure learning for relational logistic regression: an ensemble approach

JOURNAL ARTICLE published September 2021 in Data Mining and Knowledge Discovery

Authors: Nandini Ramanan | Gautam Kunapuli | Tushar Khot | Bahare Fatemi | Seyed Mehran Kazemi | David Poole | Kristian Kersting | Sriraam Natarajan

Multiple Bayesian discriminant functions for high-dimensional massive data classification

JOURNAL ARTICLE published March 2017 in Data Mining and Knowledge Discovery

Research funded by Natural Sciences and Engineering Research Council of Canada (CA) (396097-2010) | Natural Science Foundation of Fujian Province of China (2015J01238) | National Natural Science Foundation of China (61170130)

Authors: Jianfei Zhang | Shengrui Wang | Lifei Chen | Patrick Gallinari

Fast block-wise partitioning for extreme multi-label classification

JOURNAL ARTICLE published November 2023 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (CCF-1934568,IIS-1901527,IIS-2008173,CCF-1934568,DMS-1916125,DMS-2113605)

Authors: Yuefeng Liang | Cho-Jui Hsieh | Thomas C. M. Lee

Symmetry properties and asymmetry evaluation of Bayesian Confirmation Measures

JOURNAL ARTICLE published November 2023 in Data Mining and Knowledge Discovery

Authors: Emilio Celotto | Andrea Ellero | Paola Ferretti

TIRPClo: efficient and complete mining of time intervals-related patterns

JOURNAL ARTICLE published September 2023 in Data Mining and Knowledge Discovery

Research funded by Ministry of Science, Technology and Space (8760441) | Kreitman School of Advanced Graduate Studies, Ben-Gurion University of the Negev (1955129)

Authors: Omer Harel | Robert Moskovitch

One-shot relational learning for extrapolation reasoning on temporal knowledge graphs

JOURNAL ARTICLE published July 2023 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (61906030) | Natural Science Foundation of Liaoning Province (2020-BS-063) | Science and Technology Project of Liaoning Province (2021JH2/10300064) | Youth Science and Technology Star Support Program of Dalian City (2021RQ057)

Authors: Ruixin Ma | Biao Mei | Yunlong Ma | Hongyan Zhang | Meihong Liu | Liang Zhao