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Personalised meta-path generation for heterogeneous graph neural networks

JOURNAL ARTICLE published November 2022 in Data Mining and Knowledge Discovery

Research funded by Ministry of Science and Technology (MOST) of Taiwan (109-2636-E-006-017,108-2218-E-006-036)

Authors: Zhiqiang Zhong | Cheng-Te Li | Jun Pang

Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile

JOURNAL ARTICLE published January 2018 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (IIS-1161997 II)

Authors: Chin-Chia Michael Yeh | Yan Zhu | Liudmila Ulanova | Nurjahan Begum | Yifei Ding | Hoang Anh Dau | Zachary Zimmerman | Diego Furtado Silva | Abdullah Mueen | Eamonn Keogh

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

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

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

Tensor factorization using auxiliary information

JOURNAL ARTICLE published September 2012 in Data Mining and Knowledge Discovery

Authors: Atsuhiro Narita | Kohei Hayashi | Ryota Tomioka | Hisashi Kashima

Introducing time series snippets: a new primitive for summarizing long time series

JOURNAL ARTICLE published November 2020 in Data Mining and Knowledge Discovery

Research funded by National Institutes of Health (R01HD083431) | National Science Foundation (1544969,1510741)

Authors: Shima Imani | Frank Madrid | Wei Ding | Scott E. Crouter | Eamonn Keogh

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

Addressing the cold-start problem in location recommendation using geo-social correlations

JOURNAL ARTICLE published March 2015 in Data Mining and Knowledge Discovery

Authors: Huiji Gao | Jiliang Tang | Huan Liu

Differentially private nearest neighbor classification

JOURNAL ARTICLE published September 2017 in Data Mining and Knowledge Discovery

Research funded by Türkiye Bilimsel ve Teknolojik Aras,tirma Kurumu (114E261)

Authors: Mehmet Emre Gursoy | Ali Inan | Mehmet Ercan Nergiz | Yucel Saygin

Tree pattern expression for extracting information from syntactically parsed text corpora

JOURNAL ARTICLE published January 2011 in Data Mining and Knowledge Discovery

Authors: Yong Suk Choi

Unsupervised dimensionality reduction versus supervised regularization for classification from sparse data

JOURNAL ARTICLE published July 2019 in Data Mining and Knowledge Discovery

Authors: Jessica Clark | Foster Provost

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

Comparing apples and oranges: measuring differences between exploratory data mining results

JOURNAL ARTICLE published September 2012 in Data Mining and Knowledge Discovery

Authors: Nikolaj Tatti | Jilles Vreeken

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

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

Using metarules to organize and group discovered association rules

JOURNAL ARTICLE published June 2007 in Data Mining and Knowledge Discovery

Authors: Abdelaziz Berrado | George C. Runger

Discovering outlying aspects in large datasets

JOURNAL ARTICLE published November 2016 in Data Mining and Knowledge Discovery

Research funded by University of Melbourne (ECR15) | Australian Research Council (FT110100112) | Australian Research Council (DP140101969)

Authors: Nguyen Xuan Vinh | Jeffrey Chan | Simone Romano | James Bailey | Christopher Leckie | Kotagiri Ramamohanarao | Jian Pei

Interpretation of text patterns

JOURNAL ARTICLE published July 2018 in Data Mining and Knowledge Discovery

Research funded by Australian Research Council (DP140103157)

Authors: Md Abul Bashar | Yuefeng Li