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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

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

MIDIA: exploring denoising autoencoders for missing data imputation

JOURNAL ARTICLE published November 2020 in Data Mining and Knowledge Discovery

Research funded by China Postdoctoral Science Foundation (2019M661077) | National Science Foundation (IIS-1717084) | National Natural Science Foundation of China (61433008)

Authors: Qian Ma | Wang-Chien Lee | Tao-Yang Fu | Yu Gu | Ge Yu

SIAS-miner: mining subjectively interesting attributed subgraphs

JOURNAL ARTICLE published March 2020 in Data Mining and Knowledge Discovery

Authors: Anes Bendimerad | Ahmad Mel | Jefrey Lijffijt | Marc Plantevit | Céline Robardet | Tijl De Bie

Mining communities and their descriptions on attributed graphs: a survey

JOURNAL ARTICLE published May 2021 in Data Mining and Knowledge Discovery

Authors: Martin Atzmueller | Stephan Günnemann | Albrecht Zimmermann

struc2gauss: Structural role preserving network embedding via Gaussian embedding

JOURNAL ARTICLE published July 2020 in Data Mining and Knowledge Discovery

Authors: Yulong Pei | Xin Du | Jianpeng Zhang | George Fletcher | Mykola Pechenizkiy

Genetic process mining: an experimental evaluation

JOURNAL ARTICLE published April 2007 in Data Mining and Knowledge Discovery

Authors: A. K. A. de Medeiros | A. J. M. M. Weijters | W. M. P. van der Aalst

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

Visualizing image content to explain novel image discovery

JOURNAL ARTICLE published November 2020 in Data Mining and Knowledge Discovery

Authors: Jake H. Lee | Kiri L. Wagstaff

Hyperbolic node embedding for temporal networks

JOURNAL ARTICLE published September 2021 in Data Mining and Knowledge Discovery

Authors: Lili Wang | Chenghan Huang | Weicheng Ma | Ruibo Liu | Soroush Vosoughi