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Guest editors’ introduction: special issue of the ECML/PKDD 2014 journal track

JOURNAL ARTICLE published September 2014 in Data Mining and Knowledge Discovery

Authors: Toon Calders | Floriana Esposito | Eyke Hüllermeier | Rosa Meo

Parameter learning in hybrid Bayesian networks using prior knowledge

JOURNAL ARTICLE published May 2016 in Data Mining and Knowledge Discovery

Authors: Inmaculada Pérez-Bernabé | Antonio Fernández | Rafael Rumí | Antonio Salmerón

Topic change point detection using a mixed Bayesian model

JOURNAL ARTICLE published January 2022 in Data Mining and Knowledge Discovery

Research funded by the fundamental research funds for the central universities and the research funds of renmin university of china (21XNA026)

Authors: Xiaoling Lu | Yuxuan Guo | Jiayi Chen | Feifei Wang

Editorial

JOURNAL ARTICLE published August 2007 in Data Mining and Knowledge Discovery

Authors: Geoffrey I. Webb

Coupled block diagonal regularization for multi-view subspace clustering

JOURNAL ARTICLE published September 2022 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (61972264) | Natural Science Foundation of Guangdong Province (2019A1515010894) | Natural Science Foundation of Henan Province (212300410320)

Authors: Huazhu Chen | Weiwei Wang | Shousheng Luo

Labeled Phrase Latent Dirichlet Allocation and its online learning algorithm

JOURNAL ARTICLE published July 2018 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (61402036,61772076) | National Key Research and Development Program of China (2016YFB1000902) | Beijing Advanced Innovation Center for Imaging Technology (BAICIT-2016007) | Open Fund Project from Beijing Key Laboratory of Internet Culture and Digital Dissemination Research (ICDD201701) | Open Fund Project of Fujian Provincial Key Laboratory of Information Processing and Intelligent Control (MJUKF201738)

Authors: Yi-Kun Tang | Xian-Ling Mao | Heyan Huang

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

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

An external stability audit framework to test the validity of personality prediction in AI hiring

JOURNAL ARTICLE published November 2022 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (1934464,1922658) | National Science Foundation (1916505) | Underwriters Laboratories (CASMI seed grant)

Authors: Alene K. Rhea | Kelsey Markey | Lauren D’Arinzo | Hilke Schellmann | Mona Sloane | Paul Squires | Falaah Arif Khan | Julia Stoyanovich

Erratum to: A link mining algorithm for earnings forecast and trading

JOURNAL ARTICLE published November 2010 in Data Mining and Knowledge Discovery

Authors: Germán Creamer | Sal Stolfo

Erratum to: Mining local and tail dependence structures based on pointwise mutual information

JOURNAL ARTICLE published January 2013 in Data Mining and Knowledge Discovery

Authors: Teruko Takada

ForestDSH: a universal hash design for discrete probability distributions

JOURNAL ARTICLE published May 2021 in Data Mining and Knowledge Discovery

Research funded by National Institutes of Health (DP2GM137413)

Authors: Arash Gholami Davoodi | Sean Chang | Hyun Gon Yoo | Anubhav Baweja | Mihir Mongia | Hosein Mohimani

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

Irrevocable-choice algorithms for sampling from a stream

JOURNAL ARTICLE published September 2016 in Data Mining and Knowledge Discovery

Research funded by MSR/IARPA (007905-002)

Authors: Yan Zhu | Eamonn Keogh

JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

Authors: Kenneth C. Cox | Stephen G. Eick | Graham J. Wills | Ronald J. Brachman

Using the minimum description length to discover the intrinsic cardinality and dimensionality of time series

JOURNAL ARTICLE published March 2015 in Data Mining and Knowledge Discovery

Authors: Bing Hu | Thanawin Rakthanmanon | Yuan Hao | Scott Evans | Stefano Lonardi | Eamonn Keogh

Matrix profile goes MAD: variable-length motif and discord discovery in data series

JOURNAL ARTICLE published July 2020 in Data Mining and Knowledge Discovery

Authors: Michele Linardi | Yan Zhu | Themis Palpanas | Eamonn Keogh

Accelerating the discovery of unsupervised-shapelets

JOURNAL ARTICLE published January 2016 in Data Mining and Knowledge Discovery

Authors: Jesin Zakaria | Abdullah Mueen | Eamonn Keogh | Neal Young

Structural Periodic Measures for Time-Series Data

JOURNAL ARTICLE published January 2006 in Data Mining and Knowledge Discovery

Authors: Michail Vlachos | Philip S. Yu | Vittorio Castelli | Christopher Meek

For real: a thorough look at numeric attributes in subgroup discovery

JOURNAL ARTICLE published January 2021 in Data Mining and Knowledge Discovery

Authors: Marvin Meeng | Arno Knobbe