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Using Generalized Estimating Equation to Learn Decision Tree with Multivariate Responses

JOURNAL ARTICLE published November 2005 in Data Mining and Knowledge Discovery

Authors: Seong Keon Lee | Hyun-Cheol Kang | Sang-Tae Han | Kwang-Hwan Kim

Guest editors introduction: special issue of the ECMLPKDD 2015 journal track

JOURNAL ARTICLE published September 2015 in Data Mining and Knowledge Discovery

Authors: Concha Bielza | João Gama | Alípio Jorge | Indrė Žliobaitė

Efficient histogram dictionary learning for text/image modeling and classification

JOURNAL ARTICLE published January 2017 in Data Mining and Knowledge Discovery

Research funded by National Research Foundation of Korea (KR) (NRF- 2013R1A1A1076101)

Authors: Minyoung Kim

Guest Editors’ Introduction: special issue of selected papers from ECML PKDD 2011

JOURNAL ARTICLE published September 2012 in Data Mining and Knowledge Discovery

Authors: Dimitrios Gunopulos | Donato Malerba | Michalis Vazirgiannis

Guest editors’ introduction: special issue of selected papers from ECML PKDD 2009

JOURNAL ARTICLE published October 2009 in Data Mining and Knowledge Discovery

Authors: Aleksander Kolcz | Dunja Mladenic | Wray Buntine | Marko Grobelnik | John Shawe-Taylor

Mining closed strict episodes

JOURNAL ARTICLE published July 2012 in Data Mining and Knowledge Discovery

Authors: Nikolaj Tatti | Boris Cule

Fair detection of poisoning attacks in federated learning on non-i.i.d. data

JOURNAL ARTICLE published September 2023 in Data Mining and Knowledge Discovery

Research funded by horizon 2020 framework programme (H2020-871042,H2020-101006879) | icrea (ICREA-Acadèmia Award) | Ministerio de Ciencia e Innovación (PID2021-123637NB-I00)

Authors: Ashneet Khandpur Singh | Alberto Blanco-Justicia | Josep Domingo-Ferrer

Scalable and exact sampling method for probabilistic generative graph models

JOURNAL ARTICLE published November 2018 in Data Mining and Knowledge Discovery

Research funded by CONICYT PAI: (82140043) | National Science Foundation (IIS-1149789) | National Science Foundation (IIS-1618690,IIS-1546488) | National Science Foundation (CCF-0939370)

Authors: Sebastian Moreno | Joseph J. Pfeiffer | Jennifer Neville

Discovering rare categories from graph streams

JOURNAL ARTICLE published March 2017 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (IIS-1552654)

Authors: Dawei Zhou | Arun Karthikeyan | Kangyang Wang | Nan Cao | Jingrui He

Very fast decision rules for classification in data streams

JOURNAL ARTICLE published January 2015 in Data Mining and Knowledge Discovery

Authors: Petr Kosina | João Gama

How to “alternatize” a clustering algorithm

JOURNAL ARTICLE published September 2013 in Data Mining and Knowledge Discovery

Authors: M. Shahriar Hossain | Naren Ramakrishnan | Ian Davidson | Layne T. Watson

Data mining for censored time-to-event data: a Bayesian network model for predicting cardiovascular risk from electronic health record data

JOURNAL ARTICLE published July 2015 in Data Mining and Knowledge Discovery

Authors: Sunayan Bandyopadhyay | Julian Wolfson | David M. Vock | Gabriela Vazquez-Benitez | Gediminas Adomavicius | Mohamed Elidrisi | Paul E. Johnson | Patrick J. O’Connor

A preconditioned conjugate gradient algorithm for GeneRank with application to microarray data mining

JOURNAL ARTICLE published January 2013 in Data Mining and Knowledge Discovery

Authors: Gang Wu | Wei Xu | Ying Zhang | Yimin Wei

Efficient mixture model for clustering of sparse high dimensional binary data

JOURNAL ARTICLE published November 2019 in Data Mining and Knowledge Discovery

Research funded by Narodowe Centrum Nauki (2016/21/D/ST6/00980,2017/25/B/ST6/01271)

Authors: Marek Śmieja | Krzysztof Hajto | Jacek Tabor

A two-step anomaly detection based method for PU classification in imbalanced data sets

JOURNAL ARTICLE published May 2023 in Data Mining and Knowledge Discovery

Authors: Carlos Ortega Vázquez | Seppe vanden Broucke | Jochen De Weerdt

Editor’s Note

JOURNAL ARTICLE published May 2019 in Data Mining and Knowledge Discovery

Deep soccer analytics: learning an action-value function for evaluating soccer players

JOURNAL ARTICLE published September 2020 in Data Mining and Knowledge Discovery

Research funded by Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada (Strategy Project Grant 521357)

Authors: Guiliang Liu | Yudong Luo | Oliver Schulte | Tarak Kharrat

Visualizing dimensionality reduction of systems biology data

JOURNAL ARTICLE published July 2013 in Data Mining and Knowledge Discovery

Authors: Andreas Lehrmann | Michael Huber | Aydin C. Polatkan | Albert Pritzkau | Kay Nieselt

Affinity analysis for studying physicians’ prescription behavior.

JOURNAL ARTICLE published July 2021 in Data Mining and Knowledge Discovery

Authors: Iraklis Varlamis

Discrimination of Alzheimer’s Disease using longitudinal information

JOURNAL ARTICLE published July 2017 in Data Mining and Knowledge Discovery

Research funded by Fundaçẽo para a Ci ência e a Tecnologia (SFRH/BPD/103127/2014,PTDC/EEI-SII/1937/2014) | Fundaçẽo para a Ci ência e a Tecnologia (PTDC/EEI-SII/7092/2014)

Authors: Helena Aidos | For the Alzheimer’s Disease Neuroimaging Initiative | Ana Fred