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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 |
Guest editors introduction: special issue of the ECMLPKDD 2015 journal track JOURNAL ARTICLE published September 2015 in Data Mining and Knowledge Discovery |
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) |
Guest Editors’ Introduction: special issue of selected papers from ECML PKDD 2011 JOURNAL ARTICLE published September 2012 in Data Mining and Knowledge Discovery |
Guest editors’ introduction: special issue of selected papers from ECML PKDD 2009 JOURNAL ARTICLE published October 2009 in Data Mining and Knowledge Discovery |
Mining closed strict episodes JOURNAL ARTICLE published July 2012 in Data Mining and Knowledge Discovery |
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) |
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) |
Very fast decision rules for classification in data streams JOURNAL ARTICLE published January 2015 in Data Mining and Knowledge Discovery |
How to “alternatize” a clustering algorithm JOURNAL ARTICLE published September 2013 in Data Mining and Knowledge Discovery |
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 |
A preconditioned conjugate gradient algorithm for GeneRank with application to microarray data mining JOURNAL ARTICLE published January 2013 in Data Mining and Knowledge Discovery |
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) |
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 |
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) |
Visualizing dimensionality reduction of systems biology data JOURNAL ARTICLE published July 2013 in Data Mining and Knowledge Discovery |
Affinity analysis for studying physicians’ prescription behavior. JOURNAL ARTICLE published July 2021 in Data Mining and Knowledge Discovery |
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) |
The effect of homogeneity on the computational complexity of combinatorial data anonymization JOURNAL ARTICLE published January 2014 in Data Mining and Knowledge Discovery |