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VFC-SMOTE: very fast continuous synthetic minority oversampling for evolving data streams

JOURNAL ARTICLE published November 2021 in Data Mining and Knowledge Discovery

Authors: Alessio Bernardo | Emanuele Della Valle

JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

Authors: David W. Pfitzner | John K. Salmon | Thomas Sterling

A real-time temporal Bayesian architecture for event surveillance and its application to patient-specific multiple disease outbreak detection

JOURNAL ARTICLE published May 2010 in Data Mining and Knowledge Discovery

Authors: Xia Jiang | Gregory F. Cooper

JOURNAL ARTICLE published 1999 in Data Mining and Knowledge Discovery

Authors: Y. Xiang | T. Chu

Link prediction in dynamic networks using random dot product graphs

JOURNAL ARTICLE published September 2021 in Data Mining and Knowledge Discovery

Authors: Francesco Sanna Passino | Anna S. Bertiger | Joshua C. Neil | Nicholas A. Heard

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

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

Sequential recommendation with metric models based on frequent sequences

JOURNAL ARTICLE published May 2021 in Data Mining and Knowledge Discovery

Authors: Corentin Lonjarret | Roch Auburtin | Céline Robardet | Marc Plantevit

Exploiting unlabeled data to enhance ensemble diversity

JOURNAL ARTICLE published January 2013 in Data Mining and Knowledge Discovery

Authors: Min-Ling Zhang | Zhi-Hua Zhou

Visualizing multi-dimensional decision boundaries in 2D

JOURNAL ARTICLE published January 2015 in Data Mining and Knowledge Discovery

Authors: M. A. Migut | M. Worring | C. J. Veenman

Mining Web Log Sequential Patterns with Position Coded Pre-Order Linked WAP-Tree

JOURNAL ARTICLE published January 2005 in Data Mining and Knowledge Discovery

Authors: C.I. Ezeife | Yi Lu

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