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An integrated, generic approach to pattern mining: data mining template library

JOURNAL ARTICLE published December 2008 in Data Mining and Knowledge Discovery

Authors: Vineet Chaoji | Mohammad Al Hasan | Saeed Salem | Mohammed J. Zaki

All normalized anti-monotonic overlap graph measures are bounded

JOURNAL ARTICLE published November 2011 in Data Mining and Knowledge Discovery

Authors: Toon Calders | Jan Ramon | Dries Van Dyck

An improvement of the parameterized frequent directions algorithm

JOURNAL ARTICLE published March 2018 in Data Mining and Knowledge Discovery

Authors: Deena P. Francis | Kumudha Raimond

Streaming changepoint detection for transition matrices

JOURNAL ARTICLE published July 2021 in Data Mining and Knowledge Discovery

Research funded by Imperial College London (President’s PhD scholarship)

Authors: Joshua Plasse | Henrique Hoeltgebaum | Niall M. Adams

Making clusterings fairer by post-processing: algorithms, complexity results and experiments

JOURNAL ARTICLE published July 2023 in Data Mining and Knowledge Discovery

Research funded by Directorate for Computer and Information Science and Engineering (IIS-1908530,IIS-1910306)

Authors: Ian Davidson | Zilong Bai | Cindy Mylinh Tran | S. S. Ravi

Outlier detection using binary decision diagrams

JOURNAL ARTICLE published March 2017 in Data Mining and Knowledge Discovery

Authors: Takuro Kutsuna | Akihiro Yamamoto

Fast support vector machines for convolution tree kernels

JOURNAL ARTICLE published September 2012 in Data Mining and Knowledge Discovery

Authors: Aliaksei Severyn | Alessandro Moschitti

Reviewer acknowledgment

JOURNAL ARTICLE published July 2017 in Data Mining and Knowledge Discovery

Using regression makes extraction of shared variation in multiple datasets easy

JOURNAL ARTICLE published September 2016 in Data Mining and Knowledge Discovery

Research funded by Tekes (5159/31/2014,40228/13) | Academy of Finland (251170,26696)

Authors: Jussi Korpela | Andreas Henelius | Lauri Ahonen | Arto Klami | Kai Puolamäki

Efficiently finding unusual shapes in large image databases

JOURNAL ARTICLE published December 2008 in Data Mining and Knowledge Discovery

Authors: Li Wei | Eamonn Keogh | Xiaopeng Xi | Melissa Yoder

Discovering Classification from Data of Multiple Sources

JOURNAL ARTICLE published 3 May 2006 in Data Mining and Knowledge Discovery

Authors: Charles X. Ling | Qiang Yang

SkyGraph: an algorithm for important subgraph discovery in relational graphs

JOURNAL ARTICLE published August 2008 in Data Mining and Knowledge Discovery

Authors: Apostolos N. Papadopoulos | Apostolos Lyritsis | Yannis Manolopoulos

Tackling ordinal regression problem for heterogeneous data: sparse and deep multi-task learning approaches

JOURNAL ARTICLE published May 2021 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (CNS-1637312,CCF-1451316)

Authors: Lu Wang | Dongxiao Zhu

Large scale K-means clustering using GPUs

JOURNAL ARTICLE published January 2023 in Data Mining and Knowledge Discovery

Authors: Mi Li | Eibe Frank | Bernhard Pfahringer

The best privacy defense is a good privacy offense: obfuscating a search engine user’s profile

JOURNAL ARTICLE published September 2017 in Data Mining and Knowledge Discovery

Authors: Jörg Wicker | Stefan Kramer

JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

Authors: Paul Stolorz | Ron Musick

Self-organizing maps by difference of convex functions optimization

JOURNAL ARTICLE published September 2014 in Data Mining and Knowledge Discovery

Authors: Hoai An Le Thi | Manh Cuong Nguyen

Guest editor’s introduction: special issue of the ECML PKDD 2013 journal track

JOURNAL ARTICLE published November 2013 in Data Mining and Knowledge Discovery

Authors: Hendrik Blockeel | Kristian Kersting | Siegfried Nijssen | Filip Železný

Fast incremental mining of web sequential patterns with PLWAP tree

JOURNAL ARTICLE published December 2009 in Data Mining and Knowledge Discovery

Authors: C. I. Ezeife | Yi Liu

TCMI: a non-parametric mutual-dependence estimator for multivariate continuous distributions

JOURNAL ARTICLE published September 2022 in Data Mining and Knowledge Discovery

Research funded by H2020 European Research Council (676580,740233) | H2020 European Research Council (676580) | Berlin Big-Data Center (01IS14013E) | H2020 European Research Council (740233)

Authors: Benjamin Regler | Matthias Scheffler | Luca M. Ghiringhelli