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Interesting pattern mining in multi-relational data

JOURNAL ARTICLE published May 2014 in Data Mining and Knowledge Discovery

Authors: Eirini Spyropoulou | Tijl De Bie | Mario Boley

JOURNAL ARTICLE published 1998 in Data Mining and Knowledge Discovery

Authors: Jef Wijsen | Robert Meersman

A regularized graph layout framework for dynamic network visualization

JOURNAL ARTICLE published July 2013 in Data Mining and Knowledge Discovery

Authors: Kevin S. Xu | Mark Kliger | Alfred O. Hero

Counterfactual explanations as interventions in latent space

JOURNAL ARTICLE published 7 November 2022 in Data Mining and Knowledge Discovery

Authors: Riccardo Crupi | Alessandro Castelnovo | Daniele Regoli | Beatriz San Miguel Gonzalez

Mining top-K frequent itemsets through progressive sampling

JOURNAL ARTICLE published September 2010 in Data Mining and Knowledge Discovery

Authors: Andrea Pietracaprina | Matteo Riondato | Eli Upfal | Fabio Vandin

Data mining with Temporal Abstractions: learning rules from time series

JOURNAL ARTICLE published 17 August 2007 in Data Mining and Knowledge Discovery

Authors: Lucia Sacchi | Cristiana Larizza | Carlo Combi | Riccardo Bellazzi

JOURNAL ARTICLE published 2003 in Data Mining and Knowledge Discovery

Authors: Cristian Bucilă

Skopus: Mining top-k sequential patterns under leverage

JOURNAL ARTICLE published September 2016 in Data Mining and Knowledge Discovery

Research funded by China Meteorological Administration (GYHY201306070) | Australian Research Council (DP140100087) | Air Force Research Laboratory (FA2386-15-1-4007)

Authors: François Petitjean | Tao Li | Nikolaj Tatti | Geoffrey I. Webb

Activity recognition in beach volleyball using a Deep Convolutional Neural Network

JOURNAL ARTICLE published November 2017 in Data Mining and Knowledge Discovery

Authors: Thomas Kautz | Benjamin H. Groh | Julius Hannink | Ulf Jensen | Holger Strubberg | Bjoern M. Eskofier

Fast, accurate and explainable time series classification through randomization

JOURNAL ARTICLE published March 2024 in Data Mining and Knowledge Discovery

Research funded by Australian Research Council's Discovery Projects (DP170102472)

Authors: Nestor Cabello | Elham Naghizade | Jianzhong Qi | Lars Kulik

Exact variable-length anomaly detection algorithm for univariate and multivariate time series

JOURNAL ARTICLE published November 2018 in Data Mining and Knowledge Discovery

Research funded by Semiconductor Research Corporation (2015-IN-2611)

Authors: Xing Wang | Jessica Lin | Nital Patel | Martin Braun

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

Infinite ensemble clustering

JOURNAL ARTICLE published March 2018 in Data Mining and Knowledge Discovery

Research funded by Directorate for Computer and Information Science and Engineering (1314484) | Office of Naval Research Global (N00014-12-1-1028) | U.S. Naval Research Laboratory (N00014-14-1-0484) | Army Research Laboratory (W911NF-14-1-0218)

Authors: Hongfu Liu | Ming Shao | Sheng Li | Yun Fu

Detecting cooperative and organized spammer groups in micro-blogging community

JOURNAL ARTICLE published May 2017 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (61572397) | National Natural Science Foundation of China (CN) (61502383,61375040) | National Natural Science Foundation of China (CN) (61571360)

Authors: Qi Dang | Yadong Zhou | Feng Gao | Qindong Sun

Mining process models with non-free-choice constructs

JOURNAL ARTICLE published October 2007 in Data Mining and Knowledge Discovery

Authors: Lijie Wen | Wil M. P. van der Aalst | Jianmin Wang | Jiaguang Sun

JOURNAL ARTICLE published 2002 in Data Mining and Knowledge Discovery

Authors: Huan Liu | Farhad Hussain | Chew Lim Tan | Manoranjan Dash

Community discovery using nonnegative matrix factorization

JOURNAL ARTICLE published May 2011 in Data Mining and Knowledge Discovery

Authors: Fei Wang | Tao Li | Xin Wang | Shenghuo Zhu | Chris Ding

JOURNAL ARTICLE published 2001 in Data Mining and Knowledge Discovery

Authors: R.D. Lawrence | G.S. Almasi | V. Kotlyar | M.S. Viveros | S.S. Duri

Adversarial balancing-based representation learning for causal effect inference with observational data

JOURNAL ARTICLE published July 2021 in Data Mining and Knowledge Discovery

Authors: Xin Du | Lei Sun | Wouter Duivesteijn | Alexander Nikolaev | Mykola Pechenizkiy

Using EmotiBlog to annotate and analyse subjectivity in the new textual genres

JOURNAL ARTICLE published November 2012 in Data Mining and Knowledge Discovery

Authors: Ester Boldrini | Alexandra Balahur | Patricio Martínez-Barco | Andrés Montoyo