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Fast and robust video-based exercise classification via body pose tracking and scalable multivariate time series classifiers

JOURNAL ARTICLE published March 2023 in Data Mining and Knowledge Discovery

Research funded by Science Foundation Ireland (12/RC/2289_P2)

Authors: Ashish Singh | Antonio Bevilacqua | Thach Le Nguyen | Feiyan Hu | Kevin McGuinness | Martin O’Reilly | Darragh Whelan | Brian Caulfield | Georgiana Ifrim

JOURNAL ARTICLE published 1999 in Data Mining and Knowledge Discovery

Authors: Foster Provost | Venkateswarlu Kolluri

Binary matrix factorization for analyzing gene expression data

JOURNAL ARTICLE published January 2010 in Data Mining and Knowledge Discovery

Authors: Zhong-Yuan Zhang | Tao Li | Chris Ding | Xian-Wen Ren | Xiang-Sun Zhang

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

Guest Editorial: Special Issue on impacting patient care by mining medical data

JOURNAL ARTICLE published May 2010 in Data Mining and Knowledge Discovery

Authors: Rómer E. Rosales | R. Bharat Rao

Descriptive matrix factorization for sustainability Adopting the principle of opposites

JOURNAL ARTICLE published March 2012 in Data Mining and Knowledge Discovery

Authors: Christian Thurau | Kristian Kersting | Mirwaes Wahabzada | Christian Bauckhage

A computational approach inspired by simulated annealing to study the stability of protein interaction networks in cancer and neurological disorders

JOURNAL ARTICLE published January 2016 in Data Mining and Knowledge Discovery

Authors: Kristina Ibáñez | María Guijarro | Gonzalo Pajares | Alfonso Valencia

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

Classifier evaluation and attribute selection against active adversaries

JOURNAL ARTICLE published January 2011 in Data Mining and Knowledge Discovery

Authors: Murat Kantarcıoğlu | Bowei Xi | Chris Clifton

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

VizRank: Data Visualization Guided by Machine Learning

JOURNAL ARTICLE published September 2006 in Data Mining and Knowledge Discovery

Authors: Gregor Leban | Blaž Zupan | Gaj Vidmar | Ivan Bratko

End-to-end deep representation learning for time series clustering: a comparative study

JOURNAL ARTICLE published January 2022 in Data Mining and Knowledge Discovery

Research funded by Agence Nationale de la Recherche (ANR-17-CE23-0015)

Authors: Baptiste Lafabregue | Jonathan Weber | Pierre Gançarski | Germain Forestier

Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets

JOURNAL ARTICLE published January 2022 in Data Mining and Knowledge Discovery

Authors: Tatiana Makhalova | Sergei O. Kuznetsov | Amedeo Napoli

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

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

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

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

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