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Extreme-value-theoretic estimation of local intrinsic dimensionality

JOURNAL ARTICLE published November 2018 in Data Mining and Knowledge Discovery

Authors: Laurent Amsaleg | Oussama Chelly | Teddy Furon | Stéphane Girard | Michael E. Houle | Ken-ichi Kawarabayashi | Michael Nett

PAC-Bayesian lifelong learning for multi-armed bandits

JOURNAL ARTICLE published March 2022 in Data Mining and Knowledge Discovery

Authors: Hamish Flynn | David Reeb | Melih Kandemir | Jan Peters

JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

Authors: Usama Fayyad

MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data

JOURNAL ARTICLE published September 2017 in Data Mining and Knowledge Discovery

Research funded by BMBF (Kallimachos) | Deutsche Forschungsgemeinschaft (PoSTs II)

Authors: Martin Becker | Florian Lemmerich | Philipp Singer | Markus Strohmaier | Andreas Hotho

Scalable Clustering Algorithms with Balancing Constraints

JOURNAL ARTICLE published 25 September 2006 in Data Mining and Knowledge Discovery

Authors: Arindam Banerjee | Joydeep Ghosh

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

A semi-supervised interactive algorithm for change point detection

JOURNAL ARTICLE published 28 August 2023 in Data Mining and Knowledge Discovery

Research funded by FP7 Ideas: European Research Council (802895)

Authors: Zhenxiang Cao | Nick Seeuws | Maarten De Vos | Alexander Bertrand

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

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

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

Mondrian forest for data stream classification under memory constraints

JOURNAL ARTICLE published 17 October 2023 in Data Mining and Knowledge Discovery

Research funded by Natural Sciences and Engineering Research Council of Canada (http://dx.doi.org/10.13039/501100000038)

Authors: Martin Khannouz | Tristan Glatard