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Using derivatives in time series classification

JOURNAL ARTICLE published March 2013 in Data Mining and Knowledge Discovery

Authors: Tomasz Górecki | Maciej Łuczak

A Framework for Evaluating Privacy Preserving Data Mining Algorithms*

JOURNAL ARTICLE published September 2005 in Data Mining and Knowledge Discovery

Authors: Elisa Bertino | Igor Nai Fovino | Loredana Parasiliti Provenza

On the use of Human-Computer Interaction for Projected Nearest Neighbor Search

JOURNAL ARTICLE published 12 June 2006 in Data Mining and Knowledge Discovery

Authors: Charu C. Aggarwal

Practical joint human-machine exploration of industrial time series using the matrix profile

JOURNAL ARTICLE published January 2023 in Data Mining and Knowledge Discovery

Authors: Felix Nilsson | Mohamed-Rafik Bouguelia | Thorsteinn Rögnvaldsson

A global optimization method for semi-supervised clustering

JOURNAL ARTICLE published April 2009 in Data Mining and Knowledge Discovery

Authors: Yu Xia

Matrix-variate and higher-order probabilistic projections

JOURNAL ARTICLE published May 2011 in Data Mining and Knowledge Discovery

Authors: Shipeng Yu | Jinbo Bi | Jieping Ye

A general framework for predictive tensor modeling with domain knowledge

JOURNAL ARTICLE published November 2015 in Data Mining and Knowledge Discovery

Authors: Yada Zhu | Jingrui He | Richard D. Lawrence

C-BiLDA extracting cross-lingual topics from non-parallel texts by distinguishing shared from unshared content

JOURNAL ARTICLE published September 2016 in Data Mining and Knowledge Discovery

Research funded by IWT (SBO-130047)

Authors: Geert Heyman | Ivan Vulić | Marie-Francine Moens

Introduction to data mining for sustainability

JOURNAL ARTICLE published March 2012 in Data Mining and Knowledge Discovery

Authors: Katharina Morik | Kanishka Bhaduri | Hillol Kargupta

Clustering Boolean tensors

JOURNAL ARTICLE published September 2015 in Data Mining and Knowledge Discovery

Authors: Saskia Metzler | Pauli Miettinen

Simultaneous classification and community detection on heterogeneous network data

JOURNAL ARTICLE published November 2012 in Data Mining and Knowledge Discovery

Authors: Prakash Mandayam Comar | Pang-Ning Tan | Anil K. Jain

JOURNAL ARTICLE published 2001 in Data Mining and Knowledge Discovery

Authors: Paolo Giudici | David Heckerman | Joe Whittaker

JOURNAL ARTICLE published 2001 in Data Mining and Knowledge Discovery

Authors: Machiel Westerdijk | David Barber | Wim Wiegerinck

Selego: robust variate selection for accurate time series forecasting

JOURNAL ARTICLE published September 2021 in Data Mining and Knowledge Discovery

Authors: Manoj Tiwaskar | Yash Garg | Xinsheng Li | K. Selçuk Candan | Maria Luisa Sapino

Parameterizing the cost function of dynamic time warping with application to time series classification

JOURNAL ARTICLE published September 2023 in Data Mining and Knowledge Discovery

Research funded by Australian Research Council (DP210100072)

Authors: Matthieu Herrmann | Chang Wei Tan | Geoffrey I. Webb

Characterizing attitudinal network graphs through frustration cloud

JOURNAL ARTICLE published November 2021 in Data Mining and Knowledge Discovery

Research funded by Texas State University (Startup fund)

Authors: Lucas Rusnak | Jelena Tešić

Lost in the Forest: Encoding categorical variables and the absent levels problem

JOURNAL ARTICLE published 10 April 2024 in Data Mining and Knowledge Discovery

Authors: Helen L. Smith | Patrick J. Biggs | Nigel P. French | Adam N. H. Smith | Jonathan C. Marshall

Adaptive evolutionary clustering

JOURNAL ARTICLE published March 2014 in Data Mining and Knowledge Discovery

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

TEASER: early and accurate time series classification

JOURNAL ARTICLE published September 2020 in Data Mining and Knowledge Discovery

Authors: Patrick Schäfer | Ulf Leser

Projection approaches to process mining using region-based techniques

JOURNAL ARTICLE published January 2012 in Data Mining and Knowledge Discovery

Authors: Josep Carmona