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Robust active attacks on social graphs

JOURNAL ARTICLE published September 2019 in Data Mining and Knowledge Discovery

Research funded by Fonds National de la Recherche Luxembourg (C17/IS/11685812)

Authors: Sjouke Mauw | Yunior Ramírez-Cruz | Rolando Trujillo-Rasua

Community detection via heterogeneous interaction analysis

JOURNAL ARTICLE published July 2012 in Data Mining and Knowledge Discovery

Authors: Lei Tang | Xufei Wang | Huan Liu

Exceptional spatio-temporal behavior mining through Bayesian non-parametric modeling

JOURNAL ARTICLE published September 2020 in Data Mining and Knowledge Discovery

Authors: Xin Du | Yulong Pei | Wouter Duivesteijn | Mykola Pechenizkiy

JOURNAL ARTICLE published 2001 in Data Mining and Knowledge Discovery

Authors: Stephen D. Bay | Michael J. Pazzani

ParCorr: efficient parallel methods to identify similar time series pairs across sliding windows

JOURNAL ARTICLE published September 2018 in Data Mining and Knowledge Discovery

Research funded by Horizon 2020 Framework Programme (732051)

Authors: Djamel Edine Yagoubi | Reza Akbarinia | Boyan Kolev | Oleksandra Levchenko | Florent Masseglia | Patrick Valduriez | Dennis Shasha

Fake review detection on online E-commerce platforms: a systematic literature review

JOURNAL ARTICLE published September 2021 in Data Mining and Knowledge Discovery

Authors: Himangshu Paul | Alexander Nikolaev

The PRIMPING routine—Tiling through proximal alternating linearized minimization

JOURNAL ARTICLE published July 2017 in Data Mining and Knowledge Discovery

Authors: Sibylle Hess | Katharina Morik | Nico Piatkowski

JOURNAL ARTICLE published 2002 in Data Mining and Knowledge Discovery

Authors: Thomas Reinartz

Toward online node classification on streaming networks

JOURNAL ARTICLE published January 2018 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (61403419, 61503412) | Fundamental Research Funds for the Central Universities (16CX02048A) | National Science Foundation (1614676)

Authors: Ling Jian | Jundong Li | Huan Liu

Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection

JOURNAL ARTICLE published January 2014 in Data Mining and Knowledge Discovery

Authors: Erich Schubert | Arthur Zimek | Hans-Peter Kriegel

Fusing structural information with knowledge enhanced text representation for knowledge graph completion

JOURNAL ARTICLE published May 2024 in Data Mining and Knowledge Discovery

Research funded by National Key Research and Development Project of China (No. 2021ZD0110700)

Authors: Kang Tang | Shasha Li | Jintao Tang | Dong Li | Pancheng Wang | Ting Wang

MASS: distance profile of a query over a time series

JOURNAL ARTICLE published May 2024 in Data Mining and Knowledge Discovery

Authors: Sheng Zhong | Abdullah Mueen

OEC: an online ensemble classifier for mining data streams with noisy labels

JOURNAL ARTICLE published May 2024 in Data Mining and Knowledge Discovery

Research funded by National key R &D Program of China (2021YFA1000100, 2021YFA1000102) | Natural Science Foundation of China (61873279)

Authors: Ling Jian | Kai Shao | Ying Liu | Jundong Li | Xijun Liang

Time series representation and similarity based on local autopatterns

JOURNAL ARTICLE published March 2016 in Data Mining and Knowledge Discovery

Research funded by Scientic and Technological Research Council of Turkey (TUBITAK) (114C103)

Authors: Mustafa Gokce Baydogan | George Runger

Analyzing concept drift and shift from sample data

JOURNAL ARTICLE published September 2018 in Data Mining and Knowledge Discovery

Research funded by Australian Research Council (DP140100087,DE170100037) | Air Force Office of Scientific Research (FA2386-17-1-4033)

Authors: Geoffrey I. Webb | Loong Kuan Lee | Bart Goethals | François Petitjean

Scalable attack on graph data by injecting vicious nodes

JOURNAL ARTICLE published September 2020 in Data Mining and Knowledge Discovery

Authors: Jihong Wang | Minnan Luo | Fnu Suya | Jundong Li | Zijiang Yang | Qinghua Zheng

Experimental comparison of representation methods and distance measures for time series data

JOURNAL ARTICLE published March 2013 in Data Mining and Knowledge Discovery

Authors: Xiaoyue Wang | Abdullah Mueen | Hui Ding | Goce Trajcevski | Peter Scheuermann | Eamonn Keogh

On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study

JOURNAL ARTICLE published July 2016 in Data Mining and Knowledge Discovery

Research funded by Teknologi og Produktion, Det Frie Forskningsråd (DK) (10-081972) | Fundação de Amparo à Pesquisa do Estado de São Paulo (BR) (2013/18698-4) | Conselho Nacional de Desenvolvimento Científico e Tecnológico (BR) (304137/2013-8) | Conselho Nacional de Desenvolvimento Científico e Tecnológico (BR) (400772/2014-0)

Authors: Guilherme O. Campos | Arthur Zimek | Jörg Sander | Ricardo J. G. B. Campello | Barbora Micenková | Erich Schubert | Ira Assent | Michael E. Houle

Data-driven generation of spatio-temporal routines in human mobility

JOURNAL ARTICLE published May 2018 in Data Mining and Knowledge Discovery

Authors: Luca Pappalardo | Filippo Simini

MultiETSC: automated machine learning for early time series classification

JOURNAL ARTICLE published November 2021 in Data Mining and Knowledge Discovery

Authors: Gilles Ottervanger | Mitra Baratchi | Holger H. Hoos