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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

Scalable time series classification

JOURNAL ARTICLE published September 2016 in Data Mining and Knowledge Discovery

Research funded by German Federal Ministry of Education and Research (01IS14013A)

Authors: Patrick Schäfer

Using dynamic time warping distances as features for improved time series classification

JOURNAL ARTICLE published March 2016 in Data Mining and Knowledge Discovery

Authors: Rohit J. Kate

Time series classification with ensembles of elastic distance measures

JOURNAL ARTICLE published May 2015 in Data Mining and Knowledge Discovery

Authors: Jason Lines | Anthony Bagnall

The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances

JOURNAL ARTICLE published May 2017 in Data Mining and Knowledge Discovery

Research funded by Engineering and Physical Sciences Research Council (EP/M015087/1)

Authors: Anthony Bagnall | Jason Lines | Aaron Bostrom | James Large | Eamonn Keogh

Deep soccer analytics: learning an action-value function for evaluating soccer players

JOURNAL ARTICLE published September 2020 in Data Mining and Knowledge Discovery

Research funded by Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada (Strategy Project Grant 521357)

Authors: Guiliang Liu | Yudong Luo | Oliver Schulte | Tarak Kharrat

Multi-relational pattern mining over data streams

JOURNAL ARTICLE published November 2015 in Data Mining and Knowledge Discovery

Authors: Andreia Silva | Cláudia Antunes

JOURNAL ARTICLE published 2001 in Data Mining and Knowledge Discovery

Authors: Myra Spiliopoulou | Carsten Pohle

Efficient prediction algorithms for binary decomposition techniques

JOURNAL ARTICLE published January 2012 in Data Mining and Knowledge Discovery

Authors: Sang-Hyeun Park | Johannes Fürnkranz

Shapley values for cluster importance

JOURNAL ARTICLE published 6 December 2022 in Data Mining and Knowledge Discovery

Research funded by Norges Forskningsråd (251396,237718)

Authors: Andreas Brandsæter | Ingrid K. Glad

Hierarchical visual event pattern mining and its applications

JOURNAL ARTICLE published May 2011 in Data Mining and Knowledge Discovery

Authors: Peng Cui | Zhi-Qiang Liu | Li-Feng Sun | Shi-Qiang Yang

An integrated, generic approach to pattern mining: data mining template library

JOURNAL ARTICLE published December 2008 in Data Mining and Knowledge Discovery

Authors: Vineet Chaoji | Mohammad Al Hasan | Saeed Salem | Mohammed J. Zaki

All normalized anti-monotonic overlap graph measures are bounded

JOURNAL ARTICLE published November 2011 in Data Mining and Knowledge Discovery

Authors: Toon Calders | Jan Ramon | Dries Van Dyck

Hierarchical co-clustering: off-line and incremental approaches

JOURNAL ARTICLE published January 2014 in Data Mining and Knowledge Discovery

Authors: Ruggero G. Pensa | Dino Ienco | Rosa Meo

Parameter-less co-clustering for star-structured heterogeneous data

JOURNAL ARTICLE published March 2013 in Data Mining and Knowledge Discovery

Authors: Dino Ienco | Céline Robardet | Ruggero G. Pensa | Rosa Meo

An improvement of the parameterized frequent directions algorithm

JOURNAL ARTICLE published March 2018 in Data Mining and Knowledge Discovery

Authors: Deena P. Francis | Kumudha Raimond

Streaming changepoint detection for transition matrices

JOURNAL ARTICLE published July 2021 in Data Mining and Knowledge Discovery

Research funded by Imperial College London (President’s PhD scholarship)

Authors: Joshua Plasse | Henrique Hoeltgebaum | Niall M. Adams

Making clusterings fairer by post-processing: algorithms, complexity results and experiments

JOURNAL ARTICLE published July 2023 in Data Mining and Knowledge Discovery

Research funded by Directorate for Computer and Information Science and Engineering (IIS-1908530,IIS-1910306)

Authors: Ian Davidson | Zilong Bai | Cindy Mylinh Tran | S. S. Ravi

Outlier detection using binary decision diagrams

JOURNAL ARTICLE published March 2017 in Data Mining and Knowledge Discovery

Authors: Takuro Kutsuna | Akihiro Yamamoto

Fast support vector machines for convolution tree kernels

JOURNAL ARTICLE published September 2012 in Data Mining and Knowledge Discovery

Authors: Aliaksei Severyn | Alessandro Moschitti