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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

Active hashing and its application to image and text retrieval

JOURNAL ARTICLE published March 2013 in Data Mining and Knowledge Discovery

Authors: Yi Zhen | Dit-Yan Yeung

JOURNAL ARTICLE published 1998 in Data Mining and Knowledge Discovery

Authors: Jörg Sander | Martin Ester | Hans-Peter Kriegel | Xiaowei Xu

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

TEAGS: time-aware text embedding approach to generate subgraphs

JOURNAL ARTICLE published July 2020 in Data Mining and Knowledge Discovery

Authors: Saeid Hosseini | Saeed Najafipour | Ngai-Man Cheung | Hongzhi Yin | Mohammad Reza Kangavari | Xiaofang Zhou

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

Time series extrinsic regression

JOURNAL ARTICLE published May 2021 in Data Mining and Knowledge Discovery

Research funded by Asian Office of Aerospace Research and Development (FA2386-18-1-4030) | Australian Research Council (DP210100072)

Authors: Chang Wei Tan | Christoph Bergmeir | François Petitjean | Geoffrey I. Webb

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

Reviewer acknowledgment

JOURNAL ARTICLE published July 2017 in Data Mining and Knowledge Discovery