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Z-Time: efficient and effective interpretable multivariate time series classification

JOURNAL ARTICLE published January 2024 in Data Mining and Knowledge Discovery

Authors: Zed Lee | Tony Lindgren | Panagiotis Papapetrou

Correction to: Studying bias in visual features through the lens of optimal transport

JOURNAL ARTICLE published January 2024 in Data Mining and Knowledge Discovery

Authors: Simone Fabbrizzi | Xuan Zhao | Emmanouil Krasanakis | Symeon Papadopoulos | Eirini Ntoutsi

Enhanced spatiotemporal relational probability trees and forests

JOURNAL ARTICLE published March 2013 in Data Mining and Knowledge Discovery

Authors: Amy McGovern | Nathaniel Troutman | Rodger A. Brown | John K. Williams | Jennifer Abernethy

Variational auto-encoder based Bayesian Poisson tensor factorization for sparse and imbalanced count data

JOURNAL ARTICLE published March 2021 in Data Mining and Knowledge Discovery

Authors: Yuan Jin | Ming Liu | Yunfeng Li | Ruohua Xu | Lan Du | Longxiang Gao | Yong Xiang

Classification of streaming time series under more realistic assumptions

JOURNAL ARTICLE published March 2016 in Data Mining and Knowledge Discovery

Authors: Bing Hu | Yanping Chen | Eamonn Keogh

Who can receive the pass? A computational model for quantifying availability in soccer

JOURNAL ARTICLE published May 2022 in Data Mining and Knowledge Discovery

Authors: Uwe Dick | Daniel Link | Ulf Brefeld

Skopus: Mining top-k sequential patterns under leverage

JOURNAL ARTICLE published September 2016 in Data Mining and Knowledge Discovery

Research funded by China Meteorological Administration (GYHY201306070) | Australian Research Council (DP140100087) | Air Force Research Laboratory (FA2386-15-1-4007)

Authors: François Petitjean | Tao Li | Nikolaj Tatti | Geoffrey I. Webb

Detecting anomaly collections using extreme feature ranks

JOURNAL ARTICLE published May 2015 in Data Mining and Knowledge Discovery

Authors: Hanbo Dai | Feida Zhu | Ee-Peng Lim | HweeHwa Pang

SCALE: a scalable framework for efficiently clustering transactional data

JOURNAL ARTICLE published January 2010 in Data Mining and Knowledge Discovery

Authors: Hua Yan | Keke Chen | Ling Liu | Zhang Yi

Weighted sparse simplex representation: a unified framework for subspace clustering, constrained clustering, and active learning

JOURNAL ARTICLE published May 2022 in Data Mining and Knowledge Discovery

Authors: Hankui Peng | Nicos G. Pavlidis

Reinforcing Web-object Categorization Through Interrelationships

JOURNAL ARTICLE published 3 May 2006 in Data Mining and Knowledge Discovery

Authors: GUI-RONG XUE | YONG YU | DOU SHEN | QIANG YANG | HUA-JUN ZENG | ZHENG CHEN

Adequate condensed representations of patterns

JOURNAL ARTICLE published August 2008 in Data Mining and Knowledge Discovery

Authors: Arnaud Soulet | Bruno Crémilleux

Harnessing the strengths of anytime algorithms for constant data streams

JOURNAL ARTICLE published October 2009 in Data Mining and Knowledge Discovery

Authors: Philipp Kranen | Thomas Seidl

Relational peculiarity-oriented mining

JOURNAL ARTICLE published 17 August 2007 in Data Mining and Knowledge Discovery

Authors: Muneaki Ohshima | Ning Zhong | YiYu Yao | Chunnian Liu

JOURNAL ARTICLE published 1999 in Data Mining and Knowledge Discovery

Authors: Ashwin Srinivasan

Using core-periphery structure to predict high centrality nodes in time-varying networks

JOURNAL ARTICLE published September 2018 in Data Mining and Knowledge Discovery

Authors: Soumya Sarkar | Sandipan Sikdar | Sanjukta Bhowmick | Animesh Mukherjee

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

JOURNAL ARTICLE published 2000 in Data Mining and Knowledge Discovery

Authors: Surajit Chaudhuri

Properties of the sample estimators used for statistical normalization of feature vectors

JOURNAL ARTICLE published November 2015 in Data Mining and Knowledge Discovery

Authors: Mikhail Y. Prostov | Maria M. Suarez-Alvarez | Yuriy I. Prostov

JOURNAL ARTICLE published 1998 in Data Mining and Knowledge Discovery

Authors: Jef Wijsen | Robert Meersman