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JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

Authors: David W. Pfitzner | John K. Salmon | Thomas Sterling

Interesting pattern mining in multi-relational data

JOURNAL ARTICLE published May 2014 in Data Mining and Knowledge Discovery

Authors: Eirini Spyropoulou | Tijl De Bie | Mario Boley

Computing LTS Regression for Large Data Sets

JOURNAL ARTICLE published January 2006 in Data Mining and Knowledge Discovery

Authors: PETER J. ROUSSEEUW | KATRIEN VAN DRIESSEN

Summarizing transactional databases with overlapped hyperrectangles

JOURNAL ARTICLE published September 2011 in Data Mining and Knowledge Discovery

Authors: Yang Xiang | Ruoming Jin | David Fuhry | Feodor F. Dragan

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

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

MODE-Bi-GRU: orthogonal independent Bi-GRU model with multiscale feature extraction

JOURNAL ARTICLE published January 2024 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (61772249) | Basic Research Projects of Liaoning Provincial Department of Educatio (LJKZ0362)

Authors: Wei Wang | Wenhan Ruan | Xiangfu Meng

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

Retrieving geometric information from images: the case of hand-drawn diagrams

JOURNAL ARTICLE published July 2017 in Data Mining and Knowledge Discovery

Research funded by Research funds from the State Key Laboratory of Software Development Environment (SKLSDE-2015ZX-18,SKLSDE-2016ZX-18) | Rresearch funds from the Central Universities (YWF-16-SXXY-01)

Authors: Dan Song | Dongming Wang | Xiaoyu Chen

Improving Graph Neural Networks by combining active learning with self-training

JOURNAL ARTICLE published January 2024 in Data Mining and Knowledge Discovery

Authors: Georgios Katsimpras | Georgios Paliouras

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

Scalable classifier-agnostic channel selection for multivariate time series classification

JOURNAL ARTICLE published March 2023 in Data Mining and Knowledge Discovery

Research funded by Science Foundation Ireland (SFI/16/RC/3835)

Authors: Bhaskar Dhariyal | Thach Le Nguyen | Georgiana Ifrim

Introducing the contrast profile: a novel time series primitive that allows real world classification

JOURNAL ARTICLE published March 2022 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (NSF IIS 2103976) | Agricultural Research Service (USDA NIFA-2017-67012-26100)

Authors: Ryan Mercer | Sara Alaee | Alireza Abdoli | Nader Shakibay Senobari | Shailendra Singh | Amy Murillo | Eamonn Keogh

An ultra-fast time series distance measure to allow data mining in more complex real-world deployments

JOURNAL ARTICLE published July 2020 in Data Mining and Knowledge Discovery

Authors: Shaghayegh Gharghabi | Shima Imani | Anthony Bagnall | Amirali Darvishzadeh | Eamonn Keogh

Solving non-negative matrix factorization by alternating least squares with a modified strategy

JOURNAL ARTICLE published May 2013 in Data Mining and Knowledge Discovery

Authors: Hongwei Liu | Xiangli Li | Xiuyun Zheng

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

Learning influence from heterogeneous social networks

JOURNAL ARTICLE published November 2012 in Data Mining and Knowledge Discovery

Authors: Lu Liu | Jie Tang | Jiawei Han | Shiqiang Yang

Data mining with Temporal Abstractions: learning rules from time series

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

Authors: Lucia Sacchi | Cristiana Larizza | Carlo Combi | Riccardo Bellazzi

JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

Authors: Inderpal Bhandari | Edward Colet | Jennifer Parker | Zachary Pines | Rajiv Pratap | Krishnakumar Ramanujam