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Wisdom of the contexts: active ensemble learning for contextual anomaly detection

JOURNAL ARTICLE published November 2022 in Data Mining and Knowledge Discovery

Research funded by Stiftelsen för Kunskaps- och Kompetensutveckling (20160103)

Authors: Ece Calikus | Sławomir Nowaczyk | Mohamed-Rafik Bouguelia | Onur Dikmen

Recency-based sequential pattern mining in multiple event sequences

JOURNAL ARTICLE published January 2021 in Data Mining and Knowledge Discovery

Authors: Hakkyu Kim | Dong-Wan Choi

JOURNAL ARTICLE published 2000 in Data Mining and Knowledge Discovery

Authors: Craig Silverstein | Sergey Brin | Rajeev Motwani | Jeff Ullman

A comparative study of data-dependent approaches without learning in measuring similarities of data objects

JOURNAL ARTICLE published January 2020 in Data Mining and Knowledge Discovery

Authors: Sunil Aryal | Kai Ming Ting | Takashi Washio | Gholamreza Haffari

JOURNAL ARTICLE published 2001 in Data Mining and Knowledge Discovery

Authors: J. Ben Schafer | Joseph A. Konstan | John Riedl

Topical network embedding

JOURNAL ARTICLE published January 2020 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (IIS-1763452) | National Science Foundation (CNS-1828181)

Authors: Min Shi | Yufei Tang | Xingquan Zhu | Jianxun Liu | Haibo He

Dynamic graph summarization: a tensor decomposition approach

JOURNAL ARTICLE published September 2018 in Data Mining and Knowledge Discovery

Research funded by Fundação para a Ciência e a Tecnologia (PD/BD/114189/2016)

Authors: Sofia Fernandes | Hadi Fanaee-T | João Gama

Matrix sketching for supervised classification with imbalanced classes

JOURNAL ARTICLE published January 2022 in Data Mining and Knowledge Discovery

Research funded by u.s. air force (FA9550-17-1-010)

Authors: Roberta Falcone | Laura Anderlucci | Angela Montanari

MMA: metadata supported multi-variate attention for onset detection and prediction

JOURNAL ARTICLE published 19 February 2024 in Data Mining and Knowledge Discovery

Research funded by U.S. Department of Defense (#1633381) | U.S. Department of Defense (#1909555) | U.S. Department of Defense (#1629888) | U.S. Department of Defense (#2026860) | U.S. Department of Defense (#1827757)

Authors: Manjusha Ravindranath | K. Selçuk Candan | Maria Luisa Sapino | Brian Appavu

JOURNAL ARTICLE published 2002 in Data Mining and Knowledge Discovery

Authors: Johannes Grabmeier | Andreas Rudolph

The complexity of non-hierarchical clustering with instance and cluster level constraints

JOURNAL ARTICLE published 24 February 2007 in Data Mining and Knowledge Discovery

Authors: Ian Davidson | S. S. Ravi

Active learning for object classification: from exploration to exploitation

JOURNAL ARTICLE published April 2009 in Data Mining and Knowledge Discovery

Authors: Nicolas Cebron | Michael R. Berthold

Mining GPS Traces for Map Refinement

JOURNAL ARTICLE published July 2004 in Data Mining and Knowledge Discovery

Authors: Stefan Schroedl | Kiri Wagstaff | Seth Rogers | Pat Langley | Christopher Wilson

Finding density-based subspace clusters in graphs with feature vectors

JOURNAL ARTICLE published September 2012 in Data Mining and Knowledge Discovery

Authors: Stephan Günnemann | Brigitte Boden | Thomas Seidl

JOURNAL ARTICLE published 2002 in Data Mining and Knowledge Discovery

Authors: Carlos Domingo | Ricard Gavaldà | Osamu Watanabe

Pushing Convertible Constraints in Frequent Itemset Mining

JOURNAL ARTICLE published May 2004 in Data Mining and Knowledge Discovery

Authors: Jian Pei | Jiawei Han | Laks V.S. Lakshmanan

Evolutionary soft co-clustering: formulations, algorithms, and applications

JOURNAL ARTICLE published May 2015 in Data Mining and Knowledge Discovery

Authors: Wenlu Zhang | Rongjian Li | Daming Feng | Andrey Chernikov | Nikos Chrisochoides | Christopher Osgood | Shuiwang Ji

GenMax: An Efficient Algorithm for Mining Maximal Frequent Itemsets

JOURNAL ARTICLE published November 2005 in Data Mining and Knowledge Discovery

Authors: Karam Gouda | Mohammed J. Zaki

Spatial autocorrelation and entropy for renewable energy forecasting

JOURNAL ARTICLE published May 2019 in Data Mining and Knowledge Discovery

Research funded by Seventh Framework Programme (ICT-2013-612944) | Horizon 2020 Framework Programme (988797) | Ministero dell’Istruzione, dell’Università e della Ricerca (PAC02L1_00269,ARS01_01259)

Authors: Michelangelo Ceci | Roberto Corizzo | Donato Malerba | Aleksandra Rashkovska

FastEE: Fast Ensembles of Elastic Distances for time series classification

JOURNAL ARTICLE published January 2020 in Data Mining and Knowledge Discovery

Research funded by Australian Research Council (DE170100037,DP190100017) | Asian Office of Aerospace Research and Development (FA2386-18-1-4030)

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