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Catch the moment: maintaining closed frequent itemsets over a data stream sliding window JOURNAL ARTICLE published October 2006 in Knowledge and Information Systems |
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Confidence in predictions from random tree ensembles JOURNAL ARTICLE published May 2013 in Knowledge and Information Systems |
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Density-preserving projections for large-scale local anomaly detection JOURNAL ARTICLE published July 2012 in Knowledge and Information Systems |
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Efficient processing of optimal meeting point queries in Euclidean space and road networks JOURNAL ARTICLE published February 2015 in Knowledge and Information Systems |
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Cost Estimation for Queries Experiencing Multiple Contention States in Dynamic Multidatabase Environments JOURNAL ARTICLE published 1 February 2003 in Knowledge and Information Systems |
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The address connector: noninvasive synchronization of hierarchical data sources JOURNAL ARTICLE published December 2013 in Knowledge and Information Systems |
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A novel semi-supervised learning framework with simultaneous text representing JOURNAL ARTICLE published March 2013 in Knowledge and Information Systems |
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Locally and globally explainable time series tweaking JOURNAL ARTICLE published May 2020 in Knowledge and Information Systems |
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Inferring lockstep behavior from connectivity pattern in large graphs JOURNAL ARTICLE published August 2016 in Knowledge and Information Systems |
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From distributed machine learning to federated learning: a survey JOURNAL ARTICLE published April 2022 in Knowledge and Information Systems |
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Linear separability in spatial databases JOURNAL ARTICLE published February 2018 in Knowledge and Information Systems |
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k-Degree anonymity and edge selection: improving data utility in large networks JOURNAL ARTICLE published February 2017 in Knowledge and Information Systems Research funded by Secretaría de Estado de Investigación, Desarrollo e Innovación (TIN2011-27076-C03) | Secretaría de Estado de Investigación, Desarrollo e Innovación (TIN2014-57364-C2-2-R) |
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Transfer learning for Bayesian discovery of multiple Bayesian networks JOURNAL ARTICLE published April 2015 in Knowledge and Information Systems |
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Fisher score and Matthews correlation coefficient-based feature subset selection for heart disease diagnosis using support vector machines JOURNAL ARTICLE published January 2019 in Knowledge and Information Systems |
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Fairness in graph-based semi-supervised learning JOURNAL ARTICLE published February 2023 in Knowledge and Information Systems |
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Privacy-preserving LOF outlier detection JOURNAL ARTICLE published March 2015 in Knowledge and Information Systems |
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Concept drift detection and accelerated convergence of online learning JOURNAL ARTICLE published March 2023 in Knowledge and Information Systems Research funded by national natural science foundation of china (U21A20513,62076154,U1805263,62276157) | national natural science foundation of china (61503229) | special foundation from the central finance to support the development of local university (Y-DZX20201400001224) | natural science foundation of shanxi province (201901D111033) |
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Missing value imputation using a fuzzy clustering-based EM approach JOURNAL ARTICLE published February 2016 in Knowledge and Information Systems |
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Exploiting interactions of review text, hidden user communities and item groups, and time for collaborative filtering JOURNAL ARTICLE published July 2017 in Knowledge and Information Systems Research funded by Research Grant Council of the Hong Kong Special Administrative Region (14203414) | Direct Grant of the Faculty of Engineering, The Chinese University of Hong Kong (4055034) |
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DBMUTE: density-based majority under-sampling technique JOURNAL ARTICLE published March 2017 in Knowledge and Information Systems Research funded by Thailand Research Fund (TH) (TRG5680082) |