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Very fast decision rules for classification in data streams

JOURNAL ARTICLE published January 2015 in Data Mining and Knowledge Discovery

Authors: Petr Kosina | João Gama

A preconditioned conjugate gradient algorithm for GeneRank with application to microarray data mining

JOURNAL ARTICLE published January 2013 in Data Mining and Knowledge Discovery

Authors: Gang Wu | Wei Xu | Ying Zhang | Yimin Wei

Infinite ensemble clustering

JOURNAL ARTICLE published March 2018 in Data Mining and Knowledge Discovery

Research funded by Directorate for Computer and Information Science and Engineering (1314484) | Office of Naval Research Global (N00014-12-1-1028) | U.S. Naval Research Laboratory (N00014-14-1-0484) | Army Research Laboratory (W911NF-14-1-0218)

Authors: Hongfu Liu | Ming Shao | Sheng Li | Yun Fu

Classifier evaluation and attribute selection against active adversaries

JOURNAL ARTICLE published January 2011 in Data Mining and Knowledge Discovery

Authors: Murat Kantarcıoğlu | Bowei Xi | Chris Clifton

Efficient mixture model for clustering of sparse high dimensional binary data

JOURNAL ARTICLE published November 2019 in Data Mining and Knowledge Discovery

Research funded by Narodowe Centrum Nauki (2016/21/D/ST6/00980,2017/25/B/ST6/01271)

Authors: Marek Śmieja | Krzysztof Hajto | Jacek Tabor

A two-step anomaly detection based method for PU classification in imbalanced data sets

JOURNAL ARTICLE published May 2023 in Data Mining and Knowledge Discovery

Authors: Carlos Ortega Vázquez | Seppe vanden Broucke | Jochen De Weerdt

Editor’s Note

JOURNAL ARTICLE published May 2019 in Data Mining and Knowledge Discovery

Scalable and exact sampling method for probabilistic generative graph models

JOURNAL ARTICLE published November 2018 in Data Mining and Knowledge Discovery

Research funded by CONICYT PAI: (82140043) | National Science Foundation (IIS-1149789) | National Science Foundation (IIS-1618690,IIS-1546488) | National Science Foundation (CCF-0939370)

Authors: Sebastian Moreno | Joseph J. Pfeiffer | Jennifer Neville

Sequential recommendation with metric models based on frequent sequences

JOURNAL ARTICLE published May 2021 in Data Mining and Knowledge Discovery

Authors: Corentin Lonjarret | Roch Auburtin | Céline Robardet | Marc Plantevit

Explaining clusterings of process instances

JOURNAL ARTICLE published May 2017 in Data Mining and Knowledge Discovery

Authors: Pieter De Koninck | Jochen De Weerdt | Seppe K. L. M. vanden Broucke

Visualizing dimensionality reduction of systems biology data

JOURNAL ARTICLE published July 2013 in Data Mining and Knowledge Discovery

Authors: Andreas Lehrmann | Michael Huber | Aydin C. Polatkan | Albert Pritzkau | Kay Nieselt

Affinity analysis for studying physicians’ prescription behavior.

JOURNAL ARTICLE published July 2021 in Data Mining and Knowledge Discovery

Authors: Iraklis Varlamis

Discrimination of Alzheimer’s Disease using longitudinal information

JOURNAL ARTICLE published July 2017 in Data Mining and Knowledge Discovery

Research funded by Fundaçẽo para a Ci ência e a Tecnologia (SFRH/BPD/103127/2014,PTDC/EEI-SII/1937/2014) | Fundaçẽo para a Ci ência e a Tecnologia (PTDC/EEI-SII/7092/2014)

Authors: Helena Aidos | For the Alzheimer’s Disease Neuroimaging Initiative | Ana Fred

The effect of homogeneity on the computational complexity of combinatorial data anonymization

JOURNAL ARTICLE published January 2014 in Data Mining and Knowledge Discovery

Authors: Robert Bredereck | André Nichterlein | Rolf Niedermeier | Geevarghese Philip

Identifying exceptional (dis)agreement between groups

JOURNAL ARTICLE published March 2020 in Data Mining and Knowledge Discovery

Authors: Adnene Belfodil | Sylvie Cazalens | Philippe Lamarre | Marc Plantevit

Editorial

JOURNAL ARTICLE published January 2004 in Data Mining and Knowledge Discovery

Authors: Usama M. Fayyad | Heikki Mannila | Raghu Ramakrishnan

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

Adversarial balancing-based representation learning for causal effect inference with observational data

JOURNAL ARTICLE published July 2021 in Data Mining and Knowledge Discovery

Authors: Xin Du | Lei Sun | Wouter Duivesteijn | Alexander Nikolaev | Mykola Pechenizkiy

Fast projections onto mixed-norm balls with applications

JOURNAL ARTICLE published September 2012 in Data Mining and Knowledge Discovery

Authors: Suvrit Sra

Using EmotiBlog to annotate and analyse subjectivity in the new textual genres

JOURNAL ARTICLE published November 2012 in Data Mining and Knowledge Discovery

Authors: Ester Boldrini | Alexandra Balahur | Patricio Martínez-Barco | Andrés Montoyo