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A combinatorial multi-armed bandit approach to correlation clustering

JOURNAL ARTICLE published July 2023 in Data Mining and Knowledge Discovery

Authors: F. Gullo | D. Mandaglio | A. Tagarelli

NICE: an algorithm for nearest instance counterfactual explanations

JOURNAL ARTICLE published 7 April 2023 in Data Mining and Knowledge Discovery

Authors: Dieter Brughmans | Pieter Leyman | David Martens

JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

Authors: Usama Fayyad

Discovering episodes with compact minimal windows

JOURNAL ARTICLE published July 2014 in Data Mining and Knowledge Discovery

Authors: Nikolaj Tatti

Locally adaptive metrics for clustering high dimensional data

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

Authors: Carlotta Domeniconi | Dimitrios Gunopulos | Sheng Ma | Bojun Yan | Muna Al-Razgan | Dimitris Papadopoulos

VFC-SMOTE: very fast continuous synthetic minority oversampling for evolving data streams

JOURNAL ARTICLE published November 2021 in Data Mining and Knowledge Discovery

Authors: Alessio Bernardo | Emanuele Della Valle

JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

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

A real-time temporal Bayesian architecture for event surveillance and its application to patient-specific multiple disease outbreak detection

JOURNAL ARTICLE published May 2010 in Data Mining and Knowledge Discovery

Authors: Xia Jiang | Gregory F. Cooper

A survey of deep network techniques all classifiers can adopt

JOURNAL ARTICLE published January 2021 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (1543656)

Authors: Alireza Ghods | Diane J. Cook

Extended missing data imputation via GANs for ranking applications

JOURNAL ARTICLE published July 2022 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (1934985,1940124) | National Science Foundation (1940276,2114143)

Authors: Grace Deng | Cuize Han | David S. Matteson

JOURNAL ARTICLE published 1999 in Data Mining and Knowledge Discovery

Authors: Y. Xiang | T. Chu

Link prediction in dynamic networks using random dot product graphs

JOURNAL ARTICLE published September 2021 in Data Mining and Knowledge Discovery

Authors: Francesco Sanna Passino | Anna S. Bertiger | Joshua C. Neil | Nicholas A. Heard

A clustering comparison measure using density profiles and its application to the discovery of alternate clusterings

JOURNAL ARTICLE published November 2010 in Data Mining and Knowledge Discovery

Authors: Eric Bae | James Bailey | Guozhu Dong

Using Generalized Estimating Equation to Learn Decision Tree with Multivariate Responses

JOURNAL ARTICLE published November 2005 in Data Mining and Knowledge Discovery

Authors: Seong Keon Lee | Hyun-Cheol Kang | Sang-Tae Han | Kwang-Hwan Kim

Guest editors introduction: special issue of the ECMLPKDD 2015 journal track

JOURNAL ARTICLE published September 2015 in Data Mining and Knowledge Discovery

Authors: Concha Bielza | João Gama | Alípio Jorge | Indrė Žliobaitė

Efficient histogram dictionary learning for text/image modeling and classification

JOURNAL ARTICLE published January 2017 in Data Mining and Knowledge Discovery

Research funded by National Research Foundation of Korea (KR) (NRF- 2013R1A1A1076101)

Authors: Minyoung Kim

Guest Editors’ Introduction: special issue of selected papers from ECML PKDD 2011

JOURNAL ARTICLE published September 2012 in Data Mining and Knowledge Discovery

Authors: Dimitrios Gunopulos | Donato Malerba | Michalis Vazirgiannis

Guest editors’ introduction: special issue of selected papers from ECML PKDD 2009

JOURNAL ARTICLE published October 2009 in Data Mining and Knowledge Discovery

Authors: Aleksander Kolcz | Dunja Mladenic | Wray Buntine | Marko Grobelnik | John Shawe-Taylor

Explaining anomalies in groups with characterizing subspace rules

JOURNAL ARTICLE published September 2018 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (1452425)

Authors: Meghanath Macha | Leman Akoglu

End-to-end deep representation learning for time series clustering: a comparative study

JOURNAL ARTICLE published January 2022 in Data Mining and Knowledge Discovery

Research funded by Agence Nationale de la Recherche (ANR-17-CE23-0015)

Authors: Baptiste Lafabregue | Jonathan Weber | Pierre Gançarski | Germain Forestier