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Descriptive matrix factorization for sustainability Adopting the principle of opposites

JOURNAL ARTICLE published March 2012 in Data Mining and Knowledge Discovery

Authors: Christian Thurau | Kristian Kersting | Mirwaes Wahabzada | Christian Bauckhage

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

Modeling user interests from web browsing activities

JOURNAL ARTICLE published March 2017 in Data Mining and Knowledge Discovery

Authors: Fabio Gasparetti

Probabilistic change detection and visualization methods for the assessment of temporal stability in biomedical data quality

JOURNAL ARTICLE published July 2015 in Data Mining and Knowledge Discovery

Authors: Carlos Sáez | Pedro Pereira Rodrigues | João Gama | Montserrat Robles | Juan M. García-Gómez

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

Using dynamic time warping distances as features for improved time series classification

JOURNAL ARTICLE published March 2016 in Data Mining and Knowledge Discovery

Authors: Rohit J. Kate

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

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

Inhibiting diffusion of complex contagions in social networks: theoretical and experimental results

JOURNAL ARTICLE published March 2015 in Data Mining and Knowledge Discovery

Authors: Chris J. Kuhlman | V. S. Anil Kumar | Madhav V. Marathe | S. S. Ravi | Daniel J. Rosenkrantz

Survey on using constraints in data mining

JOURNAL ARTICLE published March 2017 in Data Mining and Knowledge Discovery

Authors: Valerio Grossi | Andrea Romei | Franco Turini

The spatial leave-pair-out cross-validation method for reliable AUC estimation of spatial classifiers

JOURNAL ARTICLE published 15 May 2019 in Data Mining and Knowledge Discovery

Research funded by Academy of Finland (289903,311273)

Authors: Antti Airola | Jonne Pohjankukka | Johanna Torppa | Maarit Middleton | Vesa Nykänen | Jukka Heikkonen | Tapio Pahikkala

Hypercore decomposition for non-fragile hyperedges: concepts, algorithms, observations, and applications

JOURNAL ARTICLE published November 2023 in Data Mining and Knowledge Discovery

Research funded by National Research Foundation of Korea (2020R1C1C1008296) | Institute for Information and Communications Technology Promotion (2019-0-00075,2022-0-00871)

Authors: Fanchen Bu | Geon Lee | Kijung Shin

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

Skopus: Mining top-k sequential patterns under leverage

JOURNAL ARTICLE published September 2016 in Data Mining and Knowledge Discovery

Research funded by China Meteorological Administration (GYHY201306070) | Australian Research Council (DP140100087) | Air Force Research Laboratory (FA2386-15-1-4007)

Authors: François Petitjean | Tao Li | Nikolaj Tatti | Geoffrey I. Webb

Community discovery using nonnegative matrix factorization

JOURNAL ARTICLE published May 2011 in Data Mining and Knowledge Discovery

Authors: Fei Wang | Tao Li | Xin Wang | Shenghuo Zhu | Chris Ding

Exploring uplift modeling with high class imbalance

JOURNAL ARTICLE published March 2023 in Data Mining and Knowledge Discovery

Research funded by Tekes (6878)

Authors: Otto Nyberg | Arto Klami

JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

Authors: Jerome H. Friedman

JOURNAL ARTICLE published 2001 in Data Mining and Knowledge Discovery

Authors: R.D. Lawrence | G.S. Almasi | V. Kotlyar | M.S. Viveros | S.S. Duri

trie-nlg: trie context augmentation to improve personalized query auto-completion for short and unseen prefixes

JOURNAL ARTICLE published November 2023 in Data Mining and Knowledge Discovery

Authors: Kaushal Kumar Maurya | Maunendra Sankar Desarkar | Manish Gupta | Puneet Agrawal

Data mining for censored time-to-event data: a Bayesian network model for predicting cardiovascular risk from electronic health record data

JOURNAL ARTICLE published July 2015 in Data Mining and Knowledge Discovery

Authors: Sunayan Bandyopadhyay | Julian Wolfson | David M. Vock | Gabriela Vazquez-Benitez | Gediminas Adomavicius | Mohamed Elidrisi | Paul E. Johnson | Patrick J. O’Connor