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Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets

JOURNAL ARTICLE published January 2022 in Data Mining and Knowledge Discovery

Authors: Tatiana Makhalova | Sergei O. Kuznetsov | Amedeo Napoli

Expected passes

JOURNAL ARTICLE published January 2022 in Data Mining and Knowledge Discovery

Authors: Gabriel Anzer | Pascal Bauer

Structure-aware decoupled imputation network for multivariate time series

JOURNAL ARTICLE published 8 December 2023 in Data Mining and Knowledge Discovery

Authors: Nourhan Ahmed | Lars Schmidt-Thieme

JOURNAL ARTICLE published 2000 in Data Mining and Knowledge Discovery

Authors: Márcia Macêdo | Dianne Cook | Timothy J. Brown

Strengthening ties towards a highly-connected world

JOURNAL ARTICLE published January 2022 in Data Mining and Knowledge Discovery

Research funded by Academy of Finland (317085,325117) | European Research Council (834862) | Horizon 2020 (871042)

Authors: Antonis Matakos | Aristides Gionis

A regularized graph layout framework for dynamic network visualization

JOURNAL ARTICLE published July 2013 in Data Mining and Knowledge Discovery

Authors: Kevin S. Xu | Mark Kliger | Alfred O. Hero

Discovery of extreme events-related communities in contrasting groups of physical system networks

JOURNAL ARTICLE published September 2013 in Data Mining and Knowledge Discovery

Authors: Zhengzhang Chen | William Hendrix | Hang Guan | Isaac K. Tetteh | Alok Choudhary | Fredrick Semazzi | Nagiza F. Samatova

Online concept evolution detection based on active learning

JOURNAL ARTICLE published 15 March 2024 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (62276157,61503229,U21A20513,62076154) | the Key R &D Program of Shanxi Province (202202020101003)

Authors: Husheng Guo | Hai Li | Lu Cong | Wenjian Wang

Modeling user interests from web browsing activities

JOURNAL ARTICLE published March 2017 in Data Mining and Knowledge Discovery

Authors: Fabio Gasparetti

A computational approach inspired by simulated annealing to study the stability of protein interaction networks in cancer and neurological disorders

JOURNAL ARTICLE published January 2016 in Data Mining and Knowledge Discovery

Authors: Kristina Ibáñez | María Guijarro | Gonzalo Pajares | Alfonso Valencia

Counterfactual explanations as interventions in latent space

JOURNAL ARTICLE published 7 November 2022 in Data Mining and Knowledge Discovery

Authors: Riccardo Crupi | Alessandro Castelnovo | Daniele Regoli | Beatriz San Miguel Gonzalez

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

Efficient binary embedding of categorical data using BinSketch

JOURNAL ARTICLE published March 2022 in Data Mining and Knowledge Discovery

Authors: Bhisham Dev Verma | Rameshwar Pratap | Debajyoti Bera

Fast and robust video-based exercise classification via body pose tracking and scalable multivariate time series classifiers

JOURNAL ARTICLE published March 2023 in Data Mining and Knowledge Discovery

Research funded by Science Foundation Ireland (12/RC/2289_P2)

Authors: Ashish Singh | Antonio Bevilacqua | Thach Le Nguyen | Feiyan Hu | Kevin McGuinness | Martin O’Reilly | Darragh Whelan | Brian Caulfield | Georgiana Ifrim

A recursive search algorithm for statistical disclosure assessment

JOURNAL ARTICLE published April 2008 in Data Mining and Knowledge Discovery

Authors: Anna M. Manning | David J. Haglin | John A. Keane

JOURNAL ARTICLE published 2003 in Data Mining and Knowledge Discovery

Authors: Cristian Bucilă

Who can receive the pass? A computational model for quantifying availability in soccer

JOURNAL ARTICLE published May 2022 in Data Mining and Knowledge Discovery

Authors: Uwe Dick | Daniel Link | Ulf Brefeld

ABBA: adaptive Brownian bridge-based symbolic aggregation of time series

JOURNAL ARTICLE published July 2020 in Data Mining and Knowledge Discovery

Authors: Steven Elsworth | Stefan Güttel

Mining top-K frequent itemsets through progressive sampling

JOURNAL ARTICLE published September 2010 in Data Mining and Knowledge Discovery

Authors: Andrea Pietracaprina | Matteo Riondato | Eli Upfal | Fabio Vandin