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Robust and sparse multigroup classification by the optimal scoring approach

JOURNAL ARTICLE published May 2020 in Data Mining and Knowledge Discovery

Research funded by Austrian Science Fund (P 26871-N20)

Authors: Irene Ortner | Peter Filzmoser | Christophe Croux

JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

Authors: Heikki Mannila | Hannu Toivonen | A. Inkeri Verkamo

INK: knowledge graph embeddings for node classification

JOURNAL ARTICLE published March 2022 in Data Mining and Knowledge Discovery

Authors: Bram Steenwinckel | Gilles Vandewiele | Michael Weyns | Terencio Agozzino | Filip De Turck | Femke Ongenae

Towards more sustainable and trustworthy reporting in machine learning

JOURNAL ARTICLE published 30 April 2024 in Data Mining and Knowledge Discovery

Research funded by Federal Ministry of Education and Research of Germany and the state of North Rhine-Westphalia (Lamarr Institute for Machine Learning and Artificial Intelligence)

Authors: Raphael Fischer | Thomas Liebig | Katharina Morik

Guest editorial: Special issue on mining for health

JOURNAL ARTICLE published July 2021 in Data Mining and Knowledge Discovery

Authors: Myra Spiliopoulou | Panagiotis Papapetrou

Anytime discovery of a diverse set of patterns with Monte Carlo tree search

JOURNAL ARTICLE published May 2018 in Data Mining and Knowledge Discovery

Research funded by FP7 People: Marie-Curie Actions (FR) (612334)

Authors: Guillaume Bosc | Jean-François Boulicaut | Chedy Raïssi | Mehdi Kaytoue

Bayesian Wishart matrix factorization

JOURNAL ARTICLE published September 2016 in Data Mining and Knowledge Discovery

Authors: Cheng Luo | Xiongcai Cai

Effective elimination of redundant association rules

JOURNAL ARTICLE published April 2008 in Data Mining and Knowledge Discovery

Authors: James Cheng | Yiping Ke | Wilfred Ng

Guest editorial: special issue on utility-based data mining

JOURNAL ARTICLE published October 2008 in Data Mining and Knowledge Discovery

Authors: Gary M. Weiss | Bianca Zadrozny | Maytal Saar-Tsechansky

ContE: contextualized knowledge graph embedding for circular relations

JOURNAL ARTICLE published January 2023 in Data Mining and Knowledge Discovery

Authors: Ting Ma | Mingming Li | Shangwen Lv | Fuqing Zhu | Longtao Huang | Songlin Hu

Fast mining of distance-based outliers in high-dimensional datasets

JOURNAL ARTICLE published June 2008 in Data Mining and Knowledge Discovery

Authors: Amol Ghoting | Srinivasan Parthasarathy | Matthew Eric Otey

Semi-supervised projected model-based clustering

JOURNAL ARTICLE published July 2014 in Data Mining and Knowledge Discovery

Authors: Luis Guerra | Concha Bielza | Víctor Robles | Pedro Larrañaga

On Leveraging User Access Patterns for Topic Specific Crawling

JOURNAL ARTICLE published September 2004 in Data Mining and Knowledge Discovery

Authors: Charu C. Aggarwal

Counterfactual inference with latent variable and its application in mental health care

JOURNAL ARTICLE published March 2022 in Data Mining and Knowledge Discovery

Research funded by Conselho Nacional de Desenvolvimento Científico e Tecnológico (310833/2019-1)

Authors: Guilherme F. Marchezini | Anisio M. Lacerda | Gisele L. Pappa | Wagner Meira | Debora Miranda | Marco A. Romano-Silva | Danielle S. Costa | Leandro Malloy Diniz

Temporal state change Bayesian networks for modeling of evolving multivariate state sequences: model, structure discovery and parameter estimation

JOURNAL ARTICLE published January 2022 in Data Mining and Knowledge Discovery

Authors: Artur Mrowca | Florian Gyrock | Stephan Günnemann

Learning to hash: forgiving hash functions and applications

JOURNAL ARTICLE published December 2008 in Data Mining and Knowledge Discovery

Authors: Shumeet Baluja | Michele Covell

Nearly exact mining of frequent trees in large networks

JOURNAL ARTICLE published November 2013 in Data Mining and Knowledge Discovery

Authors: Ashraf M. Kibriya | Jan Ramon

Classification and legality analysis of bowling action in the game of cricket

JOURNAL ARTICLE published November 2017 in Data Mining and Knowledge Discovery

Authors: Muhammad Salman | Saad Qaisar | Ali Mustafa Qamar

Flexible constrained sampling with guarantees for pattern mining

JOURNAL ARTICLE published September 2017 in Data Mining and Knowledge Discovery

Authors: Vladimir Dzyuba | Matthijs van Leeuwen | Luc De Raedt

SMILE: a feature-based temporal abstraction framework for event-interval sequence classification

JOURNAL ARTICLE published January 2021 in Data Mining and Knowledge Discovery

Authors: Jonathan Rebane | Isak Karlsson | Leon Bornemann | Panagiotis Papapetrou