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Learning a Bayesian network with multiple latent variables for implicit relation representation

JOURNAL ARTICLE published 22 February 2024 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (62002311) | Major Project of Science and Technology of Yunnan Province (202202AD080001) | Program of Yunnan Key Laboratory (202205AG070003) | Key Research and Development Program of Yunnan Province (202303AC100004)

Authors: Xinran Wu | Kun Yue | Liang Duan | Xiaodong Fu

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

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

Joint dynamic topic model for recognition of lead-lag relationship in two text corpora

JOURNAL ARTICLE published November 2022 in Data Mining and Knowledge Discovery

Research funded by Fundamental Research Funds for the Central Universities (21XNA026)

Authors: Yandi Zhu | Xiaoling Lu | Jingya Hong | Feifei Wang

Using trees to mine multirelational databases

JOURNAL ARTICLE published January 2012 in Data Mining and Knowledge Discovery

Authors: Aída Jiménez | Fernando Berzal | Juan-Carlos Cubero

Bounding the difference between RankRC and RankSVM and application to multi-level rare class kernel ranking

JOURNAL ARTICLE published March 2018 in Data Mining and Knowledge Discovery

Authors: Aditya Tayal | Thomas F. Coleman | Yuying Li

Enhancing Product Recommender Systems on Sparse Binary Data

JOURNAL ARTICLE published September 2004 in Data Mining and Knowledge Discovery

Authors: Ayhan Demiriz

An adaptive meta-heuristic for music plagiarism detection based on text similarity and clustering

JOURNAL ARTICLE published July 2022 in Data Mining and Knowledge Discovery

Authors: Delfina Malandrino | Roberto De Prisco | Mario Ianulardo | Rocco Zaccagnino

Scalable classifier-agnostic channel selection for multivariate time series classification

JOURNAL ARTICLE published March 2023 in Data Mining and Knowledge Discovery

Research funded by Science Foundation Ireland (SFI/16/RC/3835)

Authors: Bhaskar Dhariyal | Thach Le Nguyen | Georgiana Ifrim

Activity recognition in beach volleyball using a Deep Convolutional Neural Network

JOURNAL ARTICLE published November 2017 in Data Mining and Knowledge Discovery

Authors: Thomas Kautz | Benjamin H. Groh | Julius Hannink | Ulf Jensen | Holger Strubberg | Bjoern M. Eskofier

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

Computing LTS Regression for Large Data Sets

JOURNAL ARTICLE published January 2006 in Data Mining and Knowledge Discovery

Authors: PETER J. ROUSSEEUW | KATRIEN VAN DRIESSEN

Detecting cooperative and organized spammer groups in micro-blogging community

JOURNAL ARTICLE published May 2017 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (61572397) | National Natural Science Foundation of China (CN) (61502383,61375040) | National Natural Science Foundation of China (CN) (61571360)

Authors: Qi Dang | Yadong Zhou | Feng Gao | Qindong Sun

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

Fast, accurate and explainable time series classification through randomization

JOURNAL ARTICLE published March 2024 in Data Mining and Knowledge Discovery

Research funded by Australian Research Council's Discovery Projects (DP170102472)

Authors: Nestor Cabello | Elham Naghizade | Jianzhong Qi | Lars Kulik

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

Exact variable-length anomaly detection algorithm for univariate and multivariate time series

JOURNAL ARTICLE published November 2018 in Data Mining and Knowledge Discovery

Research funded by Semiconductor Research Corporation (2015-IN-2611)

Authors: Xing Wang | Jessica Lin | Nital Patel | Martin Braun