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JOURNAL ARTICLE published 1999 in Data Mining and Knowledge Discovery

Authors: Foster Provost | Venkateswarlu Kolluri

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

MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data

JOURNAL ARTICLE published September 2017 in Data Mining and Knowledge Discovery

Research funded by BMBF (Kallimachos) | Deutsche Forschungsgemeinschaft (PoSTs II)

Authors: Martin Becker | Florian Lemmerich | Philipp Singer | Markus Strohmaier | Andreas Hotho

Session-based recommendation by exploiting substitutable and complementary relationships from multi-behavior data

JOURNAL ARTICLE published May 2024 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (72192832) | Natural Science Foundation of Shanghai (21ZR1421900,72371148) | Shanghai Rising-Star Program (23QA1403100)

Authors: Huizi Wu | Cong Geng | Hui Fang

Multiple-input neural networks for time series forecasting incorporating historical and prospective context

JOURNAL ARTICLE published January 2024 in Data Mining and Knowledge Discovery

Research funded by Fundação para a Ciência e Tecnologia (DSAIPA/AI/0033/2019,DSAIPA/DS/0111/2018) | Fundação para a Ciência e Tecnologia (DSAIPA/DS/0044/2018,UIDB/50021/2020)

Authors: João Palet | Vasco Manquinho | Rui Henriques

Introducing the contrast profile: a novel time series primitive that allows real world classification

JOURNAL ARTICLE published March 2022 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (NSF IIS 2103976) | Agricultural Research Service (USDA NIFA-2017-67012-26100)

Authors: Ryan Mercer | Sara Alaee | Alireza Abdoli | Nader Shakibay Senobari | Shailendra Singh | Amy Murillo | Eamonn Keogh

On-Line Unsupervised Outlier Detection Using Finite Mixtures with Discounting Learning Algorithms

JOURNAL ARTICLE published May 2004 in Data Mining and Knowledge Discovery

Authors: Kenji Yamanishi | Jun-ichi Takeuchi | Graham Williams | Peter Milne

Structure-aware decoupled imputation network for multivariate time series

JOURNAL ARTICLE published May 2024 in Data Mining and Knowledge Discovery

Authors: Nourhan Ahmed | Lars Schmidt-Thieme

Expected passes

JOURNAL ARTICLE published January 2022 in Data Mining and Knowledge Discovery

Authors: Gabriel Anzer | Pascal Bauer

JOURNAL ARTICLE published 2003 in Data Mining and Knowledge Discovery

Authors: Cristian Bucilă

Dataset2Vec: learning dataset meta-features

JOURNAL ARTICLE published May 2021 in Data Mining and Knowledge Discovery

Authors: Hadi S. Jomaa | Lars Schmidt-Thieme | Josif Grabocka

BROCCOLI: overlapping and outlier-robust biclustering through proximal stochastic gradient descent

JOURNAL ARTICLE published November 2021 in Data Mining and Knowledge Discovery

Research funded by Ministero dell’Istruzione, dell’Università e della Ricerca (1852414-1-1)

Authors: Sibylle Hess | Gianvito Pio | Michiel Hochstenbach | Michelangelo Ceci

Time series classification with ensembles of elastic distance measures

JOURNAL ARTICLE published May 2015 in Data Mining and Knowledge Discovery

Authors: Jason Lines | Anthony Bagnall

JOURNAL ARTICLE published 1998 in Data Mining and Knowledge Discovery

Authors: Jörg Sander | Martin Ester | Hans-Peter Kriegel | Xiaowei Xu

MINAS: multiclass learning algorithm for novelty detection in data streams

JOURNAL ARTICLE published May 2016 in Data Mining and Knowledge Discovery

Research funded by North Portugal Regional Operational Programme (NORTE-07-0124-FEDER-000056/59) | European Commission (BE) (ICT-2013-612944)

Authors: Elaine Ribeiro de Faria | André Carlos Ponce de Leon Ferreira Carvalho | João Gama

Fair detection of poisoning attacks in federated learning on non-i.i.d. data

JOURNAL ARTICLE published September 2023 in Data Mining and Knowledge Discovery

Research funded by horizon 2020 framework programme (H2020-871042,H2020-101006879) | icrea (ICREA-Acadèmia Award) | Ministerio de Ciencia e Innovación (PID2021-123637NB-I00)

Authors: Ashneet Khandpur Singh | Alberto Blanco-Justicia | Josep Domingo-Ferrer

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

The great multivariate time series classification bake off: a review and experimental evaluation of recent algorithmic advances

JOURNAL ARTICLE published March 2021 in Data Mining and Knowledge Discovery

Research funded by Engineering and Physical Sciences Research Council (EP/M015807/1) | Biotechnology and Biological Sciences Research Council (BB/M011216/1)

Authors: Alejandro Pasos Ruiz | Michael Flynn | James Large | Matthew Middlehurst | Anthony Bagnall

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