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Active hashing and its application to image and text retrieval

JOURNAL ARTICLE published March 2013 in Data Mining and Knowledge Discovery

Authors: Yi Zhen | Dit-Yan Yeung

Extended missing data imputation via GANs for ranking applications

JOURNAL ARTICLE published July 2022 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (1934985,1940124) | National Science Foundation (1940276,2114143)

Authors: Grace Deng | Cuize Han | David S. Matteson

Summarizing transactional databases with overlapped hyperrectangles

JOURNAL ARTICLE published September 2011 in Data Mining and Knowledge Discovery

Authors: Yang Xiang | Ruoming Jin | David Fuhry | Feodor F. Dragan

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

JOURNAL ARTICLE published 1999 in Data Mining and Knowledge Discovery

Authors: Foster Provost | Venkateswarlu Kolluri

Classification of streaming time series under more realistic assumptions

JOURNAL ARTICLE published March 2016 in Data Mining and Knowledge Discovery

Authors: Bing Hu | Yanping Chen | Eamonn Keogh

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

Visualizing multi-dimensional decision boundaries in 2D

JOURNAL ARTICLE published January 2015 in Data Mining and Knowledge Discovery

Authors: M. A. Migut | M. Worring | C. J. Veenman

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

An adaptive algorithm for anomaly and novelty detection in evolving data streams

JOURNAL ARTICLE published November 2018 in Data Mining and Knowledge Discovery

Authors: Mohamed-Rafik Bouguelia | Slawomir Nowaczyk | Amir H. Payberah

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