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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

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

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

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