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Smoothed dilated convolutions for improved dense prediction

JOURNAL ARTICLE published July 2021 in Data Mining and Knowledge Discovery

Research funded by Division of Information and Intelligent Systems (1633359) | Defense Advanced Research Projects Agency (N66001-17-2-4031)

Authors: Zhengyang Wang | Shuiwang Ji

JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

Authors: Usama Fayyad

JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

Authors: Usama Fayyad

JOURNAL ARTICLE published 2002 in Data Mining and Knowledge Discovery

Authors: Huan Liu | Farhad Hussain | Chew Lim Tan | Manoranjan Dash

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

Binary matrix factorization for analyzing gene expression data

JOURNAL ARTICLE published January 2010 in Data Mining and Knowledge Discovery

Authors: Zhong-Yuan Zhang | Tao Li | Chris Ding | Xian-Wen Ren | Xiang-Sun Zhang

Attributed network embedding via subspace discovery

JOURNAL ARTICLE published November 2019 in Data Mining and Knowledge Discovery

Authors: Daokun Zhang | Jie Yin | Xingquan Zhu | Chengqi Zhang

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

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

JOURNAL ARTICLE published 1998 in Data Mining and Knowledge Discovery

Authors: Yukinobu Hamuro | Naoki Katoh | Yasuyuki Matsuda | Katsutoshi Yada

Community detection in Social Media

JOURNAL ARTICLE published May 2012 in Data Mining and Knowledge Discovery

Authors: Symeon Papadopoulos | Yiannis Kompatsiaris | Athena Vakali | Ploutarchos Spyridonos

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

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

JOURNAL ARTICLE published May 2017 in Data Mining and Knowledge Discovery

Research funded by Engineering and Physical Sciences Research Council (EP/M015087/1)

Authors: Anthony Bagnall | Jason Lines | Aaron Bostrom | James Large | Eamonn Keogh

Improving position encoding of transformers for multivariate time series classification

JOURNAL ARTICLE published January 2024 in Data Mining and Knowledge Discovery

Authors: Navid Mohammadi Foumani | Chang Wei Tan | Geoffrey I. Webb | Mahsa Salehi

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

Link prediction in dynamic networks using random dot product graphs

JOURNAL ARTICLE published September 2021 in Data Mining and Knowledge Discovery

Authors: Francesco Sanna Passino | Anna S. Bertiger | Joshua C. Neil | Nicholas A. Heard

Modeling user interests from web browsing activities

JOURNAL ARTICLE published March 2017 in Data Mining and Knowledge Discovery

Authors: Fabio Gasparetti

A distributed approach for graph mining in massive networks

JOURNAL ARTICLE published September 2016 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (IIS-1302231)

Authors: N. Talukder | M. J. Zaki

Making SVMs Scalable to Large Data Sets using Hierarchical Cluster Indexing

JOURNAL ARTICLE published November 2005 in Data Mining and Knowledge Discovery

Authors: Hwanjo Yu | Jiong Yang | Jiawei Han | Xiaolei Li

JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

Authors: Inderpal Bhandari | Edward Colet | Jennifer Parker | Zachary Pines | Rajiv Pratap | Krishnakumar Ramanujam