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How to “alternatize” a clustering algorithm

JOURNAL ARTICLE published September 2013 in Data Mining and Knowledge Discovery

Authors: M. Shahriar Hossain | Naren Ramakrishnan | Ian Davidson | Layne T. Watson

Discovering rare categories from graph streams

JOURNAL ARTICLE published March 2017 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (IIS-1552654)

Authors: Dawei Zhou | Arun Karthikeyan | Kangyang Wang | Nan Cao | Jingrui He

JOURNAL ARTICLE published 2003 in Data Mining and Knowledge Discovery

Authors: Saharon Rosset

Incremental sequence-based frequent query pattern mining from XML queries

JOURNAL ARTICLE published June 2009 in Data Mining and Knowledge Discovery

Authors: Guoliang Li | Jianhua Feng | Jianyong Wang | Lizhu Zhou

An Erratum on #x201C;Pushing Convertible Constraints in Frequent Itemset Mining#x201D;

JOURNAL ARTICLE published January 2006 in Data Mining and Knowledge Discovery

Authors: Jian Pei | Jiawei Han | Laks V. S. Lakshmanan

Human-in-the-loop handling of knowledge drift

JOURNAL ARTICLE published September 2022 in Data Mining and Knowledge Discovery

Research funded by Horizon 2020 (823783,952215) | Ministero dell’Istruzione, dell’Universitá e della Ricerca (1062)

Authors: Andrea Bontempelli | Fausto Giunchiglia | Andrea Passerini | Stefano Teso

JOURNAL ARTICLE published 1998 in Data Mining and Knowledge Discovery

Authors: Raymond Ng | Jiawei Han | Laks Lakshmanan

Graph sampling with applications to estimating the number of pattern embeddings and the parameters of a statistical relational model

JOURNAL ARTICLE published July 2018 in Data Mining and Knowledge Discovery

Research funded by Research Fund KU Leuven (OT/11/051) | FWO (G.0356.12) | ERC-StG (240186) | Javna Agencija za Raziskovalno Dejavnost RS (P2-0103)

Authors: Irma Ravkic | Martin Žnidaršič | Jan Ramon | Jesse Davis

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

An efficiently computable subgraph pattern support measure: counting independent observations

JOURNAL ARTICLE published November 2013 in Data Mining and Knowledge Discovery

Authors: Yuyi Wang | Jan Ramon | Thomas Fannes

Topic model for analyzing purchase data with price information

JOURNAL ARTICLE published May 2013 in Data Mining and Knowledge Discovery

Authors: Tomoharu Iwata | Hiroshi Sawada

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

Retrieving geometric information from images: the case of hand-drawn diagrams

JOURNAL ARTICLE published July 2017 in Data Mining and Knowledge Discovery

Research funded by Research funds from the State Key Laboratory of Software Development Environment (SKLSDE-2015ZX-18,SKLSDE-2016ZX-18) | Rresearch funds from the Central Universities (YWF-16-SXXY-01)

Authors: Dan Song | Dongming Wang | Xiaoyu Chen

MODE-Bi-GRU: orthogonal independent Bi-GRU model with multiscale feature extraction

JOURNAL ARTICLE published January 2024 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (61772249) | Basic Research Projects of Liaoning Provincial Department of Educatio (LJKZ0362)

Authors: Wei Wang | Wenhan Ruan | Xiangfu Meng

Improving Graph Neural Networks by combining active learning with self-training

JOURNAL ARTICLE published January 2024 in Data Mining and Knowledge Discovery

Authors: Georgios Katsimpras | Georgios Paliouras

Z-Time: efficient and effective interpretable multivariate time series classification

JOURNAL ARTICLE published January 2024 in Data Mining and Knowledge Discovery

Authors: Zed Lee | Tony Lindgren | Panagiotis Papapetrou

Correction to: Studying bias in visual features through the lens of optimal transport

JOURNAL ARTICLE published January 2024 in Data Mining and Knowledge Discovery

Authors: Simone Fabbrizzi | Xuan Zhao | Emmanouil Krasanakis | Symeon Papadopoulos | Eirini Ntoutsi

Enhanced spatiotemporal relational probability trees and forests

JOURNAL ARTICLE published March 2013 in Data Mining and Knowledge Discovery

Authors: Amy McGovern | Nathaniel Troutman | Rodger A. Brown | John K. Williams | Jennifer Abernethy

Variational auto-encoder based Bayesian Poisson tensor factorization for sparse and imbalanced count data

JOURNAL ARTICLE published March 2021 in Data Mining and Knowledge Discovery

Authors: Yuan Jin | Ming Liu | Yunfeng Li | Ruohua Xu | Lan Du | Longxiang Gao | Yong Xiang

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