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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

COG: local decomposition for rare class analysis

JOURNAL ARTICLE published March 2010 in Data Mining and Knowledge Discovery

Authors: Junjie Wu | Hui Xiong | Jian Chen

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

More than modelling and hiding: towards a comprehensive view of Web mining and privacy

JOURNAL ARTICLE published May 2012 in Data Mining and Knowledge Discovery

Authors: Bettina Berendt

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

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

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