RTG: a recursive realistic graph generator using random typing

JOURNAL ARTICLE published October 2009 in Data Mining and Knowledge Discovery

Authors: Leman Akoglu | Christos Faloutsos

A combinatorial multi-armed bandit approach to correlation clustering

JOURNAL ARTICLE published July 2023 in Data Mining and Knowledge Discovery

Authors: F. Gullo | D. Mandaglio | A. Tagarelli

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

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

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

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

Scalable Clustering Algorithms with Balancing Constraints

JOURNAL ARTICLE published 25 September 2006 in Data Mining and Knowledge Discovery

Authors: Arindam Banerjee | Joydeep Ghosh

JOURNAL ARTICLE published 1998 in Data Mining and Knowledge Discovery

Authors: Raymond Ng | Jiawei Han | Laks Lakshmanan

Feature selection for k-means clustering stability: theoretical analysis and an algorithm

JOURNAL ARTICLE published July 2014 in Data Mining and Knowledge Discovery

Authors: Dimitrios Mavroeidis | Elena Marchiori

A survey of deep network techniques all classifiers can adopt

JOURNAL ARTICLE published January 2021 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (1543656)

Authors: Alireza Ghods | Diane J. Cook

An alternating nonmonotone projected Barzilai–Borwein algorithm of nonnegative factorization of big matrices

JOURNAL ARTICLE published September 2021 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (71671190) | Fundamental Research Funds for Central Universities of the Central South University (206021706) | Hunan Provincial Innovation Foundation for Postgraduate (1501110022)

Authors: Ting Li | Jiayi Tang | Zhong Wan

Detecting anomaly collections using extreme feature ranks

JOURNAL ARTICLE published May 2015 in Data Mining and Knowledge Discovery

Authors: Hanbo Dai | Feida Zhu | Ee-Peng Lim | HweeHwa Pang

SCALE: a scalable framework for efficiently clustering transactional data

JOURNAL ARTICLE published January 2010 in Data Mining and Knowledge Discovery

Authors: Hua Yan | Keke Chen | Ling Liu | Zhang Yi

Weighted sparse simplex representation: a unified framework for subspace clustering, constrained clustering, and active learning

JOURNAL ARTICLE published May 2022 in Data Mining and Knowledge Discovery

Authors: Hankui Peng | Nicos G. Pavlidis

Extreme-value-theoretic estimation of local intrinsic dimensionality

JOURNAL ARTICLE published November 2018 in Data Mining and Knowledge Discovery

Authors: Laurent Amsaleg | Oussama Chelly | Teddy Furon | Stéphane Girard | Michael E. Houle | Ken-ichi Kawarabayashi | Michael Nett

Scalable and exact sampling method for probabilistic generative graph models

JOURNAL ARTICLE published November 2018 in Data Mining and Knowledge Discovery

Research funded by CONICYT PAI: (82140043) | National Science Foundation (IIS-1149789) | National Science Foundation (IIS-1618690,IIS-1546488) | National Science Foundation (CCF-0939370)

Authors: Sebastian Moreno | Joseph J. Pfeiffer | Jennifer Neville

G-Tries: a data structure for storing and finding subgraphs

JOURNAL ARTICLE published March 2014 in Data Mining and Knowledge Discovery

Authors: Pedro Ribeiro | Fernando Silva

Survey on using constraints in data mining

JOURNAL ARTICLE published March 2017 in Data Mining and Knowledge Discovery

Authors: Valerio Grossi | Andrea Romei | Franco Turini

JOURNAL ARTICLE published 2000 in Data Mining and Knowledge Discovery

Authors: Surajit Chaudhuri