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A single pass algorithm for clustering evolving data streams based on swarm intelligence

JOURNAL ARTICLE published January 2013 in Data Mining and Knowledge Discovery

Authors: Agostino Forestiero | Clara Pizzuti | Giandomenico Spezzano

Link prediction in heterogeneous data via generalized coupled tensor factorization

JOURNAL ARTICLE published January 2015 in Data Mining and Knowledge Discovery

Authors: Beyza Ermiş | Evrim Acar | A. Taylan Cemgil

JOURNAL ARTICLE published 1999 in Data Mining and Knowledge Discovery

Authors: David W. Cheung | Yongqiao Xiao

JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

Authors: Mohammed J. Zaki | Srinivasan Parthasarathy | Mitsunori Ogihara | Wei Li

ColdRoute: effective routing of cold questions in stack exchange sites

JOURNAL ARTICLE published September 2018 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (CCF-1645599,IIS-1550302) | National Science Foundation (CNS-1513120) | Ohio Supercomputer Center (PAS0166)

Authors: Jiankai Sun | Abhinav Vishnu | Aniket Chakrabarti | Charles Siegel | Srinivasan Parthasarathy

A Markov Game model for valuing actions, locations, and team performance in ice hockey

JOURNAL ARTICLE published November 2017 in Data Mining and Knowledge Discovery

Authors: Oliver Schulte | Mahmoud Khademi | Sajjad Gholami | Zeyu Zhao | Mehrsan Javan | Philippe Desaulniers

Word-class embeddings for multiclass text classification

JOURNAL ARTICLE published May 2021 in Data Mining and Knowledge Discovery

Research funded by Horizon 2020 Framework Programme (871042,951911) | Horizon 2020 Framework Programme (823914)

Authors: Alejandro Moreo | Andrea Esuli | Fabrizio Sebastiani

Toward knowledge-rich data mining

JOURNAL ARTICLE published August 2007 in Data Mining and Knowledge Discovery

Authors: Pedro Domingos

CURIE: a cellular automaton for concept drift detection

JOURNAL ARTICLE published November 2021 in Data Mining and Knowledge Discovery

Research funded by ECSEL (783163)

Authors: Jesus L. Lobo | Javier Del Ser | Eneko Osaba | Albert Bifet | Francisco Herrera

Collusion set detection using graph clustering

JOURNAL ARTICLE published April 2008 in Data Mining and Knowledge Discovery

Authors: Girish Keshav Palshikar | Manoj M. Apte

Medical data mining: insights from winning two competitions

JOURNAL ARTICLE published May 2010 in Data Mining and Knowledge Discovery

Authors: Saharon Rosset | Claudia Perlich | Grzergorz Świrszcz | Prem Melville | Yan Liu

Subspace clustering of high-dimensional data: a predictive approach

JOURNAL ARTICLE published May 2014 in Data Mining and Knowledge Discovery

Authors: Brian McWilliams | Giovanni Montana

Datasets, tasks, and training methods for large-scale hypergraph learning

JOURNAL ARTICLE published November 2023 in Data Mining and Knowledge Discovery

Research funded by National Research Foundation of Korea (NRF-2020R1C1C1008296) | Institute for Information and Communications Technology Promotion (2022-0-00157,2019-0-00075)

Authors: Sunwoo Kim | Dongjin Lee | Yul Kim | Jungho Park | Taeho Hwang | Kijung Shin

JOURNAL ARTICLE published 2001 in Data Mining and Knowledge Discovery

Authors: Sean Wallis | Gerald Nelson

Regularized impurity reduction: accurate decision trees with complexity guarantees

JOURNAL ARTICLE published January 2023 in Data Mining and Knowledge Discovery

Research funded by Academy of Finland (317085,325117) | European Research Council (834862) | Horizon 2020 (871042)

Authors: Guangyi Zhang | Aristides Gionis

On data mining, compression, and Kolmogorov complexity

JOURNAL ARTICLE published August 2007 in Data Mining and Knowledge Discovery

Authors: Christos Faloutsos | Vasileios Megalooikonomou

Cartogram visualization for nonlinear manifold learning models

JOURNAL ARTICLE published July 2013 in Data Mining and Knowledge Discovery

Authors: Alfredo Vellido | David L. García | Àngela Nebot

SPEck: mining statistically-significant sequential patterns efficiently with exact sampling

JOURNAL ARTICLE published July 2022 in Data Mining and Knowledge Discovery

Research funded by Division of Information and Intelligent Systems (2006765)

Authors: Steedman Jenkins | Stefan Walzer-Goldfeld | Matteo Riondato

Weakly supervised nonnegative matrix factorization for user-driven clustering

JOURNAL ARTICLE published November 2015 in Data Mining and Knowledge Discovery

Authors: Jaegul Choo | Changhyun Lee | Chandan K. Reddy | Haesun Park

Bias characterization, assessment, and mitigation in location-based recommender systems

JOURNAL ARTICLE published September 2023 in Data Mining and Knowledge Discovery

Research funded by Ministerio de Ciencia e Innovación (PID2019-108965GB-I00) | European Social Fund (2017 call for predoctoral contracts,PID2019-108965GB-I00)

Authors: Pablo Sánchez | Alejandro Bellogín | Ludovico Boratto