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

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

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

Simple and effective neural-free soft-cluster embeddings for item cold-start recommendations

JOURNAL ARTICLE published September 2020 in Data Mining and Knowledge Discovery

Authors: Shameem A. Puthiya Parambath | Sanjay Chawla

The spatial leave-pair-out cross-validation method for reliable AUC estimation of spatial classifiers

JOURNAL ARTICLE published 15 May 2019 in Data Mining and Knowledge Discovery

Research funded by Academy of Finland (289903,311273)

Authors: Antti Airola | Jonne Pohjankukka | Johanna Torppa | Maarit Middleton | Vesa Nykänen | Jukka Heikkonen | Tapio Pahikkala

Multiple-input neural networks for time series forecasting incorporating historical and prospective context

JOURNAL ARTICLE published January 2024 in Data Mining and Knowledge Discovery

Research funded by Fundação para a Ciência e Tecnologia (DSAIPA/AI/0033/2019,DSAIPA/DS/0111/2018) | Fundação para a Ciência e Tecnologia (DSAIPA/DS/0044/2018,UIDB/50021/2020)

Authors: João Palet | Vasco Manquinho | Rui Henriques

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

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

JOURNAL ARTICLE published 2000 in Data Mining and Knowledge Discovery

Authors: Daniel B. Carr | Anthony R. Olsen | Suzanne M. Pierson | Jean-Yves P. Courbois

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

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