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Attributed network embedding via subspace discovery

JOURNAL ARTICLE published November 2019 in Data Mining and Knowledge Discovery

Authors: Daokun Zhang | Jie Yin | Xingquan Zhu | Chengqi Zhang

Link prediction in dynamic networks using random dot product graphs

JOURNAL ARTICLE published September 2021 in Data Mining and Knowledge Discovery

Authors: Francesco Sanna Passino | Anna S. Bertiger | Joshua C. Neil | Nicholas A. Heard

Guest Editorial: Special Issue on impacting patient care by mining medical data

JOURNAL ARTICLE published May 2010 in Data Mining and Knowledge Discovery

Authors: Rómer E. Rosales | R. Bharat Rao

Efficient mixture model for clustering of sparse high dimensional binary data

JOURNAL ARTICLE published November 2019 in Data Mining and Knowledge Discovery

Research funded by Narodowe Centrum Nauki (2016/21/D/ST6/00980,2017/25/B/ST6/01271)

Authors: Marek Śmieja | Krzysztof Hajto | Jacek Tabor

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

A clustering comparison measure using density profiles and its application to the discovery of alternate clusterings

JOURNAL ARTICLE published November 2010 in Data Mining and Knowledge Discovery

Authors: Eric Bae | James Bailey | Guozhu Dong

Locally adaptive metrics for clustering high dimensional data

JOURNAL ARTICLE published 24 February 2007 in Data Mining and Knowledge Discovery

Authors: Carlotta Domeniconi | Dimitrios Gunopulos | Sheng Ma | Bojun Yan | Muna Al-Razgan | Dimitris Papadopoulos

Multi-label learning with missing and completely unobserved labels

JOURNAL ARTICLE published May 2021 in Data Mining and Knowledge Discovery

Research funded by Young Scientists Fund (61806005) | Japan Science and Technology Corporation (191400000190) | JST-AIP (JPMJCR19U4)

Authors: Jun Huang | Linchuan Xu | Kun Qian | Jing Wang | Kenji Yamanishi

Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets

JOURNAL ARTICLE published January 2022 in Data Mining and Knowledge Discovery

Authors: Tatiana Makhalova | Sergei O. Kuznetsov | Amedeo Napoli

Fast projections onto mixed-norm balls with applications

JOURNAL ARTICLE published September 2012 in Data Mining and Knowledge Discovery

Authors: Suvrit Sra

SICA: subjectively interesting component analysis

JOURNAL ARTICLE published July 2018 in Data Mining and Knowledge Discovery

Research funded by European Research Council (615517) | Fonds Wetenschappelijk Onderzoek (665501) | Engineering and Physical Sciences Research Council (EP/M000060/1) | Fonds Wetenschappelijk Onderzoek (G0F9816N,G091017N)

Authors: Bo Kang | Jefrey Lijffijt | Raúl Santos-Rodríguez | Tijl De Bie

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

Interesting pattern mining in multi-relational data

JOURNAL ARTICLE published May 2014 in Data Mining and Knowledge Discovery

Authors: Eirini Spyropoulou | Tijl De Bie | Mario Boley

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

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

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

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

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