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Improving the core resilience of real-world hypergraphs

JOURNAL ARTICLE published November 2023 in Data Mining and Knowledge Discovery

Research funded by National Research Foundation of Korea (NRF- 2020R1C1C1008296) | Institute of Information and Communications Technology Planning & Evaluation of Korea (2022-0-00871,2019-0-00075)

Authors: Manh Tuan Do | Kijung Shin

Social explorative attention based recommendation for content distribution platforms

JOURNAL ARTICLE published March 2021 in Data Mining and Knowledge Discovery

Authors: Wenyi Xiao | Huan Zhao | Haojie Pan | Yangqiu Song | Vincent W. Zheng | Qiang Yang

Interactive visual data exploration with subjective feedback: an information-theoretic approach

JOURNAL ARTICLE published January 2020 in Data Mining and Knowledge Discovery

Research funded by Academy of Finland (326339,326280) | Fonds Wetenschappelijk Onderzoek (G091017N,G0F9816N) | FP7 Ideas: European Research Council (615517) | Tekes (Revolution of Knowledge Work) | H2020 Marie Skłodowska-Curie Actions (665501)

Authors: Kai Puolamäki | Emilia Oikarinen | Bo Kang | Jefrey Lijffijt | Tijl De Bie

Scalable pattern mining with Bayesian networks as background knowledge

JOURNAL ARTICLE published February 2009 in Data Mining and Knowledge Discovery

Authors: Szymon Jaroszewicz | Tobias Scheffer | Dan A. Simovici

ParCorr: efficient parallel methods to identify similar time series pairs across sliding windows

JOURNAL ARTICLE published September 2018 in Data Mining and Knowledge Discovery

Research funded by Horizon 2020 Framework Programme (732051)

Authors: Djamel Edine Yagoubi | Reza Akbarinia | Boyan Kolev | Oleksandra Levchenko | Florent Masseglia | Patrick Valduriez | Dennis Shasha

Outlier Detection and Data Cleaning in Multivariate Non-Normal Samples: The PAELLA Algorithm

JOURNAL ARTICLE published September 2004 in Data Mining and Knowledge Discovery

Authors: Manuel Castejón Limas | Joaquín B. Ordieres Meré | Francisco J. Martínez de Pisón Ascacibar | Eliseo P. Vergara González

Ethological data mining: an automata-based approach to extract behavioral units and rules

JOURNAL ARTICLE published June 2009 in Data Mining and Knowledge Discovery

Authors: Yasuki Kakishita | Kazutoshi Sasahara | Tetsuro Nishino | Miki Takahasi | Kazuo Okanoya

Making individually fair predictions with causal pathways

JOURNAL ARTICLE published July 2023 in Data Mining and Knowledge Discovery

Research funded by Exploratory Research for Advanced Technology (JPMJER1903)

Authors: Yoichi Chikahara | Shinsaku Sakaue | Akinori Fujino | Hisashi Kashima

Mining periodic behaviors of object movements for animal and biological sustainability studies

JOURNAL ARTICLE published March 2012 in Data Mining and Knowledge Discovery

Authors: Zhenhui Li | Jiawei Han | Bolin Ding | Roland Kays

JOURNAL ARTICLE published 1999 in Data Mining and Knowledge Discovery

Authors: Tomasz Imieliński | Aashu Virmani

Group recommender system for store product placement

JOURNAL ARTICLE published January 2019 in Data Mining and Knowledge Discovery

Authors: Jihoi Park | Kihwan Nam

Mining significant association rules from uncertain data

JOURNAL ARTICLE published July 2016 in Data Mining and Knowledge Discovery

Authors: Anshu Zhang | Wenzhong Shi | Geoffrey I. Webb

Web log analysis: a review of a decade of studies about information acquisition, inspection and interpretation of user interaction

JOURNAL ARTICLE published May 2012 in Data Mining and Knowledge Discovery

Authors: Maristella Agosti | Franco Crivellari | Giorgio Maria Di Nunzio

ConvMOS: climate model output statistics with deep learning

JOURNAL ARTICLE published January 2023 in Data Mining and Knowledge Discovery

Research funded by European Regional Development Fund ((BigData@Geo - Advanced Environmental Technologies using AI on the Internet))

Authors: Michael Steininger | Daniel Abel | Katrin Ziegler | Anna Krause | Heiko Paeth | Andreas Hotho

A new class of metrics for learning on real-valued and structured data

JOURNAL ARTICLE published July 2019 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (DBI-1458477)

Authors: Ruiyu Yang | Yuxiang Jiang | Scott Mathews | Elizabeth A. Housworth | Matthew W. Hahn | Predrag Radivojac

Distance-based outlier queries in data streams: the novel task and algorithms

JOURNAL ARTICLE published March 2010 in Data Mining and Knowledge Discovery

Authors: Fabrizio Angiulli | Fabio Fassetti

Boosting house price predictions using geo-spatial network embedding

JOURNAL ARTICLE published November 2021 in Data Mining and Knowledge Discovery

Authors: Sarkar Snigdha Sarathi Das | Mohammed Eunus Ali | Yuan-Fang Li | Yong-Bin Kang | Timos Sellis

Correction to: Domain agnostic online semantic segmentation for multi-dimensional time series

JOURNAL ARTICLE published November 2019 in Data Mining and Knowledge Discovery

Authors: Shaghayegh Gharghabi | Chin-Chia Michael Yeh | Yifei Ding | Wei Ding | Paul Hibbing | Samuel LaMunion | Andrew Kaplan | Scott E. Crouter | Eamonn Keogh

Gaussian bandwidth selection for manifold learning and classification

JOURNAL ARTICLE published November 2020 in Data Mining and Knowledge Discovery

Authors: Ofir Lindenbaum | Moshe Salhov | Arie Yeredor | Amir Averbuch

Correction to: AA-forecast: anomaly-aware forecast for extreme events

JOURNAL ARTICLE published March 2024 in Data Mining and Knowledge Discovery

Authors: Ashkan Farhangi | Jiang Bian | Arthur Huang | Haoyi Xiong | Jun Wang | Zhishan Guo