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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 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

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

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

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

Preventing deception with explanation methods using focused sampling

JOURNAL ARTICLE published 9 December 2022 in Data Mining and Knowledge Discovery

Research funded by Javna Agencija za Raziskovalno Dejavnost RS (P6-0411) | Horizon 2020 (825153)

Authors: Domen Vreš | Marko Robnik-Šikonja

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

VEM$$^2$$L: an easy but effective framework for fusing text and structure knowledge on sparse knowledge graph completion

JOURNAL ARTICLE published March 2024 in Data Mining and Knowledge Discovery

Research funded by National Key Research and Development Project of China (No.2022YFF0903301) | National Science Foundation of China (U22B2059, 61976073, 62276083) | Shenzhen Foundational Research Funding (JCYJ20200109113441941) | Major Key Project of PCL (PCL2021A06)

Authors: Tao He | Ming Liu | Yixin Cao | Meng Qu | Zihao Zheng | Bing Qin

Fast analytical methods for finding significant labeled graph motifs

JOURNAL ARTICLE published March 2018 in Data Mining and Knowledge Discovery

Research funded by Ministero dell’Istruzione, dell’Università e della Ricerca (E61H12000140005,E61H12000140005) | Ministero dell’Istruzione, dell’Università e della Ricerca (E64G14000190008,E64G14000190008) | National Science Foundation (MCB-1158273,IOS-1339362) | National Science Foundation (MCB-1412232,MCB-1355462) | National Science Foundation (IOS-0922738,MCB-0929338) | National Institutes of Health (2R01GM032877-25A1)

Authors: Giovanni Micale | Rosalba Giugno | Alfredo Ferro | Misael Mongiovì | Dennis Shasha | Alfredo Pulvirenti

Social regularized von Mises–Fisher mixture model for item recommendation

JOURNAL ARTICLE published September 2017 in Data Mining and Knowledge Discovery

Authors: Aghiles Salah | Mohamed Nadif

JOURNAL ARTICLE published 2003 in Data Mining and Knowledge Discovery

Authors: Minos Garofalakis | Dongjoon Hyun | Rajeev Rastogi | Kyuseok Shim

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 1998 in Data Mining and Knowledge Discovery

Authors: S.D. Lee | David W. Cheung | Ben Kao

Spatial neighborhood based anomaly detection in sensor datasets

JOURNAL ARTICLE published March 2010 in Data Mining and Knowledge Discovery

Authors: Vandana P. Janeja | Nabil R. Adam | Vijayalakshmi Atluri | Jaideep Vaidya

Transfer how much: a fine-grained measure of the knowledge transferability of user behavior sequences in social network

JOURNAL ARTICLE published November 2022 in Data Mining and Knowledge Discovery

Research funded by China National Funds for Distinguished Young Scientists (62025205,61725205) | Key Programme (2019YFB1703901) | Innovative Research Group Project of the National Natural Science Foundation of China (62032020) | Key Programme (61960206008) | National Natural Science Foundation of China (62102317)

Authors: Nuo Li | Bin Guo | Yan Liu | Yasan Ding | En Xu | Lina Yao | Zhiwen Yu

Alternative prior assumptions for improving the performance of naïve Bayesian classifiers

JOURNAL ARTICLE published April 2009 in Data Mining and Knowledge Discovery

Authors: Tzu-Tsung Wong

Discovering injective episodes with general partial orders

JOURNAL ARTICLE published July 2012 in Data Mining and Knowledge Discovery

Authors: Avinash Achar | Srivatsan Laxman | Raajay Viswanathan | P. S. Sastry