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TSK-Streams: learning TSK fuzzy systems for regression on data streams

JOURNAL ARTICLE published September 2021 in Data Mining and Knowledge Discovery

Authors: Ammar Shaker | Eyke Hüllermeier

A methodology for refined evaluation of neural code completion approaches

JOURNAL ARTICLE published January 2023 in Data Mining and Knowledge Discovery

Authors: Kim Tuyen Le | Gabriel Rashidi | Artur Andrzejak

Matching samples of multiple views

JOURNAL ARTICLE published September 2011 in Data Mining and Knowledge Discovery

Authors: Abhishek Tripathi | Arto Klami | Matej Orešič | Samuel Kaski

JOURNAL ARTICLE published 2001 in Data Mining and Knowledge Discovery

Authors: Ron Kohavi | Foster Provost

Model-based exception mining for object-relational data

JOURNAL ARTICLE published May 2020 in Data Mining and Knowledge Discovery

Research funded by Natural Sciences and Engineering Research Council of Canada (217331)

Authors: Fatemeh Riahi | Oliver Schulte

JOURNAL ARTICLE published 2000 in Data Mining and Knowledge Discovery

Authors: Joseph M. Hellerstein | Ron Avnur | Vijayshankar Raman

Exploiting link structure for web page genre identification

JOURNAL ARTICLE published May 2016 in Data Mining and Knowledge Discovery

Authors: Jia Zhu | Qing Xie | Shoou-I Yu | Wai Hung Wong

Robust unsupervised cluster matching for network data

JOURNAL ARTICLE published July 2017 in Data Mining and Knowledge Discovery

Authors: Tomoharu Iwata | Katsuhiko Ishiguro

A fast ensemble pruning algorithm based on pattern mining process

JOURNAL ARTICLE published October 2009 in Data Mining and Knowledge Discovery

Authors: Qiang-Li Zhao | Yan-Huang Jiang | Ming Xu

Temporal density extrapolation using a dynamic basis approach

JOURNAL ARTICLE published September 2019 in Data Mining and Knowledge Discovery

Research funded by OeNB Anniversary Fund (17028)

Authors: G. Krempl | D. Lang | V. Hofer

Network embedding based on high-degree penalty and adaptive negative sampling

JOURNAL ARTICLE published March 2024 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (61773448) | National Natural Science Foundation of China (62176236)

Authors: Gang-Feng Ma | Xu-Hua Yang | Wei Ye | Xin-Li Xu | Lei Ye

Sky-signatures: detecting and characterizing recurrent behavior in sequential data

JOURNAL ARTICLE published March 2024 in Data Mining and Knowledge Discovery

Research funded by European Research Council (694980)

Authors: Clément Gautrais | Peggy Cellier | Thomas Guyet | René Quiniou | Alexandre Termier

MrTF: model refinery for transductive federated learning

JOURNAL ARTICLE published September 2023 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (61921006,62006118,62276131) | National Key RD Program of China (2022YFF0712100) | Fundamental Research Funds for the Central Universities (NJ2022028,30922010317)

Authors: Xin-Chun Li | Yang Yang | De-Chuan Zhan

Multiple instance learning via Gaussian processes

JOURNAL ARTICLE published July 2014 in Data Mining and Knowledge Discovery

Authors: Minyoung Kim | Fernando De la Torre

Visualizing image content to explain novel image discovery

JOURNAL ARTICLE published November 2020 in Data Mining and Knowledge Discovery

Authors: Jake H. Lee | Kiri L. Wagstaff

Optimal selection of benchmarking datasets for unbiased machine learning algorithm evaluation

JOURNAL ARTICLE published March 2024 in Data Mining and Knowledge Discovery

Research funded by Conselho Nacional de Desenvolvimento Científico e Tecnológico (307892/2020-4) | Fundação de Amparo à Pesquisa do Estado de São Paulo (2021/06870-3,2022/10683-7) | Australian Research Council (IC200100009)

Authors: João Luiz Junho Pereira | Kate Smith-Miles | Mario Andrés Muñoz | Ana Carolina Lorena

Correction: A semi‑supervised interactive algorithm for change point detection

JOURNAL ARTICLE published March 2024 in Data Mining and Knowledge Discovery

Authors: Zhenxiang Cao | Nick Seeuws | Maarten De Vos | Alexander Bertrand

Knowledge base completion by learning pairwise-interaction differentiated embeddings

JOURNAL ARTICLE published September 2015 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (61300080) | National Natural Science Foundation of China (61273217) | National Natural Science Foundation of China (CN) (61175011) | National Natural Science Foundation of China (CN) (61171193) | Chinese 111 program of ‘Advanced Intelligence and Network Service’ (B08004)

Authors: Yu Zhao | Sheng Gao | Patrick Gallinari | Jun Guo

Decision tree boosted varying coefficient models

JOURNAL ARTICLE published November 2022 in Data Mining and Knowledge Discovery

Research funded by Directorate for Mathematical and Physical Sciences (1712554)

Authors: Yichen Zhou | Giles Hooker

Mining Pareto-optimal counterfactual antecedents with a branch-and-bound model-agnostic algorithm

JOURNAL ARTICLE published 16 December 2022 in Data Mining and Knowledge Discovery

Research funded by Conselho Nacional de Desenvolvimento Científico e Tecnológico (312483/2018-0)

Authors: Marcos M. Raimundo | Luis Gustavo Nonato | Jorge Poco