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Classification of streaming time series under more realistic assumptions

JOURNAL ARTICLE published March 2016 in Data Mining and Knowledge Discovery

Authors: Bing Hu | Yanping Chen | Eamonn Keogh

JOURNAL ARTICLE published 2000 in Data Mining and Knowledge Discovery

Authors: Márcia Macêdo | Dianne Cook | Timothy J. Brown

Strengthening ties towards a highly-connected world

JOURNAL ARTICLE published January 2022 in Data Mining and Knowledge Discovery

Research funded by Academy of Finland (317085,325117) | European Research Council (834862) | Horizon 2020 (871042)

Authors: Antonis Matakos | Aristides Gionis

Online concept evolution detection based on active learning

JOURNAL ARTICLE published 15 March 2024 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (62276157,61503229,U21A20513,62076154) | the Key R &D Program of Shanxi Province (202202020101003)

Authors: Husheng Guo | Hai Li | Lu Cong | Wenjian Wang

BROCCOLI: overlapping and outlier-robust biclustering through proximal stochastic gradient descent

JOURNAL ARTICLE published November 2021 in Data Mining and Knowledge Discovery

Research funded by Ministero dell’Istruzione, dell’Università e della Ricerca (1852414-1-1)

Authors: Sibylle Hess | Gianvito Pio | Michiel Hochstenbach | Michelangelo Ceci

JOURNAL ARTICLE published 1998 in Data Mining and Knowledge Discovery

Authors: Jörg Sander | Martin Ester | Hans-Peter Kriegel | Xiaowei Xu

Efficient binary embedding of categorical data using BinSketch

JOURNAL ARTICLE published March 2022 in Data Mining and Knowledge Discovery

Authors: Bhisham Dev Verma | Rameshwar Pratap | Debajyoti Bera

Graph based anomaly detection and description: a survey

JOURNAL ARTICLE published May 2015 in Data Mining and Knowledge Discovery

Authors: Leman Akoglu | Hanghang Tong | Danai Koutra

Counterfactual explanations as interventions in latent space

JOURNAL ARTICLE published 7 November 2022 in Data Mining and Knowledge Discovery

Authors: Riccardo Crupi | Alessandro Castelnovo | Daniele Regoli | Beatriz San Miguel Gonzalez

Descriptive matrix factorization for sustainability Adopting the principle of opposites

JOURNAL ARTICLE published March 2012 in Data Mining and Knowledge Discovery

Authors: Christian Thurau | Kristian Kersting | Mirwaes Wahabzada | Christian Bauckhage

Scalable Clustering Algorithms with Balancing Constraints

JOURNAL ARTICLE published 25 September 2006 in Data Mining and Knowledge Discovery

Authors: Arindam Banerjee | Joydeep Ghosh

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

Adversarial balancing-based representation learning for causal effect inference with observational data

JOURNAL ARTICLE published July 2021 in Data Mining and Knowledge Discovery

Authors: Xin Du | Lei Sun | Wouter Duivesteijn | Alexander Nikolaev | Mykola Pechenizkiy

Mining top-K frequent itemsets through progressive sampling

JOURNAL ARTICLE published September 2010 in Data Mining and Knowledge Discovery

Authors: Andrea Pietracaprina | Matteo Riondato | Eli Upfal | Fabio Vandin

Discrete-time survival forests with Hellinger distance decision trees

JOURNAL ARTICLE published May 2020 in Data Mining and Knowledge Discovery

Research funded by Deutsche Forschungsgemeinschaft (SCHM 2966/2-1)

Authors: Matthias Schmid | Thomas Welchowski | Marvin N. Wright | Moritz Berger

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

Mondrian forest for data stream classification under memory constraints

JOURNAL ARTICLE published March 2024 in Data Mining and Knowledge Discovery

Research funded by Natural Sciences and Engineering Research Council of Canada (http://dx.doi.org/10.13039/501100000038)

Authors: Martin Khannouz | Tristan Glatard

Community detection in interval-weighted networks

JOURNAL ARTICLE published March 2024 in Data Mining and Knowledge Discovery

Research funded by Fundação para a Ciência e a Tecnologia (LA/P/0063/2020)

Authors: Hélder Alves | Paula Brito | Pedro Campos

A semi-supervised interactive algorithm for change point detection

JOURNAL ARTICLE published March 2024 in Data Mining and Knowledge Discovery

Research funded by FP7 Ideas: European Research Council (802895)

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

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