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Accelerating spectral clustering with partial supervision

JOURNAL ARTICLE published September 2010 in Data Mining and Knowledge Discovery

Authors: Dimitrios Mavroeidis

MasterMovelets: discovering heterogeneous movelets for multiple aspect trajectory classification

JOURNAL ARTICLE published May 2020 in Data Mining and Knowledge Discovery

Authors: Carlos Andres Ferrero | Lucas May Petry | Luis Otavio Alvares | Camila Leite da Silva | Willian Zalewski | Vania Bogorny

JOURNAL ARTICLE published 2000 in Data Mining and Knowledge Discovery

Authors: Martin Ester | Alexander Frommelt | Hans-Peter Kriegel | Jöorg Sander

MERLIN++: parameter-free discovery of time series anomalies

JOURNAL ARTICLE published March 2023 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (1631776)

Authors: Takaaki Nakamura | Ryan Mercer | Makoto Imamura | Eamonn Keogh

Mining Multiple Data Sources: Local Pattern Analysis

JOURNAL ARTICLE published 3 May 2006 in Data Mining and Knowledge Discovery

Authors: Shichao Zhang | Mohammed J. Zaki

The decomposed normalized maximum likelihood code-length criterion for selecting hierarchical latent variable models

JOURNAL ARTICLE published July 2019 in Data Mining and Knowledge Discovery

Research funded by JST CREST (JPMJCR1304)

Authors: Kenji Yamanishi | Tianyi Wu | Shinya Sugawara | Makoto Okada

Constrained distance based clustering for time-series: a comparative and experimental study

JOURNAL ARTICLE published November 2018 in Data Mining and Knowledge Discovery

Research funded by Centre National d’Etudes Spatiales (2016-033) | Université de Strasbourg (2016-033)

Authors: Thomas Lampert | Thi-Bich-Hanh Dao | Baptiste Lafabregue | Nicolas Serrette | Germain Forestier | Bruno Crémilleux | Christel Vrain | Pierre Gançarski

An attention matrix for every decision: faithfulness-based arbitration among multiple attention-based interpretations of transformers in text classification

JOURNAL ARTICLE published January 2024 in Data Mining and Knowledge Discovery

Research funded by Hellenic Foundation for Research and Innovation (514) | Hellenic Foundation for Research and Innovation (514) | Hellenic Foundation for Research and Innovation (514)

Authors: Nikolaos Mylonas | Ioannis Mollas | Grigorios Tsoumakas

An alternative for data visualization using space-filling curve

JOURNAL ARTICLE published November 2023 in Data Mining and Knowledge Discovery

Authors: Valentin Owczarek | Patrick Franco | Rémy Mullot

Column-coherent matrix decomposition

JOURNAL ARTICLE published November 2023 in Data Mining and Knowledge Discovery

Authors: Nikolaj Tatti

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

Isolation kernel: the X factor in efficient and effective large scale online kernel learning

JOURNAL ARTICLE published November 2021 in Data Mining and Knowledge Discovery

Research funded by Natural Science Foundation of China (62076120) | JST CREST (JPMJCR1666) | Japan Society for the Promotion of Science (JSPS) KAKENHI (20K21815)

Authors: Kai Ming Ting | Jonathan R. Wells | Takashi Washio

Projective clustering ensembles

JOURNAL ARTICLE published May 2013 in Data Mining and Knowledge Discovery

Authors: Francesco Gullo | Carlotta Domeniconi | Andrea Tagarelli

JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

Authors: Sanjay Goil | Alok Choudhary

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