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Differentially Private Distance Learning in Categorical Data

JOURNAL ARTICLE published September 2021 in Data Mining and Knowledge Discovery

Research funded by Fondazione CRT (2019-0450)

Authors: Elena Battaglia | Simone Celano | Ruggero G. Pensa

Selective sampling techniques for feedback-based data retrieval

JOURNAL ARTICLE published January 2011 in Data Mining and Knowledge Discovery

Authors: Hwanjo Yu

Mining trajectories of moving dynamic spatio-temporal regions in sensor datasets

JOURNAL ARTICLE published July 2014 in Data Mining and Knowledge Discovery

Authors: M. P. McGuire | V. P. Janeja | A. Gangopadhyay

Web usage mining: extracting unexpected periods from web logs

JOURNAL ARTICLE published February 2008 in Data Mining and Knowledge Discovery

Authors: F. Masseglia | P. Poncelet | M. Teisseire | A. Marascu

Counts-of-counts similarity for prediction and search in relational data

JOURNAL ARTICLE published September 2019 in Data Mining and Knowledge Discovery

Authors: Manfred Jaeger | Marco Lippi | Giovanni Pellegrini | Andrea Passerini

An efficient approach to external cluster assessment with an application to martian topography

JOURNAL ARTICLE published 24 February 2007 in Data Mining and Knowledge Discovery

Authors: R. Vilalta | T. Stepinski | M. Achari

Assessing the quality of multilevel graph clustering

JOURNAL ARTICLE published July 2014 in Data Mining and Knowledge Discovery

Authors: François Queyroi | Maylis Delest | Jean-Marc Fédou | Guy Melançon

Noise-tolerance matrix completion for location recommendation

JOURNAL ARTICLE published January 2018 in Data Mining and Knowledge Discovery

Authors: Bin Xia | Tao Li | Qianmu Li | Hong Zhang

Using background knowledge to rank itemsets

JOURNAL ARTICLE published September 2010 in Data Mining and Knowledge Discovery

Authors: Nikolaj Tatti | Michael Mampaey

Fast and accurate mining of correlated heavy hitters

JOURNAL ARTICLE published January 2018 in Data Mining and Knowledge Discovery

Authors: Italo Epicoco | Massimo Cafaro | Marco Pulimeno

Regression tree-based active learning

JOURNAL ARTICLE published March 2024 in Data Mining and Knowledge Discovery

Research funded by Institut d’études politiques de Grenoble, Université Grenoble Alpes (MESRI-ED(IMEP2) and MIAI(ANR-19-P31A-0003))

Authors: Ashna Jose | João Paulo Almeida de Mendonça | Emilie Devijver | Noël Jakse | Valérie Monbet | Roberta Poloni

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

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

JOURNAL ARTICLE published 2002 in Data Mining and Knowledge Discovery

Authors: Thomas Reinartz

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