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A Bit Level Representation for Time Series Data Mining with Shape Based Similarity

JOURNAL ARTICLE published 12 June 2006 in Data Mining and Knowledge Discovery

Authors: Anthony Bagnall | Chotirat “Ann” Ratanamahatana | Eamonn Keogh | Stefano Lonardi | Gareth Janacek

A framework for condensation-based anonymization of string data

JOURNAL ARTICLE published June 2008 in Data Mining and Knowledge Discovery

Authors: Charu C. Aggarwal | Philip S. Yu

A spatiotemporal deep neural network for fine-grained multi-horizon wind prediction

JOURNAL ARTICLE published July 2023 in Data Mining and Knowledge Discovery

Authors: Fanling Huang | Yangdong Deng

Behavioral event data and their analysis

JOURNAL ARTICLE published November 2012 in Data Mining and Knowledge Discovery

Authors: Ian Davidson | Sean Gilpin | Peter B. Walker

Eigenvectors of directed graphs and importance scores: dominance, T-Rank, and sink remedies

JOURNAL ARTICLE published January 2010 in Data Mining and Knowledge Discovery

Authors: J. Bjelland | M. Burgess | G. Canright | K. Engø-Monsen

Marginal effects for non-linear prediction functions

JOURNAL ARTICLE published 27 February 2024 in Data Mining and Knowledge Discovery

Authors: Christian A. Scholbeck | Giuseppe Casalicchio | Christoph Molnar | Bernd Bischl | Christian Heumann

JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

Authors: Clark Glymour | David Madigan | Daryl Pregibon | Padhraic Smyth

EACD: evolutionary adaptation to concept drifts in data streams

JOURNAL ARTICLE published May 2019 in Data Mining and Knowledge Discovery

Authors: Hossein Ghomeshi | Mohamed Medhat Gaber | Yevgeniya Kovalchuk

On GNN explainability with activation rules

JOURNAL ARTICLE published 2 October 2022 in Data Mining and Knowledge Discovery

Authors: Luca Veyrin-Forrer | Ataollah Kamal | Stefan Duffner | Marc Plantevit | Céline Robardet

Discrimination- and privacy-aware patterns

JOURNAL ARTICLE published November 2015 in Data Mining and Knowledge Discovery

Authors: Sara Hajian | Josep Domingo-Ferrer | Anna Monreale | Dino Pedreschi | Fosca Giannotti

A case study of improving a non-technical losses detection system through explainability

JOURNAL ARTICLE published 19 April 2023 in Data Mining and Knowledge Discovery

Authors: Bernat Coma-Puig | Albert Calvo | Josep Carmona | Ricard Gavaldà

Efficient algorithms for segmentation of item-set time series

JOURNAL ARTICLE published December 2008 in Data Mining and Knowledge Discovery

Authors: Parvathi Chundi | Daniel J. Rosenkrantz

Information Preserving Time Decompositions of Time Stamped Documents*

JOURNAL ARTICLE published 12 June 2006 in Data Mining and Knowledge Discovery

Authors: Parvathi Chundi | Daniel J. Rosenkrantz

Mining spatial colocation patterns: a different framework

JOURNAL ARTICLE published January 2012 in Data Mining and Knowledge Discovery

Authors: Jin Soung Yoo | Mark Bow

Finding Frequent Patterns Using Length-Decreasing Support Constraints

JOURNAL ARTICLE published May 2005 in Data Mining and Knowledge Discovery

Authors: Masakazu Seno | George Karypis

Entropy on covers

JOURNAL ARTICLE published January 2012 in Data Mining and Knowledge Discovery

Authors: Zhimin Wang

JOURNAL ARTICLE published 1999 in Data Mining and Knowledge Discovery

Authors: Yike Guo | Robert Grossman

An exemplar-based clustering using efficient variational message passing

JOURNAL ARTICLE published January 2021 in Data Mining and Knowledge Discovery

Authors: Mohamed Hamza Ibrahim | Rokia Missaoui

Dynamic slate recommendation with gated recurrent units and Thompson sampling

JOURNAL ARTICLE published September 2022 in Data Mining and Knowledge Discovery

Research funded by Norges Forskningsråd (294330,237718)

Authors: Simen Eide | David S. Leslie | Arnoldo Frigessi

Anomaly detection in sleep: detecting mouth breathing in children

JOURNAL ARTICLE published May 2024 in Data Mining and Knowledge Discovery

Authors: Luka Biedebach | María Óskarsdóttir | Erna Sif Arnardóttir | Sigridur Sigurdardóttir | Michael Valur Clausen | Sigurveig Þ. Sigurdardóttir | Marta Serwatko | Anna Sigridur Islind