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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

Survey on mining subjective data on the web

JOURNAL ARTICLE published May 2012 in Data Mining and Knowledge Discovery

Authors: Mikalai Tsytsarau | Themis Palpanas

InceptionTime: Finding AlexNet for time series classification

JOURNAL ARTICLE published November 2020 in Data Mining and Knowledge Discovery

Authors: Hassan Ismail Fawaz | Benjamin Lucas | Germain Forestier | Charlotte Pelletier | Daniel F. Schmidt | Jonathan Weber | Geoffrey I. Webb | Lhassane Idoumghar | Pierre-Alain Muller | François Petitjean

Characteristic-Based Clustering for Time Series Data

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

Authors: Xiaozhe Wang | Kate Smith | Rob Hyndman

DECODE: a new method for discovering clusters of different densities in spatial data

JOURNAL ARTICLE published June 2009 in Data Mining and Knowledge Discovery

Authors: Tao Pei | Ajay Jasra | David J. Hand | A.-Xing Zhu | Chenghu Zhou

Using derivatives in time series classification

JOURNAL ARTICLE published March 2013 in Data Mining and Knowledge Discovery

Authors: Tomasz Górecki | Maciej Łuczak

JOURNAL ARTICLE published 1998 in Data Mining and Knowledge Discovery

Authors: Kanti Bansal | Sanjeev Vadhavkar | Amar Gupta

catch22: CAnonical Time-series CHaracteristics

JOURNAL ARTICLE published November 2019 in Data Mining and Knowledge Discovery

Research funded by Engineering and Physical Sciences Research Council (EP/L016737/1) | National Health and Medical Research Council (1089718) | Engineering and Physical Sciences Research Council (EP/N014529/1) | Engineering and Physical Sciences Research Council (EP/K503733/1)

Authors: Carl H. Lubba | Sarab S. Sethi | Philip Knaute | Simon R. Schultz | Ben D. Fulcher | Nick S. Jones

JOURNAL ARTICLE published 1999 in Data Mining and Knowledge Discovery

Authors: Pedro Domingos

PRIE: a system for generating rulelists to maximize ROC performance

JOURNAL ARTICLE published October 2008 in Data Mining and Knowledge Discovery

Authors: Tom Fawcett

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

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