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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 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

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

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

A recurrent neural network architecture to model physical activity energy expenditure in older people

JOURNAL ARTICLE published January 2022 in Data Mining and Knowledge Discovery

Authors: Stylianos Paraschiakos | Cláudio Rebelo de Sá | Jeremiah Okai | P. Eline Slagboom | Marian Beekman | Arno Knobbe

An overlap sensitive neural network for class imbalanced data

JOURNAL ARTICLE published July 2021 in Data Mining and Knowledge Discovery

Authors: Shaukat Ali Shahee | Usha Ananthakumar

Building an Association Rules Framework to Improve Product Assortment Decisions

JOURNAL ARTICLE published January 2004 in Data Mining and Knowledge Discovery

Authors: Tom Brijs | Gilbert Swinnen | Koen Vanhoof | Geert Wets

Automatic Subspace Clustering of High Dimensional Data

JOURNAL ARTICLE published July 2005 in Data Mining and Knowledge Discovery

Authors: Rakesh Agrawal | Johannes Gehrke | Dimitrios Gunopulos | Prabhakar Raghavan

DHCC: Divisive hierarchical clustering of categorical data

JOURNAL ARTICLE published January 2012 in Data Mining and Knowledge Discovery

Authors: Tengke Xiong | Shengrui Wang | André Mayers | Ernest Monga

Bake off redux: a review and experimental evaluation of recent time series classification algorithms

JOURNAL ARTICLE published 19 April 2024 in Data Mining and Knowledge Discovery

Research funded by EPSRC (EP/W030756/1,EP/W030756/1)

Authors: Matthew Middlehurst | Patrick Schäfer | Anthony Bagnall

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

Provable randomized rounding for minimum-similarity diversification

JOURNAL ARTICLE published March 2022 in Data Mining and Knowledge Discovery

Authors: Bruno Ordozgoiti | Ananth Mahadevan | Antonis Matakos | Aristides Gionis

Affinity-driven blog cascade analysis and prediction

JOURNAL ARTICLE published March 2014 in Data Mining and Knowledge Discovery

Authors: Hui Li | Sourav S Bhowmick | Aixin Sun | Jiangtao Cui

FiSH: fair spatial hot spots

JOURNAL ARTICLE published July 2023 in Data Mining and Knowledge Discovery

Authors: Deepak P. | Sowmya S. Sundaram

Interpreting deep learning models with marginal attribution by conditioning on quantiles

JOURNAL ARTICLE published July 2022 in Data Mining and Knowledge Discovery

Authors: Michael Merz | Ronald Richman | Andreas Tsanakas | Mario V. Wüthrich

Clustering for heterogeneous information networks with extended star-structure

JOURNAL ARTICLE published July 2019 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (61502420,61772472) | Natural Science Foundation of Zhejiang Province (LY16F020032,LY17F020020)

Authors: Jian-Ping Mei | Huajiang Lv | Lianghuai Yang | Yanjun Li