Dau Anh Hoang

Most-cited papers

1. The UCR time series archive

   Dau Anh Hoang, A. Bagnall, Kaveh Kamgar, Chin-Chia Michael Yeh +4 more

   2018IEEE/CAA Journal of Automatica Sinica1,198 citations Open access

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2. Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets

   Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum +5 more

   2016Industrial Conference on Data Mining738 citations

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3. The UEA multivariate time series classification archive, 2018

   A. Bagnall, Dau Anh Hoang, Jason Lines, Michael Flynn +4 more

   2018arXiv.org666 citations

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4. Generating Synthetic Time Series to Augment Sparse Datasets

   G. Forestier, F. Petitjean, Dau Anh Hoang, Geoffrey I. Webb +1 more

   2017Industrial Conference on Data Mining180 citations

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5. Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile

   Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum +6 more

   2017Data mining and knowledge discovery144 citations

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6. Optimizing dynamic time warping’s window width for time series data mining applications

   Dau Anh Hoang, Diego Furtado Silva, F. Petitjean, G. Forestier +3 more

   2018Data mining and knowledge discovery102 citations Open access

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7. Matrix Profile V: A Generic Technique to Incorporate Domain Knowledge into Motif Discovery

   Dau Anh Hoang, Eamonn J. Keogh

   2017Knowledge Discovery and Data Mining74 citations

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8. Semi-Supervision Dramatically Improves Time Series Clustering under Dynamic Time Warping

   Dau Anh Hoang, Nurjahan Begum, Eamonn J. Keogh

   2016International Conference on Information and Knowledge Management36 citations

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9. The Swiss army knife of time series data mining: ten useful things you can do with the matrix profile and ten lines of code

   Yan Zhu, Shaghayegh Gharghabi, Diego Furtado Silva, Dau Anh Hoang +8 more

   2020Data mining and knowledge discovery33 citations Open access

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10. Generalized Dynamic Time Warping: Unleashing the Warping Power Hidden in Point-Wise Distances

    Rodica Neamtu, Ramoza Ahsan, Elke A. Rundensteiner, G. Sárközy +4 more

    2018IEEE International Conference on Data Engineering24 citations

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11. Judicious setting of Dynamic Time Warping's window width allows more accurate classification of time series

    Dau Anh Hoang, Diego Furtado Silva, F. Petitjean, G. Forestier +2 more

    20172017 IEEE International Conference on Big Data (Big Data)24 citations Open access

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12. Online Amnestic DTW to allow Real-Time Golden Batch Monitoring

    Chin-Chia Michael Yeh, Yan Zhu, Dau Anh Hoang, Amirali Darvishzadeh +2 more

    2019Knowledge Discovery and Data Mining17 citations Open access

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13. Ieee Transactions on Knowledge and Data Engineering, Manuscript Id 1 a General Framework for Density Based Time Series Clustering Exploiting a Novel Admissible Pruning Strategy

    Nurjahan Begum, Liudmila Ulanova, Dau Anh Hoang, Jun Wang +1 more

    7 citations

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14. Online Amnestic Dynamic Time Warping to Allow Real-Time Golden Batch Monitoring

    Chin-Chia Michael Yeh, Yan Zhu, Dau Anh Hoang, Amirali Darvishzadeh +2 more

    20192 citations

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15. Anomaly Detection in Discrete Manufacturing Systems using Event Relationship Tables

    Emil Laftchiev, Xin-Sheng Sun, Dau Anh Hoang, D. Nikovski

    2018Workshop on Principles of Diagnosis1 citations

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