Nurjahan Begum

Publication Activity (10 Years)

Years Active: 2013-2018
Publications (10 Years): 5

Top Venues

SDM

Proc. VLDB Endow.

CoRR

IRI (best papers)

University of California, Riverside, USA (PHD)

Education History

University of California, Riverside, USA

PHD

Publications

Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Zachary Zimmerman, Diego Furtado Silva, Abdullah Mueen, Eamonn J. Keogh
Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile. Data Min. Knowl. Discov. 32 (1) (2018)
Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Diego Furtado Silva, Abdullah Mueen, Eamonn J. Keogh
Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets. ICDM (2016)
Nurjahan Begum, Liudmila Ulanova, Hoang Anh Dau, Jun Wang, Eamonn J. Keogh
A General Framework for Density Based Time Series Clustering Exploiting a Novel Admissible Pruning Strategy. CoRR (2016)
Hoang Anh Dau, Nurjahan Begum, Eamonn J. Keogh
Semi-Supervision Dramatically Improves Time Series Clustering under Dynamic Time Warping. CIKM (2016)
Liudmila Ulanova, Nurjahan Begum, Mohammad Shokoohi-Yekta, Eamonn J. Keogh
Clustering in the Face of Fast Changing Streams. SDM (2016)
Liudmila Ulanova, Nurjahan Begum, Eamonn J. Keogh
Scalable Clustering of Time Series with U-Shapelets. SDM (2015)
Nurjahan Begum, Liudmila Ulanova, Jun Wang, Eamonn J. Keogh
Accelerating Dynamic Time Warping Clustering with a Novel Admissible Pruning Strategy. KDD (2015)
Nurjahan Begum, Eamonn J. Keogh
Rare Time Series Motif Discovery from Unbounded Streams. Proc. VLDB Endow. 8 (2) (2014)
Nurjahan Begum, Bing Hu, Thanawin Rakthanmanon, Eamonn J. Keogh
Towards a minimum description length based stopping criterion for semi-supervised time series classification. IRI (2013)
Nurjahan Begum, Bing Hu, Thanawin Rakthanmanon, Eamonn J. Keogh
A Minimum Description Length Technique for Semi-Supervised Time Series Classification. IRI (best papers) (2013)

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Publication Activity (10 Years)

Top Topics

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Nurjahan Begum