Concepedia

Nurjahan Begum

NB

8

Publications

1K

Citations

8

H-Index

2013

Active since

Affiliations

University of California, Riverside(Current)

Universidade de São Paulo

Nurjahan Begum is an author at University of California, Riverside specializing in knowledge discovery, data science, and data mining.

Top concepts

Data MiningEngineeringData ScienceKnowledge DiscoveryPattern RecognitionComputer ScienceStatisticsText MiningMachine LearningDeep Learning

Publications per year

2013–2017

8

Publications

8

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 et al. · 2016 · 607 citations

Engineering, Structural Pattern Recognition, Novelty Discovery +18

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

Chin‐Chia Michael Yeh, Yan Zhu, Liudmila Ulanova et al. · Data Mining and Knowledge Discovery · 2017 · 131 citations

Engineering, Structural Pattern Recognition, Data Science +11

Accelerating Dynamic Time Warping Clustering with a Novel Admissible Pruning Strategy

Nurjahan Begum, Liudmila Ulanova, Jun Wang et al. · 2015 · 108 citations

Cluster Computing, Engineering, Machine Learning +16

Rare time series motif discovery from unbounded streams

Nurjahan Begum, Eamonn Keogh · Proceedings of the VLDB Endowment · 2014 · 62 citations

Engineering, Frequent Pattern Mining, Data Science +15

Scalable Clustering of Time Series with U-Shapelets

Liudmila Ulanova, Nurjahan Begum, Eamonn Keogh · 2015 · 48 citations

Engineering, Machine Learning, Data Science +13

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