Yan Zhu
Yan Zhu
PhD Candidate in Computer Science, University of California, Riverside
Verified email at ucr.edu - Homepage
TitleCited byYear
Matrix profile I: all pairs similarity joins for time series: a unifying view that includes motifs, discords and shapelets
CCM Yeh, Y Zhu, L Ulanova, N Begum, Y Ding, HA Dau, DF Silva, ...
2016 IEEE 16th international conference on data mining (ICDM), 1317-1322, 2016
1272016
Matrix profile II: Exploiting a novel algorithm and gpus to break the one hundred million barrier for time series motifs and joins
Y Zhu, Z Zimmerman, NS Senobari, CCM Yeh, G Funning, A Mueen, ...
Data Mining (ICDM), 2016 IEEE 16th International Conference on, 739-748, 2016
622016
The Fastest Similarity Search Algorithm for Time Series Subsequences under Euclidean Distance
A Mueen, Y Zhu, CCM Yeh, K Kamgar, K Viswanathan, C Gupta, E Keogh
url: http://www.cs.unm.edu/~mueen/FastestSimilaritySearch.html, 2017
302017
Matrix profile X: VALMOD-scalable discovery of variable-length motifs in data series
M Linardi, Y Zhu, T Palpanas, E Keogh
Proceedings of the 2018 International Conference on Management of Data, 1053 …, 2018
272018
Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile
CCM Yeh, Y Zhu, L Ulanova, N Begum, Y Ding, HA Dau, Z Zimmerman, ...
Data Mining and Knowledge Discovery 32 (1), 83-123, 2018
212018
Matrix Profile VII: Time Series Chains: A New Primitive for Time Series Data Mining
Y Zhu, M Imamura, D Nikovski, E Keogh
IEEE International Conference on Data Mining, 2017
20*2017
The ucr time series classification archive
HA Dau, E Keogh, K Kamgar, CCM Yeh, Y Zhu, S Gharghabi, ...
October, 2018
192018
An lof-based adaptive anomaly detection scheme for cloud computing
T Huang, Y Zhu, Q Zhang, Y Zhu, D Wang, M Qiu, L Liu
2013 IEEE 37th Annual Computer Software and Applications Conference …, 2013
152013
The UCR time series archive
HA Dau, A Bagnall, K Kamgar, CCM Yeh, Y Zhu, S Gharghabi, ...
arXiv preprint arXiv:1810.07758, 2018
142018
Exploiting a novel algorithm and GPUs to break the ten quadrillion pairwise comparisons barrier for time series motifs and joins
Y Zhu, Z Zimmerman, NS Senobari, CCM Yeh, G Funning, A Mueen, ...
Knowledge and Information Systems 54 (1), 203-236, 2018
82018
Matrix profile XI: SCRIMP++: time series motif discovery at interactive speeds
Y Zhu, CCM Yeh, Z Zimmerman, K Kamgar, E Keogh
2018 IEEE International Conference on Data Mining (ICDM), 837-846, 2018
62018
Fast similarity matrix profile for music analysis and exploration
DF Silva, CCM Yeh, Y Zhu, GE Batista, E Keogh
IEEE Transactions on Multimedia 21 (1), 29-38, 2018
42018
VALMOD: A suite for easy and exact detection of variable length motifs in data series
M Linardi, Y Zhu, T Palpanas, E Keogh
Proceedings of the 2018 International Conference on Management of Data, 1757 …, 2018
42018
Super‐Efficient Cross‐Correlation (SEC‐C): A Fast Matched Filtering Code Suitable for Desktop Computers
NS Senobari, GJ Funning, E Keogh, Y Zhu, CCM Yeh, Z Zimmerman, ...
Seismological Research Letters 90 (1), 322-334, 2018
32018
Admissible Time Series Motif Discovery with Missing Data
Y Zhu, A Mueen, E Keogh
arXiv preprint arXiv:1802.05472, 2018
22018
Scaling Time Series Motif Discovery with GPUs: Breaking the Quintillion Pairwise Comparisons a Day Barrier
Z Zimmerman, K Kamgar, Y Zhu, NS Senobari, B Crites, G Funning, ...
Preprint],[Online]. Available at: https://www. cs. ucr. edu/% 7Eeamonn …, 2018
22018
Symbolic time-varying root-locus analysis for oscillator design
Y Zhu, G Shi, F Lee, A Tai
10th IEEE International NEWCAS Conference, 165-168, 2012
22012
Time Series Chains: A Novel Tool for Time Series Data Mining.
Y Zhu, M Imamura, D Nikovski, EJ Keogh
IJCAI, 5414-5418, 2018
12018
Irrevocable-choice algorithms for sampling from a stream
Y Zhu, E Keogh
Data Mining and Knowledge Discovery 30 (5), 998-1023, 2016
12016
Online Amnestic DTW to allow Real-Time Golden Batch Monitoring
CCM Yeh, Y Zhu, HA Dau, A Darvishzadeh, M Noskov, E Keogh
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
2019
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Articles 1–20