Segueix
Hoang Anh Dau
Hoang Anh Dau
Machine Learning Research Engineer, Uber
Correu electrònic verificat a uber.com - Pàgina d'inici
Títol
Citada per
Citada per
Any
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
4362016
The UCR time series archive
HA Dau, A Bagnall, K Kamgar, CCM Yeh, Y Zhu, S Gharghabi, ...
IEEE/CAA Journal of Automatica Sinica 6 (6), 1293-1305, 2019
3952019
The UEA multivariate time series classification archive, 2018
A Bagnall, HA Dau, J Lines, M Flynn, J Large, A Bostrom, P Southam, ...
arXiv preprint arXiv:1811.00075, 2018
1482018
Generating synthetic time series to augment sparse datasets
G Forestier, F Petitjean, HA Dau, GI Webb, E Keogh
2017 IEEE international conference on data mining (ICDM), 865-870, 2017
912017
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
902018
Anomaly detection using replicator neural networks trained on examples of one class
HA Dau, V Ciesielski, A Song
Asia-Pacific Conference on Simulated Evolution and Learning, 311-322, 2014
822014
Matrix profile v: A generic technique to incorporate domain knowledge into motif discovery
HA Dau, E Keogh
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
562017
Optimizing dynamic time warping’s window width for time series data mining applications
HA Dau, DF Silva, F Petitjean, G Forestier, A Bagnall, A Mueen, E Keogh
Data mining and knowledge discovery 32 (4), 1074-1120, 2018
522018
Semi-supervision dramatically improves time series clustering under dynamic time warping
HA Dau, N Begum, E Keogh
Proceedings of the 25th ACM International on Conference on Information and …, 2016
402016
The ucr time series classification archive. 2018
HA Dau, E Keogh, K Kamgar, CCM Yeh, Y Zhu, S Gharghabi, ...
URL www. cs. ucr. edu/~ eamonn/time_series_data_2018, 2018
312018
Judicious setting of Dynamic Time Warping's window width allows more accurate classification of time series
HA Dau, DF Silva, F Petitjean, G Forestier, A Bagnall, E Keogh
2017 IEEE international conference on big data (big data), 917-922, 2017
252017
Generalized dynamic time warping: Unleashing the warping power hidden in point-wise distances
R Neamtu, R Ahsan, EA Rundensteiner, G Sarkozy, E Keogh, HA Dau, ...
2018 IEEE 34th International Conference on Data Engineering (ICDE), 521-532, 2018
152018
Phone based fall detection by genetic programming
HA Dau, FD Salim, A Song, L Hedin, M Hamilton
Proceedings of the 13th International Conference on Mobile and Ubiquitous …, 2014
102014
Anomaly detection for insertion tasks in robotic assembly using Gaussian process models
D Romeres, DK Jha, W Yerazunis, D Nikovski, HA Dau
2019 18th European Control Conference (ECC), 1017-1022, 2019
82019
Evolving PCB visual inspection programs using genetic programming
F Xie, AH Dau, AL Uitdenbogerd, A Song
2013 28th International Conference on Image and Vision Computing New Zealand …, 2013
62013
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
52019
A general framework for density based time series clustering exploiting a novel admissible pruning strategy
N Begum, L Ulanova, HA Dau, J Wang, E Keogh
arXiv preprint arXiv:1612.00637, 2016
52016
Anomaly Detection in Discrete Manufacturing Systems using Event Relationship Tables.
E Laftchiev, X Sun, HA Dau, D Nikovski
DX@ Safeprocess, 2018
22018
Genetic Programming for Channel Selection from Multi-stream Sensor Data with Application on Learning Risky Driving Behaviours
HA Dau, A Song, F Xie, FD Salim, V Ciesielski
Asia-Pacific Conference on Simulated Evolution and Learning, 542-553, 2014
2014
En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.
Articles 1–19