Liudmila Ulanova

14 papers A* 5A 2B 1Journal 4Unranked 1
YearRankTypeTitle / Venue / Authors
2018 J jnl
Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile.
Data Min. Knowl. Discov.
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
2017 A* conf
Matrix Profile VIII: Domain Agnostic Online Semantic Segmentation at Superhuman Performance Levels.
ICDM
Shaghayegh Gharghabi, Yifei Ding, Chin-Chia Michael Yeh, Kaveh Kamgar, Liudmila Ulanova, Eamonn J. Keogh
2016 J jnl
A General Framework for Density Based Time Series Clustering Exploiting a Novel Admissible Pruning Strategy.
CoRR
Nurjahan Begum, Liudmila Ulanova, Hoang Anh Dau, Jun Wang, Eamonn J. Keogh
2016 A conf
Clustering in the Face of Fast Changing Streams.
SDM
Liudmila Ulanova, Nurjahan Begum, Mohammad Shokoohi-Yekta, Eamonn J. Keogh
2016 — —
Developing Efficient Techniques for Clustering and Degradation Analysis in Time Series Data.
Liudmila Ulanova
2016 A* conf
Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets.
ICDM
Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Diego Furtado Silva, Abdullah Mueen, Eamonn J. Keogh
2015 A* conf
Accelerating Dynamic Time Warping Clustering with a Novel Admissible Pruning Strategy.
KDD
Nurjahan Begum, Liudmila Ulanova, Jun Wang, Eamonn J. Keogh
2015 A* conf
Efficient Long-Term Degradation Profiling in Time Series for Complex Physical Systems.
KDD
Liudmila Ulanova, Tan Yan, Haifeng Chen, Guofei Jiang, Eamonn J. Keogh, Kai Zhang
2015 J jnl
Energy-Efficient Integration of Continuous Context Sensing and Prediction into Smartwatches.
Sensors
Reza Rawassizadeh, Martin Tomitsch, Manouchehr Nourizadeh, Elaheh Momeni, Aaron Peery, Liudmila Ulanova, Michael J. Pazzani
2015 A conf
Scalable Clustering of Time Series with U-Shapelets.
SDM
Liudmila Ulanova, Nurjahan Begum, Eamonn J. Keogh
2014 J jnl
Data Mining in Time Series: Current Study and Future Trend.
J. Comput. Sci.
Tan Yan, Liudmila Ulanova, Ye Ouyang, Fengyuan Xu
2014 B conf
Generating Synthetic Data to Allow Learning from a Single Exemplar per Class.
SISAP
Liudmila Ulanova, Yuan Hao, Eamonn J. Keogh
2013 — conf
An Empirical Analysis of Bug Reports and Bug Fixing in Open Source Android Apps.
CSMR
Pamela Bhattacharya, Liudmila Ulanova, Iulian Neamtiu, Sai Charan Koduru
2013 A* conf
Classification of Multi-dimensional Streaming Time Series by Weighting Each Classifier's Track Record.
ICDM
Bing Hu, Yanping Chen, Jesin Zakaria, Liudmila Ulanova, Eamonn J. Keogh