| 2017 | ICDM | Matrix Profile VIII: Domain Agnostic Online Semantic Segmentation at Superhuman Performance Levels. | Shaghayegh Gharghabi, Yifei Ding, Chin-Chia Michael Yeh, Kaveh Kamgar, Liudmila Ulanova, Eamonn J. Keogh |
| 2016 | ICDM | 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, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Diego Furtado Silva, Abdullah Mueen, Eamonn J. Keogh |
| 2016 | SDM | Clustering in the Face of Fast Changing Streams. | Liudmila Ulanova, Nurjahan Begum, Mohammad Shokoohi-Yekta, Eamonn J. Keogh |
| 2015 | KDD | Accelerating Dynamic Time Warping Clustering with a Novel Admissible Pruning Strategy. | Nurjahan Begum, Liudmila Ulanova, Jun Wang, Eamonn J. Keogh |
| 2015 | KDD | Efficient Long-Term Degradation Profiling in Time Series for Complex Physical Systems. | Liudmila Ulanova, Tan Yan, Haifeng Chen, Guofei Jiang, Eamonn J. Keogh, Kai Zhang |
| 2015 | SDM | Scalable Clustering of Time Series with U-Shapelets. | Liudmila Ulanova, Nurjahan Begum, Eamonn J. Keogh |
| 2014 | SISAP | Generating Synthetic Data to Allow Learning from a Single Exemplar per Class. | Liudmila Ulanova, Yuan Hao, Eamonn J. Keogh |
| 2013 | ICDM | Classification of Multi-dimensional Streaming Time Series by Weighting Each Classifier's Track Record. | Bing Hu, Yanping Chen, Jesin Zakaria, Liudmila Ulanova, Eamonn J. Keogh |