| Deep learning for time series classification: a review | 2019/03/02 | English | 1,097 |
| Experiencing SAX: a novel symbolic representation of time series | 2007/04/03 | English | 606 |
| The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances | 2016/11/23 | English | 511 |
| Frequent pattern mining: current status and future directions | 2007/01/27 | English | 464 |
| Graph based anomaly detection and description: a survey | 2014/07/05 | English | 458 |
| InceptionTime: Finding AlexNet for time series classification | 2020/09/07 | English | 372 |
| Experimental comparison of representation methods and distance measures for time series data | 2012/02/10 | English | 369 |
| Training and assessing classification rules with imbalanced data | 2012/10/30 | English | 344 |
| A survey of hierarchical classification across different application domains | 2010/04/07 | English | 344 |
| Characteristic-Based Clustering for Time Series Data | 2006/05/16 | English | 297 |
| Computing LTS Regression for Large Data Sets | 2006/01/01 | English | 274 |
| On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study | 2016/01/16 | English | 268 |
| Community detection in Social Media | 2011/06/14 | English | 258 |
| Classification of time series by shapelet transformation | 2013/05/18 | English | 222 |
| Time series classification with ensembles of elastic distance measures | 2014/06/28 | English | 222 |
| ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels | 2020/07/13 | English | 219 |
| Hierarchical Clustering Algorithms for Document Datasets | 2005/03/01 | English | 217 |
| Community discovery using nonnegative matrix factorization | 2010/07/04 | English | 191 |
| Three naive Bayes approaches for discrimination-free classification | 2010/07/27 | English | 190 |
| FURIA: an algorithm for unordered fuzzy rule induction | 2009/04/29 | English | 190 |
| Characterizing concept drift | 2016/04/15 | English | 185 |
| The BOSS is concerned with time series classification in the presence of noise | 2014/09/16 | English | 182 |
| Ordinal, Continuous and Heterogeneous k-Anonymity Through Microaggregation | 2005/08/23 | English | 174 |
| CID: an efficient complexity-invariant distance for time series | 2013/04/12 | English | 165 |
| Using dynamic time warping distances as features for improved time series classification | 2015/05/07 | English | 149 |
| Scalable influence maximization for independent cascade model in large-scale social networks | 2012/04/01 | English | 147 |
| Time series shapelets: a novel technique that allows accurate, interpretable and fast classification | 2010/06/18 | English | 146 |
| Clustering daily patterns of human activities in the city | 2012/04/20 | English | 144 |
| Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection | 2012/12/18 | English | 135 |
| Genetic process mining: an experimental evaluation | 2007/01/31 | English | 134 |