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- Weiyi Liu, Kun Yue, Jianyu Li, Jie Li, Jin Li 0007, Zhijian Zhang. Inferring range of information diffusion based on historical frequent items. Data Min. Knowl. Discov., 36(1):82-107, 2022.
- Hankui Peng, Nicos G. Pavlidis. Weighted sparse simplex representation: a unified framework for subspace clustering, constrained clustering, and active learning. Data Min. Knowl. Discov., 36(3):958-986, 2022.
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- Rianne M. Schouten, Marcos L. P. Bueno, Wouter Duivesteijn, Mykola Pechenizkiy. Mining sequences with exceptional transition behaviour of varying order using quality measures based on information-theoretic scoring functions. Data Min. Knowl. Discov., 36(1):379-413, 2022.
- Ryan Mercer, Sara Alaee, Alireza Abdoli, Nader Shakibay Senobari, Shailendra Singh 0004, Amy C. Murillo, Eamonn J. Keogh. Introducing the contrast profile: a novel time series primitive that allows real world classification. Data Min. Knowl. Discov., 36(2):877-915, 2022.
- Chitta Ranjan, Samaneh Ebrahimi 0001, Kamran Paynabar. Sequence graph transform (SGT): a feature embedding function for sequence data mining. Data Min. Knowl. Discov., 36(2):668-708, 2022.
- Carlos H. C. Teixeira, Mayank Kakodkar, Vinícius Vitor dos Santos Dias, Wagner Meira Jr., Bruno Ribeiro 0001. Sequential stratified regeneration: MCMC for large state spaces with an application to subgraph count estimation. Data Min. Knowl. Discov., 36(1):414-447, 2022.
- Anton Björklund, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamäki. Robust regression via error tolerance. Data Min. Knowl. Discov., 36(2):781-810, 2022.
- Baptiste Lafabregue, Jonathan Weber, Pierre Gançarski, Germain Forestier. End-to-end deep representation learning for time series clustering: a comparative study. Data Min. Knowl. Discov., 36(1):29-81, 2022.