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- Loren Nuyts, Lorenzo Perini, Jesse Davis. Correction: TSelect: selecting relevant and non-redundant channels for multivariate time series classification. Data Min. Knowl. Discov., 40(1):7, February 2026.
- Daan Van Wesenbeeck, Aras Yurtman, Wannes Meert, Hendrik Blockeel. Quantitative evaluation of motif sets in time series. Data Min. Knowl. Discov., 40(1):5, February 2026.
- Bruno Veloso, Hugo de Andrade Amorim Neto, Fernando Buarque, João Gama 0001. Fish swarm parameter self-tuning for data streams. Data Min. Knowl. Discov., 40(1):3, February 2026.
- Xiwen Jiang, Lizhen Wang 0001, Peizhong Yang, Hongmei Chen 0003. Fitter: post-mining user-preferred co-location patterns interactively. Data Min. Knowl. Discov., 40(1):4, February 2026.
- Chang Zong, Yueting Zhuang, Jian Shao 0001, Weiming Lu 0001. Structural-temporal coupling anomaly detection with dynamic graph transformer. Data Min. Knowl. Discov., 40(1):8, February 2026.
- Erick Draayer, Huiping Cao, Qixu Gong. Deep clustering for large-scale interpretable time series segmentation. Data Min. Knowl. Discov., 40(1):2, February 2026.
- Alireza Moayedikia, Richard Jensen, Sara Fin. Feature selection for high-dimensional imbalanced class datasets using Harmony Search and Kullback-Leibler divergence. Data Min. Knowl. Discov., 40(1):6, February 2026.
- Alexander Galozy, Slawomir Nowaczyk, Mattias Ohlsson. A new bandit setting balancing information from state evolution and corrupted context. Data Min. Knowl. Discov., 39(1):9, January 2025.
- Nuwan Gunasekara, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet. Gradient boosted bagging for evolving data stream regression. Data Min. Knowl. Discov., 39(5):65, September 2025.