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Fast and robust video-based exercise classification via body pose tracking and scalable multivariate time series classifiers
Singh, Ashish, Bevilacqua, Antonio, Nguyen, Thach Le, Hu, Feiyan, McGuinness, Kevin, O’Reilly, Martin, Whelan, Darragh, Caulfield, Brian, Ifrim, Georgiana
Published in Data mining and knowledge discovery (01.03.2023)
Published in Data mining and knowledge discovery (01.03.2023)
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Sequence graph transform (SGT): a feature embedding function for sequence data mining
Ranjan, Chitta, Ebrahimi, Samaneh, Paynabar, Kamran
Published in Data mining and knowledge discovery (01.03.2022)
Published in Data mining and knowledge discovery (01.03.2022)
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A comparative evaluation of clustering-based outlier detection
Sánchez Vinces, Braulio V., Schubert, Erich, Zimek, Arthur, Cordeiro, Robson L. F.
Published in Data mining and knowledge discovery (01.03.2025)
Published in Data mining and knowledge discovery (01.03.2025)
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Combating confirmation bias: a unified pseudo-labeling framework for entity alignment
Ding, Qijie, Yin, Jie, Zhang, Daokun, Gao, Junbin
Published in Data mining and knowledge discovery (01.09.2025)
Published in Data mining and knowledge discovery (01.09.2025)
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SFC: a time series decomposition attention network with continuous nature for time series analysis
Chen, Haoyu, Li, Bo, An, Zhiyong, Yu, Yuan, Jia, Ying
Published in Data mining and knowledge discovery (01.09.2025)
Published in Data mining and knowledge discovery (01.09.2025)
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PersAD: adversarial protection against text-based personality inference
Qiu, Houjie, Ma, Xingkong, Liu, Bo, Cai, Yiqing, Peng, Baoyun, Huang, Dan
Published in Data mining and knowledge discovery (01.09.2025)
Published in Data mining and knowledge discovery (01.09.2025)
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On the number of iterations of the DBA algorithm
Brüning, Frederik, Driemel, Anne, Ergür, Alperen, Röglin, Heiko
Published in Data mining and knowledge discovery (01.09.2025)
Published in Data mining and knowledge discovery (01.09.2025)
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Large language models are few-shot multivariate time series classifiers
Chen, Yakun, Li, Zihao, Yang, Chao, Wang, Xianzhi, Xu, Guandong
Published in Data mining and knowledge discovery (01.09.2025)
Published in Data mining and knowledge discovery (01.09.2025)
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Guiding the generation of counterfactual explanations through temporal background knowledge for predictive process monitoring
Buliga, Andrei, Di Francescomarino, Chiara, Ghidini, Chiara, Donadello, Ivan, Maggi, Fabrizio Maria
Published in Data mining and knowledge discovery (01.09.2025)
Published in Data mining and knowledge discovery (01.09.2025)
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Greatmeta: gradient-aware adaptive meta-learning for cold-start recommendations
Du, Yantong, Chen, Rui, Han, Qilong, Tan, Qiaoyu, Song, Hongtao, Zhang, Chi
Published in Data mining and knowledge discovery (01.09.2025)
Published in Data mining and knowledge discovery (01.09.2025)
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Unpacking the trend: decomposition as a catalyst to enhance time series forecasting models
Kreuzer, Tim, Zdravkovic, Jelena, Papapetrou, Panagiotis
Published in Data mining and knowledge discovery (01.09.2025)
Published in Data mining and knowledge discovery (01.09.2025)
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OLIVANDER: a counterfactual-based method to generate adversarial Windows PE malware
De Rose, Luca, Andresini, Giuseppina, Appice, Annalisa, Malerba, Donato
Published in Data mining and knowledge discovery (01.09.2025)
Published in Data mining and knowledge discovery (01.09.2025)
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Automating mixture model fitting of task durations for process conformance checking
Yang, Lingkai, McClean, Sally, Faddy, Malcolm, Donnelly, Mark, Khan, Kashaf, Burke, Kevin
Published in Data mining and knowledge discovery (01.09.2025)
Published in Data mining and knowledge discovery (01.09.2025)
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Spatiotemporal attention-based real-time video watermarking
Yan, Quan, Luo, Yuanjing, Wang, Zhangdong, Xi, Junhua, Xia, Geming, Cai, Zhiping
Published in Data mining and knowledge discovery (01.09.2025)
Published in Data mining and knowledge discovery (01.09.2025)
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Towards automated self-supervised learning for truly unsupervised graph anomaly detection
Li, Zhong, Wang, Yuhang, van Leeuwen, Matthijs
Published in Data mining and knowledge discovery (01.09.2025)
Published in Data mining and knowledge discovery (01.09.2025)
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