Zobrazeno 1 - 10
of 499
pro vyhledávání: '"Sun, Shiliang"'
Multimodal time series (MTS) anomaly detection is crucial for maintaining the safety and stability of working devices (e.g., water treatment system and spacecraft), whose data are characterized by multivariate time series with diverse modalities. Alt
Externí odkaz:
http://arxiv.org/abs/2310.11169
Publikováno v:
In Knowledge-Based Systems 5 September 2024 299
Publikováno v:
In Information Fusion August 2024 108
Publikováno v:
In Information Fusion July 2024 107
Autor:
Zong, Daoming, Sun, Shiliang
Extreme multi-label text classification (XMTC) aims to tag a text instance with the most relevant subset of labels from an extremely large label set. XMTC has attracted much recent attention due to massive label sets yielded by modern applications, s
Externí odkaz:
http://arxiv.org/abs/2012.05860
Autor:
Zhou, Yang, Sun, Shiliang
Publikováno v:
IEEE Transactions on Cybernetics 47.4 (2016): 830-840
We propose a novel algorithm for supervised dimensionality reduction named Manifold Partition Discriminant Analysis (MPDA). It aims to find a linear embedding space where the within-class similarity is achieved along the direction that is consistent
Externí odkaz:
http://arxiv.org/abs/2011.11521
Autor:
Sun, Xuli, Sun, Shiliang
Recent work has highlighted the vulnerability of many deep machine learning models to adversarial examples. It attracts increasing attention to adversarial attacks, which can be used to evaluate the security and robustness of models before they are d
Externí odkaz:
http://arxiv.org/abs/2006.11004
Publikováno v:
In Information Fusion December 2023 100
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