Zobrazeno 1 - 10
of 165
pro vyhledávání: '"Zhang, Hongjing"'
Autor:
Wang, Yayun, Chen, Zhigang, Liu, Jurui, Wu, Zhongqing, Wang, Xiao, Chen, Junfeng, Zhang, Hongjing, Wu, Mingming, Yang, Kang, Ruan, Changshun, Wang, Bin
Publikováno v:
In Composites Part B September 2024 284
Autor:
Zhang, Hongjing, Davidson, Ian
Deep clustering has the potential to learn a strong representation and hence better clustering performance compared to traditional clustering methods such as $k$-means and spectral clustering. However, this strong representation learning ability may
Externí odkaz:
http://arxiv.org/abs/2105.14146
Autor:
Zhang, Hongjing, Davidson, Ian
Recent work on explainable clustering allows describing clusters when the features are interpretable. However, much modern machine learning focuses on complex data such as images, text, and graphs where deep learning is used but the raw features of d
Externí odkaz:
http://arxiv.org/abs/2105.11549
The area of constrained clustering has been extensively explored by researchers and used by practitioners. Constrained clustering formulations exist for popular algorithms such as k-means, mixture models, and spectral clustering but have several limi
Externí odkaz:
http://arxiv.org/abs/2101.02792
Autor:
Zhang, Hongjing, Davidson, Ian
Anomaly detection aims to find instances that are considered unusual and is a fundamental problem of data science. Recently, deep anomaly detection methods were shown to achieve superior results particularly in complex data such as images. Our work f
Externí odkaz:
http://arxiv.org/abs/2012.14961
Active learning aims to reduce labeling efforts by selectively asking humans to annotate the most important data points from an unlabeled pool and is an example of human-machine interaction. Though active learning has been extensively researched for
Externí odkaz:
http://arxiv.org/abs/2001.11143
Autor:
Sun, Wenjian, Wu, Dongsheng, Luo, Yang, Liu, Lu, Zhang, Hongjing, Wu, Shuang, Zhang, Yan, Wang, Chenglong, Zheng, Houjun, Shen, Jiang, Luo, Chunbo
Publikováno v:
In Expert Systems With Applications 1 December 2023 232
The area of constrained clustering has been extensively explored by researchers and used by practitioners. Constrained clustering formulations exist for popular algorithms such as k-means, mixture models, and spectral clustering but have several limi
Externí odkaz:
http://arxiv.org/abs/1901.10061
Autor:
Wu, Tongliang, Liu, Cun, Cui, Peixin, Zhang, Hongjing, Hu, Sainan, Zhang, Peng, Xue, Qin, Wang, Yaodong, Feng, Chenglong, Eduardo Alves, Marcelo, Tighe, Matthew K., Wang, Yujun
Publikováno v:
In Geoderma June 2023 434
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