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Fuzzy C-Means Clustering Based Deep Patch Learning With Improved Interpretability for Classification Problems 期刊论文
IEEE ACCESS, 2022, 卷号: 10, 页码: 49873-49891
作者:  Huang, Yunhu;  Chen, Dewang;  Zhao, Wendi;  Lv, Yisheng
收藏  |  浏览/下载：166/0  |  提交时间：2022/07/25
Computational modeling  Training  Microwave integrated circuits  Deep learning  Data models  Artificial neural networks  Training data  Fuzzy c-means (FCM) clustering  maximal information coefficient (MIC)  random input (RI)  deep patch learning classifier  interpretability  
Clustering Algorithm-Based Data Fusion Scheme for Robust Cooperative Spectrum Sensing 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 5777-5786
作者:  Zhang, Shunchao;  Wang, Yonghua;  Wan, Pin;  Zhuang, Jiawei;  Zhang, Yongwei;  Li, Yi
收藏  |  浏览/下载：216/0  |  提交时间：2020/06/02
Cognitive radio  robust cooperative spectrum sensing  sensing data fusion  K-medoids clustering algorithm  Mean-shift clustering algorithm  
A Multi-Antenna Spectrum Sensing Scheme Based on Main Information Extraction and Genetic Algorithm Clustering 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 119620-119630
作者:  Zhuang, Jiawei;  Wang, Yonghua;  Zhang, Shunchao;  Wan, Pin;  Sun, Chenhao
收藏  |  浏览/下载：225/0  |  提交时间：2020/03/30
Spectrum sensing  principal component analysis  information fusion  genetic algorithm clustering  
Lithium-Ion Cell Screening With Convolutional Neural Networks Based on Two-Step Time-Series Clustering and Hybrid Resampling for Imbalanced Data 期刊论文
IEEE ACCESS, 2018, 期号: 6, 页码: 59001 - 59014
作者:  Chengbao,Liu;  Jie, Tan;  Heyuan,Shi;  Xuelei,Wang
浏览  |  Adobe PDF(19745Kb)  |  收藏  |  浏览/下载：347/97  |  提交时间：2019/04/30
Lithium-ion Cell Screening  Time-series Clustering  Resampling  Convolutional Neural Networks  
Lithium-Ion Cell Screening W th Convolutional Neural Networks Based on Two-Step Time-Series Clustering and Hybrid Resampling for Imbalanced Data 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 期号: 无, 页码: 59001-59014
作者:  Liu, Chengbao;  Tan, Jie;  Shi, Heyuan;  Wang, Xuelei
浏览  |  Adobe PDF(19745Kb)  |  收藏  |  浏览/下载：357/69  |  提交时间：2019/01/08
Lithium-ion cell screening  time-series clustering  resampling  convolutional neural networks  
Crossing Scientific Workflow Fragments Discovery Through Activity Abstraction in Smart Campus 期刊论文
IEEE ACCESS, IEEE ACCESS, IEEE ACCESS, IEEE ACCESS, IEEE ACCESS, IEEE ACCESS, 2018, 2018, 2018, 2018, 2018, 2018, 卷号: 6, 6, 6, 6, 6, 6, 页码: 40530-40546, 40530-40546, 40530-40546, 40530-40546, 40530-40546, 40530-40546
作者:  Wen, Jinfeng;  Zhou, Zhangbing;  Shi, Zhensheng;  Wang, Junping;  Duan, Yucong;  Zhang, Yaqiang
Adobe PDF(4817Kb)  |  收藏  |  浏览/下载：214/28  |  提交时间：2018/10/10
Scientific Workflow  Community Discovery Clustering  Abstract Activity  Cross-workflow Fragment Recommendation  Scientific Workflow  Scientific Workflow  Scientific Workflow  Community Discovery Clustering  Scientific Workflow  Community Discovery Clustering  Community Discovery Clustering  Scientific Workflow  Abstract Activity  Abstract Activity  Community Discovery Clustering  Abstract Activity  Community Discovery Clustering  Cross-workflow Fragment Recommendation  Cross-workflow Fragment Recommendation  Abstract Activity  Cross-workflow Fragment Recommendation  Abstract Activity  Cross-workflow Fragment Recommendation  Cross-workflow Fragment Recommendation