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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:19/0
  |  
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
Multiple-Antenna Cooperative Spectrum Sensing Based on the Wavelet Transform and Gaussian Mixture Model
期刊论文
SENSORS, 2019, 卷号: 19, 期号: 18, 页码: 18
作者:
Zhang, Shunchao
;
Wang, Yonghua
;
Yuan, Hantao
;
Wan, Pin
;
Zhang, Yongwei
收藏
  |  
浏览/下载:211/0
  |  
提交时间:2019/12/16
cognitive radio
spectrum sensing
multiple-antenna
wavelet transform
Gaussian mixture model
A cooperative spectrum sensing method based on information geometry and fuzzy c-means clustering algorithm
期刊论文
EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2019, 页码: 12
作者:
Zhang, Shunchao
;
Wang, Yonghua
;
Li, Jiangfan
;
Wan, Pin
;
Zhang, Yongwei
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2019/07/12
Cooperative spectrum sensing
Information geometry
Decomposition and recombination
Fuzzy c-means clustering algorithm
A Cooperative Spectrum Sensing Method Based on Empirical Mode Decomposition and Information Geometry in Complex Electromagnetic Environment
期刊论文
COMPLEXITY, 2019, 页码: 13
作者:
Wang, Yonghua
;
Zhang, Shunchao
;
Zhang, Yongwei
;
Wan, Pin
;
Li, Jiangfan
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2019/07/12
Brain tumor screening using adaptive gamma correction and deep learning
会议论文
Beijing, China, October 23-25, 2019
作者:
Huang Z(黄钲)
;
Song GL(宋国立)
;
Zhao YW(赵忆文)
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  |  
浏览/下载:15/0
  |  
提交时间:2020/02/17
CNN
Adaptive Gamma Correction
Supervised region merging based on binary classification and active learning strategy for segmentation of very high resolution imagery
其他
2017-01-01
Li, Peijun
;
Hu, Bo
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  |  
浏览/下载:3/0
  |  
提交时间:2017/12/03
Scene Text Detection with Novel Superpixel Based Character Candidate Extraction
会议论文
Kyoto, Japan, November 10-15, 2017
作者:
Wang C(王聪)
;
Yin F(殷飞)
;
Liu CL(刘成林)
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2018/01/05
Scene Text Detection
Superpixel
Hierarchical Clustering
A Novel Method of Change Detection in Bi-Temporal PolSAR Data Using a Joint-Classification Classifier Based on a Similarity Measure
期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 8
作者:
Zhao, Jinqi
;
Yang, Jie
;
Lu, Zhong
;
Li, Pingxiang
;
Liu, Wensong
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
change detection
joint-classification classifier
similarity measure
test statistic
Kittler and Illingworth (K & I) threshold segmentation
PolSAR
Segmentation of Cerebral Edema Around Intracranial Hemorrhage on CT Scans Through Classification Model Learned from Patients with both CT and T2-Weighted Magnetic Resonance Images
期刊论文
集成技术, 2016
作者:
Mingyang Chen
;
Shicai Zhu
;
Fucang Jia
;
Xiaodong Li
;
Ahmed Elazab
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2017/01/15
Algorithm of the Fall Prediction Based on the Double Foot Pressure and Micro Inertial Sensors
其他
2016-01-01
Shi, Guangyi
;
Zhang, Tianqiao
;
Jin, Yufeng
;
Wang, Jack
;
Wang, Zhenyu
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2017/12/03
fall prediction
foot pressure
inertial sensors
j48 classifier
threshold judgment
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